{
  "generated_at": "2026-10-08T00:10:12.689535+00:00",
  "total_tpas": 500,
  "total_available": 7684,
  "unique_models": 500,
  "chain_height": 531452,
  "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
  "sentinel": "7d1bbe6f2f570058fd7eeb18",
  "license": "CC-BY-4.0",
  "attribution": "Crovia Registry — https://registry.croviatrust.com — Data generated by the Crovia autonomous observer network. Attribution required for any reuse.",
  "terms": "https://croviatrust.com/terms",
  "tpas": [
    {
      "tier": "OPEN",
      "tpa_id": "TPA-f07bb3deb9bb66e8d541cabc",
      "version": "1.0.0",
      "model_id": "argmaxinc/whisperkit-coreml",
      "observation_timestamp": "2026-10-07T23:02:01.387436+00:00",
      "observation_epoch": 1791414121,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbd9d1762be6bc69088b63ab290a9cba0a9c3040c20cc7ab5e74be5e9a7bd6be9",
          "commitment_y": "0xe469e777c553125789c776ec5d4bc7adf85096dda2d6a094eac399a12c448a22",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x966affd323abe8534037a03348eae04061738d7bd4fdaf4d8cfb30cf15a038ca",
          "commitment_y": "0x61ba75a93577940758d75c43bee4f01dfca0da8348dca1cda0d747f438da30cc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x33f7bf41548a70b880ad6db4e3d85803c996c8be2e6c1ba3016eab0615abe4ff",
          "commitment_y": "0x857ff3596c1c99741bb4c583257fcc7e27258f35bca6b7e057ffa26e851f926a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x540a915462f23e062ef2d3f81801e68b0a2fb4a5b92b205f35c268647e669024",
          "commitment_y": "0x95377aae1ccb02c85029ce0d1f58bca1b5ef69e615be47123e1b72d91aba9649",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7388b79a8523b64b1ae64acb79ed231efb7b611109fc3286966ef5215fdf66f7",
          "commitment_y": "0x6e2c017f3104878a3ee846394ab46c3aabdce1227a11f443fbab58bc18335ed8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x34f9932a4fbcc7cebb328d6c39192fef6e04dc605892f9d60dcfa08fb1b94e52",
          "commitment_y": "0x2449df07686c1672dddd80cbaf1c7d74da703d7e45a2864c60bdc5a1b872ac68",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x73ab76bc396c3ddd307752cd875d57fbc13212602f9cbfb70f4633f398e21bbb",
          "commitment_y": "0xd772356f4f8644c7c6df540ea216eb45d5e82048d32ac1b34399baf7c44341a8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7906eb829646939f8ebe6f1c4790f260bb82c11fe084ee2066f9f29b6bb40c27",
          "commitment_y": "0xc70eddfd575ff704b47421f58bbfdf83afd58285a9c24e60db39c2277308673e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3936238f7daf2726762c5243d145678609007a21c76d008a197319715f7569a6",
          "commitment_y": "0xfbe3750c76985a4df8f8fcc6e327f7c71ac58301cf7cb82bcd3a3941f11f120b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xafbf4388c5c72b59a0d5dccdde01283865ad10019fbae28d7a7503841e87ace4",
          "commitment_y": "0xbca3a6e2ba6a7a59f7edf891db2f87dc564b40a56ba092552c814829feba1df9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x42ad4e53817c69b8261f0a557f11649450ffb902c1a8e7cf253f82f67b749f14",
          "commitment_y": "0x45f94a5cd516a5dca1170425f773a91f61e1a9ad38ba5ce67127e93ceec1a1db",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa7b48d4dd418c1b268973fdd1115cbe87aa8b0227d74b3fad20266e012cec0c6",
          "commitment_y": "0xde8f55770e7c1de2a730595dbb1b8e58341d5d85922d7ca9b9d476fc517da605",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc28916265965b9b069d367ab769ba083b83d2a8dd49b144b1818bd85266c98f9",
          "commitment_y": "0xd991fe56771dd994a7acc9aa04f18ca618e3aa8918d47daa891940bbd0b37f0a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x982c1f013fa8a2749fc57b2cef152d73b5a9e9972fab75c2ecd4177994482e81",
          "commitment_y": "0xaf1f0a32e6b0ea5e9cc6156d3ae68b1582b728582235864cb77d41bd43868598",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf3cfc353556848c5c7515215cad32916e375d01ae6db393ae7159e7fcd37b867",
          "commitment_y": "0x7c1c4383be0d2ded3f8a01ac19d6d391e7bc059137fd597b4e107d4aaa82a74",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x108aa32fdf744a64d57a2e3804214f0bd677e4f84e6d44715b33a971de43b8c0",
          "commitment_y": "0xbad2b9044c228cdd04c4cfda1c7cc8a0561337e083bca8d8e64b86130b52ccc8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x84afbbe735d7371f7449c6a3f2f99a660e15194d9407d451459b4fc64d09b4d0",
          "commitment_y": "0x51cd6bae80d00734d8a80b40eaa6e2da92f8a358ec05a4074d4781fa6f5f2d37",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7e8d47ba86561b9e3ded16e44f653a695ad6cc07251be70e4626b5f1bb136f87",
          "commitment_y": "0xf45092e40bdc26440d9cb5c9bfd278df0985ff95b3b0ae9ee93320314da5b717",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xee8512c11f12a5a51e8f0f86227a8c7f569bfd3acf909cd670f1d76920205c9a",
          "commitment_y": "0x5e856d7f7e5d9b2e0deadf57a084edca7c2aa3caa4a1abe8d75a8d335207a85b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8f5d32f279f7dbfd9289bae95fe20dc40cb55e8343eb79cb4018bbd752721da6",
          "commitment_y": "0xffdd3a0972d87b5a2372f9df39d098261b9ec202fe34192c1600bc88342fff6b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "d17fbc51120348cde193bcd826336780160ca899131fe59b12c78b8da973b405",
      "temporal_anchor": {
        "anchor_hash": "462e0daa1a695182e4a58c68cbdf12a20b33f987b20aae30decae1948cc095c3",
        "chain_height": 531290,
        "epoch": 1791414121,
        "previous_anchor": "704948ecc0887b5c0896fc182a89bbaf50e14adb2aeb04880b6bf241368ae8f7"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.911285+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-f35c6c6b4f7e8f0951e05066",
      "version": "1.0.0",
      "model_id": "intfloat/e5-base-v2",
      "observation_timestamp": "2026-10-07T23:01:44.988961+00:00",
      "observation_epoch": 1791414104,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7bfbd9e9a80899a71eb291d5ec91abfb2fc9c4a46677f842d8e812b6a7406c9d",
          "commitment_y": "0x6927affc285fb5518c7be2461554c82889f63e9394670ae2d3f59072140488f9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x88705ce2cf7d21c8476536e3ecbead24b7cfa3f5e13d2cc397f1cd5eefdad780",
          "commitment_y": "0x33c0628d57ff62ab78bab9c7e7ba275b7a8404f24696cb7937be12d8941cdd5c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x270ddadf5dbe49b6fef9b1bcac8b6735199dd7b0a71d7c8e74be8bb9d9838323",
          "commitment_y": "0x2783f31ea01657ab65167c630eb31b81683fbe2e80bfc52ae4eef2ecd470a645",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6ad923c5918974275310b34129ad2b603da216a30988aa2dedf63b8b9bb4239f",
          "commitment_y": "0x8e3b5d2030ce1377933004e5d447d0b388b47c2f3d1f2a23993834b94dfb7512",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbf5e03d1274e9c424c3d3c2c56451cfc42d197213e50c86e08e770931bf45dad",
          "commitment_y": "0x62130886c66436d80c0b70df8dbf697b04ce2dec765ac68053418314050b9402",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2bd08ece102b2de0cbab3855c5a145349d930e46ddc6b4920a39d2fb3c1556f6",
          "commitment_y": "0xb1efc52808bd52d26a84e424bc76f9926e40b252555f4c6a488b237d7a88d048",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x8652f1c5f7f35601fd5b685c70892284946e30f0549a22068d25c2eb2672374e",
          "commitment_y": "0xe9f9e321d72a1031eeae8173c8e764a70b21c689b99f34047491dce3f5ac6e3b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcef85831c09043ae2e6035cae70663aaf66efda38fe0918df8b8a6edd1b0eb38",
          "commitment_y": "0x9504de7864966f25f66dc5b86c5fd1babe9154150c98ca65333d110cbbf9e107",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xa030ebe9aee76669b292fdf7b90bb357b5d6bc441fda1ee44a98e020ee47e6c",
          "commitment_y": "0x70c9f6463fc5afff004260032ca3a0a846dfaa3d091ab764b29fc25d38d1c2ab",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf1649751a8888d7e2a165f40116781e05ddec0657cb9ba08191f8998a37f943c",
          "commitment_y": "0xb6da23a06506ebd2d1e4a3cb4670d066efea6f11898cac5e01d4ebd553ef1859",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x6b3294fa16b2973cd436f9238eff06102187ad2d007b2a37601dbdd0a525ed19",
          "commitment_y": "0xf717d63aa07d9a16a4058380898893a53e2a0d7157ebacacc801e5aed902d78c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb4fed465b7b6684a45a188ab08f36c9745c450a725972b7e100dacc27e09dc62",
          "commitment_y": "0x15d3da6532a4f63c83820810021b625fd0cbee6f4e9e2657fea6cc9457988e98",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1ad76ae005157df0e01922f67c82664694a6fa5b86c6dfaf5a1a00fbadfc57a0",
          "commitment_y": "0xb8b46b34901b06fef78da2823b7fae843868e5611834541b38ee35776a8e316b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x28315e6771f32f93fc0b7d40b218753e807601bb2bfd49ba0d6a71dcc986b3a9",
          "commitment_y": "0x6270adfd32991ff5305c146cf0ee2563325fa748f95c4455ba234b6969ea350f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xa2c4bf72342e1a8a470faafa8e6bfa08ba61503b466310e9f68d35e332589b8e",
          "commitment_y": "0x3939cf391d1d5fe79ea80caffaaff6d088395bace20880bc8017ed2c745d6c36",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xd92f6b39ba96b08d140cdca78af7764e3e6335ef345aa1e6243795c243e14e14",
          "commitment_y": "0x82947d0263467f6b1df9b2fe05779b12af37b5bcb601ac7fa9d4d6ea33dafa82",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7932d3b7fdc32d5073d1b1c8bf156693aa4266ff95211a8414d25a8a3451409e",
          "commitment_y": "0x5a828eede0102399d45b46cc949327b243be0db33168df11b2778a225af4222c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7cbeb95ec9be8c75402c67f0fc7fc9316f6f003574e410084a31ccca8ff689a7",
          "commitment_y": "0x41113b4bd1225250363c40977e77776e11b325820c7ab0a9dcac54f626bd5d76",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x387aed467778580e940d062ba205e429b9d3febd5876193adfb097c65855297c",
          "commitment_y": "0x178178036938d108f9961d05f18afed98c2129bb83e07ae4696374af0740e7b2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1880b6e648ecf5274a2fdc7589a4bd8d8e8320e75fbaaa9b37d3114e6b7b5114",
          "commitment_y": "0xf9fac1a67e63da48a44dc78b3be855eed43e8daf369a68a552e263a18d176b8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 11,
      "present_count": 9,
      "highest_severity": "CRITICAL",
      "merkle_root": "51b77c5b91c646ad8e2692d1ac47686e5bcf7f909bdca876c5c461d8bed3eed4",
      "temporal_anchor": {
        "anchor_hash": "da06ecfeea3230e15071618714c1a52ce1dadb8da7eb419a96f021f59b534a6c",
        "chain_height": 531280,
        "epoch": 1791414104,
        "previous_anchor": "29d65c21e2d200d1348d4cca2be2e079b078d5b31effac35f39afbf7a9ddbd67"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 11,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.235701+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-36f5aaa734042b12a7cca08d",
      "version": "1.0.0",
      "model_id": "speechbrain/spkrec-resnet-voxceleb",
      "observation_timestamp": "2026-10-07T22:02:03.611136+00:00",
      "observation_epoch": 1791410523,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa66a0e4507f8a9d2c4fe65ee502210d8c286aeca5b3bbe4ed9ddc97c276876b1",
          "commitment_y": "0x878897943c6bd428dbda522eb8f4635ce4420017032b07452c91ee49feb317d6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xad72224fd1348a49618c5c3c818584d0d6e51b4333c8a42a3d5a0ed05a131327",
          "commitment_y": "0x8d72633589a0ae1da19aa7270ce0038abcb0b0b7df4e4d91d58df50f331a3584",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x5bf74a6b083582478f435992e3492257d3e7ad321d998279e822d005b3811953",
          "commitment_y": "0xcbef22b04a386f2343c4037e143df0fa0620f7d76fc589bf54443c7f0167cfd5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8887e20b3fe18cc026abe49b29193bed6e3ca51e33e16383996162010e4bd2ef",
          "commitment_y": "0xb15a074eb5c6d1e42bf9a945c1656e26444feeb07ecf1b0bd1c2ef892a4c3798",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfe70741079eb3d1eb94c77af248fd71556420832113b942908500a8137c08e87",
          "commitment_y": "0xe21daa3b3f7256ed699814244b2afab1e3a81498211e2cf853ff5d72efb7b598",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x97068473d9b4dc3d999e21c993a86cfbf2657714030c511ca5ee0f7ee069d9ed",
          "commitment_y": "0x3e941d08385f8e60b4044262643fcef8d6c3ba988e79c55a1726d695f8b4231",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x3910444b564419246aea66df5f64fb2868ea4b5312811243c13eab3c4127444a",
          "commitment_y": "0x730c46eb0cfbef66e7ab585a1a862df474da4549dc829c3750ed396db8e4bd5d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x342293bbd522fc5e990c2239eaad94d94bd0c11c3bf868b5d9721b58d16f28aa",
          "commitment_y": "0x1b9bc88a7c1767097b9b6da6521c476a7607d3fa15a919c2c7d6f3a4a2fc1d3a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x45aaa35bdb9cf31e11d69d221510a5a1375b26d4f8f3a3e207e32959dae7d985",
          "commitment_y": "0x3c69f5936cdc51090e91bafd53c81745da584b663187ed9bdef22dcfea588ceb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdc6cd3cae80c03e2e7a6d020dbe4dafad6bdf54239dc54401e7a75886e67bdf",
          "commitment_y": "0x9b8600e8f5a773ac6efffd889615184e841fd0d50037e6540d662c0b7f2adcf4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xad35444fc2c9b880c7d2f72b7b58ade7a2d3311117e285076c162addf2ca119c",
          "commitment_y": "0xd8c4e91bec383c7b0cc7dc48dd0df68ab139204457e45b78e74aae8ec9e572ec",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xae0e40e93749c14b16c33c209516d23c61ee3005549705b87000d927ce33b8da",
          "commitment_y": "0x39f40fcca91e475bec1ccd4247c9ef75bbb3128e7557cbffb35d40f26f9bd423",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1cfd65c8635ae411c8727a2214bf13e84bf83085396f46318b8a776edc098935",
          "commitment_y": "0x361ab7f89f2834e6afdbc290a5d4e35345156a63e9a7ddee970c5959ce8da00d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x33240ef4928434441fc7d0ae5d124c25a808a33727b983aca2f5d6d0352f227e",
          "commitment_y": "0x381a8ddb73b7c181dcd7c458a4c46c97b5eab137e31b9575dc0c036658ed13b4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x8f9116d1784cf55969ea196a798807a6735bd2492cb006e008ed93d25792b33a",
          "commitment_y": "0x6117126e7d0f01108012a4b0fdca4908fb11db52ced3b540f4fe9fdc2ce23df4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2dbab7d3cd553e44327ebf47480a133ecd14a946d6bf2603e36c329314b29118",
          "commitment_y": "0x7fe93d23c4ed7f6e89c45305f798a86103a46f529b7d0fc7ebcceedb6fcbe526",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x418f03a27d97e31255125b296d49a3a892d4b0225c4aa0928a71c2eaf63ae34d",
          "commitment_y": "0x790534982121d1269cfebf05a35a500b331ecf5b7458d3b7decd70c54bb97c2f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x354fa79efdbea1b202621223955a19ae84ff6e3bd7f31d42b0c75e63810fbdfe",
          "commitment_y": "0x21e31276165733a7e4a8a7c55b3de971ced669f4c8f8dd808a33a188147997dd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xeadda16a8cd5585e56d3312c517dc2ea86bf8a9b97c933b45983e82b03443372",
          "commitment_y": "0x462cfe30a072eacf4ee97a4a873e1c651109fc97303532ed9bec1b283dc0bdf0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x112c352a7d523250ced10c88671cea49e1b028b9b0342ab01300fc7b60bbeb08",
          "commitment_y": "0x331f14872d918394617c552e51bbf9483140c8601aad7c1a2da93f195b164c60",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 13,
      "present_count": 7,
      "highest_severity": "CRITICAL",
      "merkle_root": "79e41b03bad3e0f70475780eb98e076294532821e7c91394d2672a8e4e616291",
      "temporal_anchor": {
        "anchor_hash": "b58392b59385ae06d1a4745cb981ad1214b4dbb84a78663a468b00a521900ea6",
        "chain_height": 531179,
        "epoch": 1791410523,
        "previous_anchor": "8ef61ac65020e1d485f1d396e2249132269df980b57ca3474f1c49ba14a35ce8"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 13,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:11.274727+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-4e8f4dbddaee02cc67242aff",
      "version": "1.0.0",
      "model_id": "microsoft/TRELLIS-image-large",
      "observation_timestamp": "2026-10-07T22:00:52.520794+00:00",
      "observation_epoch": 1791410452,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x17a79062d93c6a7efb88764839bc939c188b6c7aca1e6dbd08c504122dd6ac19",
          "commitment_y": "0x739b2fa581a6972e7b0158dc0809ce370f727b7b1f9ee0f69eeb50009b87693b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1241753335366fdd1fc0c583a7eafb640a0cc371a515cc05fb449b3dd969b781",
          "commitment_y": "0x6c512dd3f4c160fd46117f9853af6b18e2959644be020a9fc728c08b44d4222",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd78cdac73ad53a42ba5278a6f4360a93448b7dada2ebd5dc395fb0f24e52dd7c",
          "commitment_y": "0x58f79acf631dbc1793a7b1b3a430c4d5463136854a1e1fcb70585fda397d2482",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4b2186e36a14077eace4cd0333d156c917d81a8ddfb9ec12a007d3ccb3c8879c",
          "commitment_y": "0x6830b8eb164beaf00c367012ace7860c3c13dc58b9d47de39f010a119ff0713c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x593691a76a86105619fb89fdd897313d10855afbd9ba72270f899b2bac07a83a",
          "commitment_y": "0x97c5808c3a1400e906ed002cb06af2ffebca256c91e36df5c9caaf686cb261b9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x45b47add68a9b93bb932c51c182c03e5c3969ba1117277a87d79544f29d9c2ef",
          "commitment_y": "0xdefa45d7b520bd8a471d7b35ac36b94becc9db89f86ab72e6ff48c2054921cd2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xe1f0416f9815d5f5a73d5b16db349c423dffafe2ff6f4707a3ab62b8bc50c416",
          "commitment_y": "0xe881fa0f7f588764cc30f6e31f083a95956f0514263a715f36fd70b2451e9091",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8f44d9808404aca3c7d0733b4d98365fa34790a8a24ed1c004fbeab6c1a1ceb3",
          "commitment_y": "0xf24f8cc130d496de34331d54490599230e2eece33a02da15fe15259b0687af3f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc8ff8767c74d2d2a7815b1910f794b6f3b1b1b91390ae13ce99dfe1d234bfb2f",
          "commitment_y": "0x9d6e4244dad104d8cf110a8d6891c90584397a0ed23b6bbfd0232dd851b35286",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9c749b6bf0f73db55b7a109e485e61c0e707add035528e45c05c051d699640d8",
          "commitment_y": "0xcf3fdea260020259a5e35be586f00ffbb6f1d737ae8fe388fafa3c1951ef1a9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x9b56b16a6123f972686158605a9b4a05ac407b10e02ef10ae8bca67b5ac4eb62",
          "commitment_y": "0x8e4803f32d27b35527ff03b3ecbc06d8cf54fc2fb887c3adb245d026d7e12c7d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbcff5c154cebeab24ca32c69900e1e50f35009964b64bcfc08be607de1e84d61",
          "commitment_y": "0xcf9ac9709e8dccbd20b7f8670bec93c2fa65c562c3717a491366d2fea7db5337",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2aaea506753df463268f77c0b1db3cece0891c3fd466d699d57cc8ff8845fa3",
          "commitment_y": "0x96851d03232dfa28388587bc54ded95971b34015de6db83dc02aa8ea6ca162e5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7286dc1afdf376457e9ac6e0d455d84ee68004b5ba393d5d1597bfe9258cd37a",
          "commitment_y": "0x2eafa161876a351b6c6014f335b412655be2f2411c91de7712164aa5dd286e64",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4bbd068d1e456d236f4e415a60fb54da4333088b72ad11465dbb668edb30ef86",
          "commitment_y": "0xd539cd856fe74141cd545370f8a830011cb6e1c9caa2da42b5721e1e75d3b61f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc3e03814635aea64da141cb55afc944c487364da7a83579b33cfcb04f52fedf1",
          "commitment_y": "0xef18aedf98cdd093674e509188e1db70afa223845b82b9704d0046154a33d607",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb700e97718e92476f410fb09c48802c6eb1ce1295df59e60d29aea7196701a56",
          "commitment_y": "0x93407ac55a685f8838bbbdbd18f17d9577e739f3c1e30309c0973d20f9fe2e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfaf7567ccfb5a854e8c3da0569e9eb2e5a0b6cf77264595820cf559b6209050e",
          "commitment_y": "0x89f464ddb40bd8e4fd201a902912ba529e950a7e857b7b2fe4c8a3ef0f29facc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3fdd315331292d429e63100a18f04ec3ed8fb550ca578d1e2fc293e4c7e42317",
          "commitment_y": "0x88ba8755fa5c2d3b6a1873faa530a86aeed9397c6429d291729c7243bd4cb6f1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xddbdbdf76d02e5afb87102844e8b365b4e3c66a75a224a538d81f76a8ae9e759",
          "commitment_y": "0x639be9d9b86586dd905a2a3245eec78c960a228660f60e57147e6baef6cb13c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "085136ba09665939c0356cb42b5298ec565bbc0ed340c662cc8233ee9bf95770",
      "temporal_anchor": {
        "anchor_hash": "faa1b9cb7e0177a0d3d9186c21d6a2da7efb8df8933321c67658d8c46d1a1527",
        "chain_height": 531135,
        "epoch": 1791410452,
        "previous_anchor": "23a9e5459c1be66078ebabb94802f05ff8c25dc3804d4b33f73bebaafd0092ab"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.267587+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-748334fc5c62adc53c8ec017",
      "version": "1.0.0",
      "model_id": "facebook/wav2vec2-base-960h",
      "observation_timestamp": "2026-10-07T21:00:22.360281+00:00",
      "observation_epoch": 1791406822,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x21a68fe18198acf158c7807352283d30fade3df6bd380f238a4b967e05d5715b",
          "commitment_y": "0x40c6563be10b88c8e29bc55b8d46188a6c8e9fab0285b2a8a71d8a5d0333ba94",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xed3290d2b54bc863237d4b9ff63fda0d1775dbc7bea5184af25e876c7922528f",
          "commitment_y": "0x7f76921d0769b59932a1a2d69f3de26aa4575a975cddcfa11fb1af4067ab24e6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x97bee314e18f9b6edda29fffb1f856d45d0e0679d743d31343dd7e7843f8bd64",
          "commitment_y": "0xadb7c4803066fcf0f9f73fde7770148ae6ace9ada4bc18f68971d0703dfa97d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc8273e4711e786028737fca284b2a101f454cf78474fdd2a65e58e04baf74aed",
          "commitment_y": "0x71597ed56f85911477e76c8a7d9fa6bbdcb92b28f5194fcb95e43dbcd03b9a1d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4239a55342dc6d2874299851576f6667b5146b804fa0d2d352d3026b62f75e7e",
          "commitment_y": "0x1b1269cea02617a7533e56e51ff45052180c759efbe111e19eb0bde2db627dd5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x7efa89a011e0ab5ce159f53353b5fce0fb903bc350815efd504b50060df44262",
          "commitment_y": "0x1631ae4fc4c891635e92c7d5cfb7e77f74ad5c1afbf211f5cd9b7972552781ee",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x6bec79db5f6c690a3cb5c8b92c30ad7aed228a306f34e5727aacc2e4d9efa71f",
          "commitment_y": "0xa22a5743a5ca19cb7f506a371399738d6d2793c12a57fee7ecce735bcd6bb6b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd43e3c1cb3e4608a8c817ad6e961fe99de9130ec7e56676d50e506e1a43ec80f",
          "commitment_y": "0x53515b0ccf24c38b3f1f8616fdf46e1f4a08a5ffce06c3202ce2ad8da68097f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x6ec3d7343762bea970d6978133d89dbc473c0c72f1f90af94d67711cac4e0a1f",
          "commitment_y": "0x342a1357116c729910c4b92c42e3f5505fc7140106e94af93a1b7ef832f411e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2b4769bc5113ec4f2d6b4b82534ef8b6d0be896955e16db1f64d67dadd2f6b6f",
          "commitment_y": "0x19810b15bbdade114bd26815b9defe2f5c504c27d54cbf5bf256edc256105e8e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x234ce87d028f291997ecc89b4571b9b5b58e074cef1a1267487e39e3e9d1dad3",
          "commitment_y": "0x994f6df98a497e55dc35e6f753360f9267135fda8192631ccc58046c3ab3b50c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb406bf367d4b330aa8a623047a7dc07db4a12d52bde0e2ba537690b1c0d548f8",
          "commitment_y": "0xc765ac29c5174afa3723bf83fdc635cfb785e4af829be728cc2114cbdcde733e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbaecac2e21a6b4a9c386a14888bc023f0065b48450d5bbcfec7277bbda3cbebc",
          "commitment_y": "0x52e1bc13f30f852af038649918b40149319ff3bea4bebe1d18e93d0547dc26d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x6e3a4d19e15bab1e092c957490a84f1d5cdaef11dc4921f23a3cc5f4b2f162a6",
          "commitment_y": "0xa9c53c7327474fd085491386425963d536d93367720fb61e230c678ee588e8d8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbd1088aabcae02ee17d5c1bf52e95615f172d94a93af115f5abf7a105a2da324",
          "commitment_y": "0xdeeaaf77fc7ea89e351e9b40258cbec67eb26adefa0cb421b72b1c1f566e1cc3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4107d891ef9720cc549b7b1bf32bc8c17d0744edd15bc70495825421ed04b3e0",
          "commitment_y": "0x5610c478427f6c05093329baad9a7e641a690354ece2a878b03e855ac8f08abc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4f8c876b226da6f095e5e28a9a213da5af2434a0fc941f34eb5fc2b9d621ca9",
          "commitment_y": "0xe7b52888416399774fcac4f64f7a2b0098772310f39306cc26b09474c625e9a2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x960baf739c4dfcf21527faa7cfc56b9b42ba182ad99980a193c8599cee983107",
          "commitment_y": "0xb1135227e7322452a1e70e92ebc5947c990945900012bdaf5b3b058c6b4a2ad7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x772b6eaf03858e613381dd7a949e433fbca9a5f435f80dd5a5c9366b7066daa5",
          "commitment_y": "0x20d17cab67e6e1dfb2f34e2a72db4f418354697843ec19ce75cd3d3bd98eb345",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x30c11a9806347652ca2bfb207be893dca8b59869c95655a8225a3751044fb6b2",
          "commitment_y": "0xbb64e70c6e4babad2c7df219f9fa3db3bf12085dd95e414a7a840951b6e1ab80",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "4b4c5246b83a996992cc052278ce06364ab22a15438ea1854e1c398cd7f3529d",
      "temporal_anchor": {
        "anchor_hash": "337c687116e54da9e768858d2862edc62cbb98aaaa8348fc9045be7ee5a1c05d",
        "chain_height": 531005,
        "epoch": 1791406822,
        "previous_anchor": "442f28faa24a044cca636a1f1dc02dde63ff8350ff7d8b91b6c15776baee505a"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.431480+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-a225eb941b977950bbcfedbc",
      "version": "1.0.0",
      "model_id": "microsoft/table-transformer-detection",
      "observation_timestamp": "2026-10-07T18:00:42.649549+00:00",
      "observation_epoch": 1791396042,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbda446ab4ca99b3e1155e1d838fcfe5d01e0c7e2f933aa56ad65a73c6a0b65b2",
          "commitment_y": "0x23e2cab58a478d438cb2e5326aa319809e9973f3506bbdeca78135c94f5ad6e5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa1dd78485c7dc689ef310ba7c4c848e6e6ccdd6efd51cbb3ca9d9024d545321b",
          "commitment_y": "0x8d02b2719503fb41a956a1628c10f7f930f5506c95b52cfa4a23555d5ad08a0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4c21b10077def274b6cec6d0b5324cc7e2a7553e71170fc9fab20779188ee657",
          "commitment_y": "0x1d0560e266f3c5499bb955ee32032a1c3b571a1db0b5ab68fb5cdc48e75b4a44",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa13295362a326a9d36c47fd5871620e3d6b133d17b733193be718dcf63d5e2a8",
          "commitment_y": "0x6114ae3866ec79c1ddb67c82c2866654b183563b9dfaadfd8ec4211126b404ed",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x61c7df19fb67b525f856ac93bda26d37ce9be39d04452525c7d41daa947910de",
          "commitment_y": "0xc49c8535bc0329f32facf4b46d70e818acf97641dac4681c6f50fba547e3ffa3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6f9e317f6abfc9b173eefabd740413a44c69d1414573e3992c02f2520aadce37",
          "commitment_y": "0x33e6935d8f14d2373169061d533787f6e2f4fa9ff0c5c0030a640e21a9e1e779",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x704bded83a39799e32696dfbb30061a037bd4db3a5441f58c06aa6f33095ec80",
          "commitment_y": "0xfac558527fdb735aac95a08a4b2aba55dc025f8d2fa42e2a0ad198b1c4bf0f25",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4e7602b8c2dbdcca0de3dd8e2879d788c7031da57b78d766033cfcb664bb4a8",
          "commitment_y": "0x6fd8420a08b00fc337ea71a84cbf792c5a5ad6914c6beeac1d32c97c8c2b217",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x783d4a18f95d872c3580cf6e1c15dcc9fdb006def03687ac7d2414a4af5329b8",
          "commitment_y": "0xe9fbe9d409797a998229b44ff2aae2ba9da81b5ca086a23d65d1f8d6b74670c2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x14fa728e1c1aa7b28d62dfe21c3402cac430afcad731dfb48b5aed43fa4d6c9e",
          "commitment_y": "0x752a4e99b8e17f69ca75af1a47e6d71295c07438b1a1b7ae9d78456cd5d73a8a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xcbbbae8bf51ee0411695bb807a9bb77c8cfda9be8a45f8e8ebd9d0b7b5fd456",
          "commitment_y": "0x6b7c6a118604016c25d6f5ceacf679e8eb211a238006c3ee79df6077ff66c7e4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xeb27c321024ae001145a5cdfe303cabdd7b5ebaaf325f815a79a0bf6dabdc1d3",
          "commitment_y": "0x151692971d3ab4c74b87d084c04cfe31421628c89bf6ecb4aeca14acb339347e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x65ef44de0ab95fafda63846ddab9393025dd3a569a401009aa67c6134c9db7af",
          "commitment_y": "0x41e902493a08505bb6406e0f81e1c53d89088418fb3330ff9226d4e5351f9a05",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3be0f643af700fe8e28bc696112a68c4550037144087aa3effdcc309eb460ae5",
          "commitment_y": "0x82e96543fbb2fb8fc614cc36ae1d2df41748637e7e0ef63d46fa424d98bddbd6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd043039414f4be8cccf39b1a3fe9d780bfb9e75074e6b38d57b04534eea2d724",
          "commitment_y": "0xe7239b1256ad16b3a70e0ec0ceaf1ca508c1d30bfccce3fc4876b04bc683d7dc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd441dccb3010307c05a7b2f6bde97c526d66e724385c5461f4265bfa39c4a23b",
          "commitment_y": "0x655a97f8ed58772ce3fce0ccb49c63f8ff2b1be748d90ce8732f4aba479ce9c8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf8228339890c58cf7636771f5573261a09ae528875b67a3cdda5ea4ae3aee240",
          "commitment_y": "0x2042c2d41b36f8deb7b6c9eb9640b97cfea011b7871279c989ebc77f4a3fc8cf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9a06b3b3f175793fdd6a18dff43687eb626362b1029c495efd3df311736792a5",
          "commitment_y": "0xaa90d6f51825af1dce433454e51f4ee03a28a0ce77544e79fcfd920d6aeab294",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x1dac189afdacc5754ce714cc7e6516038e6e904af76ebc07466c5412397d4dee",
          "commitment_y": "0xf1c05ed1ec8c899d793b30aa480c2b66b14b65a25859fa2e9122f0e4977db023",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x13ed533c679255f38761839540c5226234bf55584fa631c5bc7e51c6a19a4dce",
          "commitment_y": "0x2fca1bfcbd51ae393c73546f77b642c3ba4ecf0be7203dccd858551629b3b0d9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "1fa4e3e2080e49f2f16087efd278ba25dcaeb974b8079932318d797c682ad315",
      "temporal_anchor": {
        "anchor_hash": "5270e2bfdb0ad72596afa41e85eb3b72bc5b4ca548856539de4e7fb08a4579cc",
        "chain_height": 530673,
        "epoch": 1791396042,
        "previous_anchor": "442c5fc032846c8b15f1c0b223074123c5e3d0435a2caad9d7b9115c5633322c"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.354960+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-ee2046c4ebc333a31f54eb0a",
      "version": "1.0.0",
      "model_id": "colbert-ir/colbertv2.0",
      "observation_timestamp": "2026-10-07T18:00:36.076260+00:00",
      "observation_epoch": 1791396036,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xeef61dbe8526d8d8fd5e531d3432eb3eac7d89ae0fa7b167e45482ba1659ece9",
          "commitment_y": "0x62a4b71be30e943a5956ffa07267111fe5f3edb943a099517fd46a6d36663c49",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x115dc5fd55fd1fb10f6394a4947ca96f6888ce587f607f963e86d74889548944",
          "commitment_y": "0xc17311c8a387982639f2bf73d29ffb2aa91e075326afad6076f6cd06788ce94f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb90d18dbbc04bc611e1ef4a2293cbe627ecb1aedef6e40c1049cb1a01f4b90af",
          "commitment_y": "0x94a3f997453e3741e71d17f28860efe6c2172819532c1bfd827ff458fbef8138",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x58e1b568365d7acd06158b56055d1cbaa9196f6ed499957de7e6bbae50f4470b",
          "commitment_y": "0x4a4a7cc4ce65cbaf933b03d1f729c8b28f1926e2e2a4f0e6f71479e852905649",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x922d4199b0b0a3e00e2ed553c1ab721be494f7325031ccc95d28dc0a4d9da90f",
          "commitment_y": "0x446d31a8a07f3d3ab0b197ea60965f0a89102ea6b9b3c03b8dcd2151aad5ec04",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb62dfcece6e305ae8d8cfdacde365cad4dc09a2c95275c45d5203f44994d7858",
          "commitment_y": "0x1c73a1911c3f5340127c7a2d08ce8703f6e47f96dcaebf7dc0c7f85596c28546",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x984d10e13317a365ebb8a08cd415723043a8d9ef00e132e14df47eafee85ce5c",
          "commitment_y": "0x7f72e9fc69aaa27aa5abff314bb98bbc6c95c4af951a71b917969a0f0cb81ec0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xafc750fa4be8ff5415c8486befcc726314821d68f848d77a5a9b9a9f036e9cf5",
          "commitment_y": "0xc13caf5872e6e41fc9f1bb6eba5730fe4f0f778eec2c237d3323ac277073e084",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x726a7c35962f86b17e26a6d518dae6532cab85434c3ec7ae5b7114b1c5574b95",
          "commitment_y": "0xdddb848329995cff67b5527650d881be17445a7f3cee0ac4e8a411deb21aa8c3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe1d5041011ff0931bae9db67d5c7fef05dc8612b242903e5ba6a5798821a5d91",
          "commitment_y": "0xf6d551d3115d93a44fcc7c416a47177740fc9e5c4dd441d26808c11fbf12c344",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x8363b37064e6b1c9ae7af85d3ec7941acc68138dfceff0a80580a38e7d5b6ace",
          "commitment_y": "0x6c843a371ac7d8491e84d71d03afe01708a94af96d61a525f606b7583b6ad0dd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4aac70998904cdbb390babc9379fa0fb073b52bb1d45e0a13d140b748a673c31",
          "commitment_y": "0xfac33295c58a14ea47527ef6171a7b5cbe411ccd038de6a8c6bbb452fcd2aa66",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x74a6dba7ec4acec49295f5d2d2ce5e0f35ce9dbebbe9d52e8a849358d8775643",
          "commitment_y": "0xe503673d2a4412164d6e74b0de0a113d97b3959e36b037f55f84c0142acfe2ae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf6dc6444199338f664b49f458dff098befe8b462776cf8a679aadc6b51c905f9",
          "commitment_y": "0xc8d2eebc239c3e1a62a613f75bbd59a518e15496cf0e10acdd73de0189352863",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xb38246bda2a64b9af3baf5286e9f9411b558ed06048019e7ce70c787b9000594",
          "commitment_y": "0x43ef668b082a1c4e979994c2a25b58afb93c23f3624841e621a39b90966f4274",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf3742d901e157429d9c786ddcc0c0ffc84b25e711eb1017b6853427576fbcdb3",
          "commitment_y": "0x98eb57a7691749c5ec9feb42964c303a1f4cf5a26f1666d05c5804e92d1de297",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdc345bf2756ac5dc5fe8c4b75dbc91477e37909985e524fa49e2a0313277a34e",
          "commitment_y": "0x90e4a5ed1b7b04e24c0d597320af1851d0f0f427c0006429258e642662164230",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xeebac9fc633866547d25d7f36d8f0e4cd93965b61e70688afcebc4aef725cf0",
          "commitment_y": "0xa123b20420f6451dfd6ecfd9e41334d0cf7e29662ec5e4f0fa3a4a9d3dbc3398",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xcfe4cd77e4c2aba5a6b3e9f96f45eadcc258990f55087475d0b0c23929c04c0d",
          "commitment_y": "0xe9aff858238a489d70ed22900fb98a7eef6c7df2110f54f477add438e834246",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8749d7614f5dfa3340a29a65c5a164b4690e2fed8c0f51e3bedde45272dff894",
          "commitment_y": "0x58ec4b7e1ce8c16b8d8dfd18e652ac94045f62466c75b330619a008f80916dd8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "e3c7793722686cc705d525de0ee57a57eb7c8758d1c6a782acc14a98274b6ee9",
      "temporal_anchor": {
        "anchor_hash": "44e448095512342a921b0d0f985968403567839345529f505df604aeb20942e8",
        "chain_height": 530669,
        "epoch": 1791396036,
        "previous_anchor": "096ad186388f3f26d58fb60731934bd273a8aaaa60966cc1f68cee040e64d9db"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:06.620382+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-25277bd0f1f0cb0522bcd6d9",
      "version": "1.0.0",
      "model_id": "alana89/TabSTAR",
      "observation_timestamp": "2026-10-07T16:01:51.212349+00:00",
      "observation_epoch": 1791388911,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x11c5609d5cc7ae3d076fc0d71eeb834e4609f74a680b2797f1f8117d1ecb545d",
          "commitment_y": "0xaeb30d501f5f96dd7dadf58cfeb1e4634d53e4da6fc4b3785f99df9d984dfb19",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xaaead6cef2f23f3289bc81731318e454779f6b41475782d76514e73c9fb2e25a",
          "commitment_y": "0x119fc2a9482f7cd02312ca9642d85157c4e3976df7482b7f2965ef7ed7b1d95c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9b145b0e24fac05628314d472487cb19fea6e0b73c9461e9416619f660834a52",
          "commitment_y": "0xd59c6cce5b6e590715aa490096ef3b1784846c24726d14c91d1a9c3f6328416e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xda7c7ebd94cbb227355b2dea6e093c4ba34a9c819bbfde80ed46143aa0d05c7a",
          "commitment_y": "0xb141e14d4a4a4cce0ed1c72802cdeb1572c4a0e03410868dce9619d218d2a763",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8fa1d6478b1d18fefd8f259da1477f28e354e716deb97c7811f7d54cb603854",
          "commitment_y": "0x1f386fc935328e706a787f5a5c781982798cddb316739326aca034e7017daaf0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4905bc34383309e6df2e9341118f2a1f54c489b7c78ce5b30feb3222b45daf10",
          "commitment_y": "0x8b2f19c0dc952ee783bbc6f08072c191db9e1a8ef8c7891e451bcdb47e1c4f96",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xedd5785f1e3dbb7671921a365b5669f5323ea6ff8331dbd37e15ae1997bb3a4a",
          "commitment_y": "0xbeea002ebc0ac104c60a8b5f51a9c3c6a8ee3c3cff0c54d3affe658c35060240",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa986e6f8d7d981f4d7dad327a06786141b09a53307fa5decda61929400099e8a",
          "commitment_y": "0x56486bdefde8c06f2cf769da8897e0ed717f5b33de9e6e2a9e3b930af0eeb845",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xbf0c4a1bfb63fcaf2e78c52e8c870b69cd7330051d4d153c148e5bb26e126686",
          "commitment_y": "0x36939b41f221f06657890e364ebd11882095bc848b7545ad1b5384e5ce5b8d27",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x856dfd6b43fbdb7a0e6bc20ace3140b1ce6a525a433d009498702b9e0ca654a9",
          "commitment_y": "0x6b0db157b68ba18f7f5f9ab77d8651c90b602b619c9f0d9317d1f65bdf23aaa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x9d5b56aa1ca009122cdb69864e63d71feb9f4bf2b477d4b7ff4bab871bc7cd81",
          "commitment_y": "0x58dea2802e7e1a9753bd8fdda4f52b149241cf8e286399b16ed1f3fc6984dd8c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdc58447bc8d1248769a738ef724ad125d56df7840fbacee459d8e597b291f03b",
          "commitment_y": "0xa6551893e86e9645967937f52a93c7eee64c464d26ed718d76b1948470d888cf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4a962ec2ebfde50a711d21a77a1ddc58f22513f5f01475854b609c46e444827b",
          "commitment_y": "0x93c8bc4d0b3821e74b27cbb13c704839c4a11345c84bb1c5e3b0d795927da941",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xc1d4e82532e81760a0c7287f7608488fb82f8d3428b6c29b1d07cc706766315f",
          "commitment_y": "0x3c8c6ae9d0942896d0b6ff748fdd0b7722dcfd8ea8b060c768b01aa19378cc4a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x91a37edfd66cecec94b6df419ada723ddb14489ee2cc7999d1dace3e89ca30e",
          "commitment_y": "0xbd09c89d4c7ce258b72fd6a9193bae074be4c73edab88c6dbf4fa6ebd59e7069",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc55c9a9f0a6d2bb9c40e42f399fc154f103eb6887fa871f2f341dff305588409",
          "commitment_y": "0xad0de68fe5dde3fbb4f5f0c10e895a334298af08bfd486b3f330fbd3b3a46e77",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4a9f6518090d83115d9d3e3db080cc95baebd397b8efff62623afd4658970a53",
          "commitment_y": "0x8dec6d430bfa385d1e7dfc5bda77b9977b7abeca8ef8c468df9fde5d4fc659fe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x955b2a68d0ec83842d7c1a5cf837b1cbe6bdc2aec48c0d93f26ca37be7cf5d70",
          "commitment_y": "0x5478e7367d5ac32cd2295ffa8ce0c2ee298f0bb0a8d21f7c976ddf4f24818d77",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xefdc78e3a9eb3942d5b1b67f9c6bec1d4d19e4f08d29f7ab10407727aab7a5a5",
          "commitment_y": "0x580feb8da6dbc81e65382f94f4d1df1a802f2fb88e184c8b4f0dfcb06ce55897",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc815a7864baff3feb2de628545821aeac8a416e35f347599418e7d65be03aaa",
          "commitment_y": "0xe308f9b66fa4c2225f4891c63b4f4896828684f161ad65a9b0a503ad21120281",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "7e4aa45f8e6938e97471059987947c0ef6431624addfcac05775484fc4654a2f",
      "temporal_anchor": {
        "anchor_hash": "f32be09a55f0dfde671798c55c2c4aa2bf7eb47bd73b813beff5d8463a8a9cbc",
        "chain_height": 530485,
        "epoch": 1791388911,
        "previous_anchor": "e5d95803b522dd20b34032fa59e8b57711b238074870acc29cbf2c5b6ccd69e8"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.387531+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-5b3691db9a6ca8e19ff440f1",
      "version": "1.0.0",
      "model_id": "mixedbread-ai/mxbai-embed-large-v1",
      "observation_timestamp": "2026-10-07T16:01:02.435185+00:00",
      "observation_epoch": 1791388862,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4cd92f2eb4abad6c2d4eedf29ceaf160b4989875385cafd93a4c0ee59d8dc452",
          "commitment_y": "0xafafe85b04ccbb15dceeb4b9d5999e4805f26ee547d3551f933aaab421e96f29",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3d52a97f1e0ccb2388d9d552517eeb5d9e3b6389b00818805282b00bb208875b",
          "commitment_y": "0x418b8b4047e41b04df74dd8f9b8a782cc6fa6a9b7cc16f44091543dff0ad2b8a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x31c4161e1548492a08d74b60b6e81c15987bdf6734ab9d072d9ff8c498ac3d5d",
          "commitment_y": "0x2a9fa15efc75c36929e6000768d9220e27baa6c6775ec517daaf7f197ed5c4cc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x61858a7dee06d1b44eb3ff3232a114fe652b7ad29b4217a57966a31d6dd020e7",
          "commitment_y": "0x5b6945f71ab1f775d5b80776db1c7124d0d6e7f3cdb0838c9cddb732348bed0c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xca46af2c17f72b5fa323b3d6ac963716063d8bb5140bcdefa66a2d4a59095496",
          "commitment_y": "0xb382ea242b89a5fd4ff4519345df125e33f8c5c6da39ff3a507fd448422f5b77",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x71d17dadd620cf97aeb6ed79b10e55381cd4aec218e7b842adda7c4a1c7243ef",
          "commitment_y": "0xf01b183f69d23f5dd0c4d7ed9ac1c6803622792a18f181cec3ae26609b933f69",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xa70ded72ec6d8e8aa3f6bce468ec2043231aaf6d6f1b65d38bca91c091323959",
          "commitment_y": "0xdb546f3de25e5352ca2281ab83adc3e973b5846d5ed10716ea73e13e7618d314",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xeeb178e33e7b60e90fd368b4eed3750962294ca219e3516f8be479ef16602ab5",
          "commitment_y": "0x816ac788fbe13b500524a9aa5bbe20d1cc6eec3ec55b2544e0bcd662e337bab2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd36fc6a46303ea9c1e35361fbf17dfdbc1909f947978fe51762dc2305e187291",
          "commitment_y": "0xdf3919400c2df7e71e7b76dab15dcec34995b5045044d9f3eafa6a289dc9e8ea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x254073200f3af3bea7053017358f0afd7e2cfd61ec6c167426d80b03456442c1",
          "commitment_y": "0x5311e9e543aac5b8cdf73dc92a7f70e6fa5546d589eb2a14963e02bf5b4a16d7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x8c38d927beafeabd5679bfb14842bc854d326430adf31e24edd6979d0b98896e",
          "commitment_y": "0x3a06c184316fa41709a364e7b7bc200d2c1812b2f0e1c1523193bc27968cb2d3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb5fa9af18dab47e7530aadbfba9ee45b0990162771dae2d8d73d0b1f12508ed4",
          "commitment_y": "0xbb9c73a379ae0727b6827e0a327a589f7193c2a85ab931ff65eeca54d84ec31f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xed489cfc19e9f09bdd87450f77284483d3b20e60e40e93f411339469b3647f80",
          "commitment_y": "0x592ef884fd2abb4d3d93ff94d6c5f737216c008d4521871bb754f12f7a7513bc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xb6a852c91ed21f346356d57d4df5c262df5b9ee77520bac3ce1df52e402b4000",
          "commitment_y": "0x76afdcdac37f0df40f974bbdf65283865027f908fdb19bead80ff91e25150cc1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6df729ae825c90415dc4bc221cd3765fe2a769100cfd3ef3c31a002d06b76b32",
          "commitment_y": "0x3e84ea939414211d26a5531557f2c060807cd6d9dd17acbf7098dff1bdc2e9b5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xa8c658236c064cdd55fe198aaf57de7b0a9eb7309641f65e205c52d77b34a8f8",
          "commitment_y": "0x6bf39d7cfbcd2b2ce2c479fcc7bc7a513c1bf86fb6af7e4b3fe96ceec4819008",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcc9f1c5262fb072c65eae569261d6f89606b3899e41fe5a71b70764e2d15593e",
          "commitment_y": "0xf007065595c054ac9ff6accdbb23cab32d9689ee65142cf0939eabdba7baa675",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3c5440a200e922c72c27015587d23f8697236d98df23c167b46865790c461b67",
          "commitment_y": "0x49b9bec157707f689d1c6e64cc1b4baf0ff5b5debad4c600c1e5b8e2e15b4235",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd607eb4068548b6090ef2c1b4cc9eb71548e7bb44948202a761f727fe78650e4",
          "commitment_y": "0x4806de8ee4f3969030f7f1afa455154884a7e135d6a414b60e5bcc6a1c3e01c2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd3fcc7a7612f7a67b0c6675a7ed59d98edd5ba3c4629a4436edba57987515e82",
          "commitment_y": "0xdc0a1ef69009502993f2979b34bc13e9c1f8847fd7562e263ff8ba996a7c197d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "6ca6b4497a7bf3985a088e2e6cc2ed566c036ccb58f1670ac9fa4b9a38ed1d36",
      "temporal_anchor": {
        "anchor_hash": "573d692a260bdf8d97636617437e0703ab69b78db7534e985cca37b08444fc8e",
        "chain_height": 530454,
        "epoch": 1791388862,
        "previous_anchor": "2e869c055ea4e52f5f0d6f0d2569fca0e3c9c6ed31c77d50b549572d23c515bc"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.506547+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-0ce4b0ed9dd74039797c4268",
      "version": "1.0.0",
      "model_id": "nomic-ai/nomic-embed-text-v2-moe",
      "observation_timestamp": "2026-10-07T14:01:29.884718+00:00",
      "observation_epoch": 1791381689,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x58053b8b12ffca0a7ea39d636cb839db86ceba0c05c623b77cf144f8d555348a",
          "commitment_y": "0xef9d5cb7706cb56d0c527ec98abf3d71521219653a6b7ae3d0527dc2c8f4b13",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe152e8c30f1563d9d640b920b65e27fc482b01f50fbea093d71ab44155f5fd5d",
          "commitment_y": "0x2ee6b254e7a6fc59873635b23b9c1523bfdf2603eeba176539e226af273e5298",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xc10b9b2978740939762850dc5c0cb700ec27695c262c46e2dc2e78afe86b6a87",
          "commitment_y": "0x7c0d8cdb11888c9e3917f91d2ecd1cc3aa6a68992081b0fef6b0cdda38672b3f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8c42fd030dcd5e8cabcdcfc5c2cac79d358a12d042bc841901613073e035cb9b",
          "commitment_y": "0xfd3b9a04aef43db5e7867199aad344a57ded3055010ee55401973cb0345bdfd0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd624f590627af971e8f342e003bf331c6dc7421a0af2714bd2332c12e49c9f4e",
          "commitment_y": "0x3f59f6cc382b74a56e0e50c80f707a1c3691c4693a60e14bec4384d7af1ef5d4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5cda3e275417d2fb41f1f59f3e5b7e6d425aeac65ef12e93f0e660c9e81f4b3e",
          "commitment_y": "0x5f8442a07857c84b11f87db4b92cdc02befd0c1ebae0ecd7eb45b38246284ee6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xee9b839c4db863bf46c6ce6ee38265e3db70a1b5cff3a831161a522e67a1f264",
          "commitment_y": "0xd24a118072280b3a312545af49edb797499fbb0cceba9cd69cd6f1ea25d60450",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd80ff56a3de8ccee1bbb21a7642fc34ba7483a1140e2df6c4e62d6833683b7f6",
          "commitment_y": "0xff76aa094a49e8dc4268eacb57800d65501731c4c9ee702ce79f01f382a161af",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x70d40ee3bc180c52d839b71e66b8c7fd4411fc5456006500aeac0ad55755867d",
          "commitment_y": "0xcfa4eaa9016bedefb0abc5c64fc106ab18f948d270abf12eae51d3b2e893b84b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xabde3c12ffef28671b80ffd4860d1b34b8c15748f53db091c796e02840505a43",
          "commitment_y": "0xad151de7265e08e18995959bdddd1d74c99a27656ef90212964bf27745a4e347",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x2f61b48c4d47ebd7244817e9d4ed598b6cf54e338355e200ffb5e2bbcde66035",
          "commitment_y": "0x33efa4e8d9008478763021243432722178a3ca4395f608a6228f9702b090b17",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xde4928d3909b5d2c3535883a01ab660f1947df059649b62333bb711ce3313999",
          "commitment_y": "0x9119b1c556a8a3ed685bc9ecbcb632d0ea12a1daeb058fbc57fc2938c2dbddbb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x83bb5555583393993650aa50bc7fc31b222a6c22023d664d586435e488d61123",
          "commitment_y": "0xe63e5eb3198dd7e80b75b5b054a385fb605e408187ba2431349e8d7706942080",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x142eb7e7899f7b2380f09715c48ac13523d2ea520321b8cec43552c116b5db32",
          "commitment_y": "0x9953e38fb9b8e817144ae581f91ff4c14190fa189f57d690b69e559077763f61",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xd67cdf10ac9eca7b1cc8c0cf4a396e082da2135a0629a8d699b4f754a9e1246b",
          "commitment_y": "0x896448569bb671fe35bd0db3ffb242ab0f3941d89e9fe9712c744b95575b9a21",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xe3f935bf7c409fb7cc5e562fd3a2a4b744a282197147ffbe4101014e257a20a9",
          "commitment_y": "0xd33fcba5096143374a8b6e1331570272355481df894eaf98f35bd56491562dec",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6ed8a987229a4650c0655c11505b60cf0b56ea8f3210b37f68ac81df4313780a",
          "commitment_y": "0xebaf287791fbed4ae6ef6a3f57fb04cc3c8aacbbffbf4c0f18fed63aeba3d144",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2388a68abaaa5f6ce840c1c8f0061b6593a9f31bdbf079744aff9a7df92057b1",
          "commitment_y": "0xd333e96e795cf9a7d095bf6c5d098bbf90dbd436ca9481f92a22e41a2b5b73be",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4b2fda96e6128608d76deff4dbdf9a3ed6f503407589a068c2de50c7e6c0eaf",
          "commitment_y": "0xa53b3617c41d84a729de71f0b4b13c8a07184155b66ec44f8f2a950a353e25a8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa05b9f67540307015204e25b326e7657a2850ae268f79d9c812ab6e03dabbe3e",
          "commitment_y": "0xd62945b312668b1c2150f951eb7718f931706aa0d08d51d047b081f7d5b19d08",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 10,
      "present_count": 10,
      "highest_severity": "CRITICAL",
      "merkle_root": "74b86acf838f04396de80f12834eb206fdc1c7421896c0c59b79b9167be7f59c",
      "temporal_anchor": {
        "anchor_hash": "8b4046fd20b3b10ed86d233e582655123a2f923135a5f3e89a33ea032e301280",
        "chain_height": 530237,
        "epoch": 1791381689,
        "previous_anchor": "5e407c7a99d9aa9b82d019cf6909f8c222116efea7f2f39b4223fa398309f6ad"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 10,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.054805+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-51b3a1c3214c14918939d64d",
      "version": "1.0.0",
      "model_id": "ibm-granite/granite-timeseries-ttm-r1",
      "observation_timestamp": "2026-10-07T12:01:46.025666+00:00",
      "observation_epoch": 1791374506,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4d66bbc1358bfad212dffdf202acbf20f7123b6e75d1e6187c39a5547e2de972",
          "commitment_y": "0xd62435445144dc62bda6539d4993c134e19096e4b8a7d813161093e96bf79592",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb77a6b02b54872319aa8adbe7b05523610da35d63d77bf5f9538d1937aadc679",
          "commitment_y": "0x5b811d8f86cc008debaec5c563fa1bb8c3a2ed5d9838df6975c1155e748af716",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5dfac7a42c9ce6160dea92c23b0e32c37aa3c77f853b85773666d0e41f5d25d7",
          "commitment_y": "0xc03156f24bd396207bdd6ebd66ee1000115025724105e8bbce561a6d25a76d89",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb58f58a5b41f5d6ed92ec211961fd27564da3b87824a07b24537fa7c9cd20565",
          "commitment_y": "0x3666dbd0982e02ac4d44f556c145caeee135739c1851c3c6c49eeb9336bd4be5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x747c702ac66bb30d73943a0666b664f8dea2f573bbab0337b59c0831c3feab12",
          "commitment_y": "0x475a69bf19c14a40ae32f39edf47fb8e745241abe5cd0c9ee73f434c0a1684d5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x663a99890c7e73c107caf94529c7cf90a58155a1c3ddc2ecd56045af69533c4",
          "commitment_y": "0x99d1d8c32f32f16f81df2691a5323ef39369505293c4528773c2a7b4473f4bc2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x387b9ddc2b3718c7a5a105108a7677ceacea661a99420055c517c0c8e9a2eae",
          "commitment_y": "0x36427c2e368b7897e655e58e18ffee66cd80790a9f6617d284135ace695ae77d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf1ad75ad10794e614ef1a758bf5a33990b45a323d8ec65d137fe7f3aeb2b7964",
          "commitment_y": "0xc2311c55e066ef25d8ff19534fa06f8bfbf57f9932fb6a0c6be925b97f0c755",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9c8347cb5ae43e5e03f941a0311641f75ee68e1ab37617cdeff0b6ebd5a096e3",
          "commitment_y": "0xe5d74d843ce778ed979dfba2d12d0c0d9a7914f4a2a93c8f4210a5c256a945e3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa01c9c3224ebdcb358433da97f165e770864a67770609dfaaa8fa465d4ce7e6",
          "commitment_y": "0xdba160f11e96287dcba36b6677b47f30709a14aa751e32cc57eb831739c3b586",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xa6e11643e88626a7b5c4f95a63ede5aaac5cb7578186e3d0e60d48f02d74e3a2",
          "commitment_y": "0xcbbc04172941a8b7717c75a567423c160e9ba5affcc64a3cf04aa8fc7877d04b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x79cb8bd63b5520e2e61e9b6cd975159a2ff4268699ff434e7509568c6379ab95",
          "commitment_y": "0xf9652a9a23e5ef882dfce8a3bb621ee7dfe36764fdf7e99999ab5870e4ba021",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x59752c1143110fe0d98fceec2c4dd4ad27150ea0e331bd3dbae6dfbcd7015780",
          "commitment_y": "0xe3604f2374ecdaddfda9e7d7ca8dd43139abb50dbc3c4835341dd56affcad5f1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x13c0d671f78dcbee080feae684e4c64e9a4f1d508a60681a94f63211a6fc2ae8",
          "commitment_y": "0x4d84e9df658d753bec0995adf677c1e3223c3e79e11003addb2d72fd4f780a4e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x68d2a49e2ae20ab091a1da6ed42e34e6a444c37ac442816e638cd2cc364cdd03",
          "commitment_y": "0xeed76ad0252a095d26751b4c30d3bcbfaeaee9b5844c1c1ed5a21aefcce6a016",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x4e4d146a976a5c6a2118a4119fa3e523ba6cb16b4e07be55d4ef5cebd30e57c3",
          "commitment_y": "0x962d3673e26c3ae073e4ee80f200a52a0024d955ccb0d1e38153338d49bdd20",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf2b99ffcfdedda08f073bf32d7283c8ecbfd4ba7877b27ba604c1a139ec54449",
          "commitment_y": "0x98d0c618342734146df7d190205a37918cc124a8af02abf0f3217a4e802b1273",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x16aff7237db16df925f9648703c29c3063449e33fbf757b4ee934b94125c0ac1",
          "commitment_y": "0x83520b20e3fab7601e541462c80e1474d4891bdf76a938a102fbedbb5d4911c5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x66b61a518c832d12a8047a10682ccb43fea3e728b4dfc294ba776e38ac8cd925",
          "commitment_y": "0xc3e2df4a2a0bfe9b6a104b49bf842be84490cd2a419218f3d7adbe72a730ac52",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc10b3bb8debcea19c0a00089a88356f0e390bb9989c2dd7b533d6525b9d785fc",
          "commitment_y": "0x52e71f6bae2b0c1b5845074d33ecc5f075a636750218a3b02695d7c1c84d8473",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "8697f33ca2575ef017a8fdc15e08446c32c829aba487d07773673ca600353329",
      "temporal_anchor": {
        "anchor_hash": "caf6695d867d6efbecfa3722b3359d7775f015f2df0df54b5cf2fca8a0c35ab2",
        "chain_height": 530025,
        "epoch": 1791374506,
        "previous_anchor": "e82e93992d9dfc74e84b827bb4c7926a84ef71edad32471939b143f5b28f50ee"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.026542+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-1339a85cb3c31b43701d5dde",
      "version": "1.0.0",
      "model_id": "facebook/dinov2-small",
      "observation_timestamp": "2026-10-07T11:02:47.985892+00:00",
      "observation_epoch": 1791370967,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa3123498a443caa5c897283776000e8927acac46bfc7bd371a4789ddf0755b56",
          "commitment_y": "0x1679e87dd6f000ea00b888f0b057c49e09c8813b4e23a3b2a1bf58153aeb3760",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x92ef5c51f1536fd523589103e3555680419b664ca6c01cb21c4cda1536519a39",
          "commitment_y": "0x13afaf372192e2fb5d53998a653c3360ea79fd20973e4a105349770e322ab705",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x138e2cc10fa8d368167a0b1ed095c0adf2f9c1f1c26207766f943e184d03fca2",
          "commitment_y": "0x36a9297e1dbd61e2590e3715615c2c272f7c77883bca2c36f05f6a0191e50f97",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x99682dae5f3b9cf1a44810624554c60b8975894289f424e01a6f8d5e2aa17d5d",
          "commitment_y": "0x1a07badb783d3887b0faf7526394bc845a72521a25dabe616645cb550a35616a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2e3fbc9cb80157d35d0bd25d9d92856601853f7d52a40f47784f83ce12206e7b",
          "commitment_y": "0xb1661b62cefba382ec41466d7ff59f5343a9534c1e4b7cf3dfc39656fc9ed5bf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x671cf0cb84419cd066325359ac3bb3cbb420f58b2c16fb1114684e821f33f965",
          "commitment_y": "0x24a576b9cf995f6bb4e7d97107759b3a9ae4ba623eeec62d7f4f45d4be522fcb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xf7e9628b244496700704df6e774328c2b0a389103e94438b723c89798f149ef8",
          "commitment_y": "0xbe9fa212c7fa0de292072741a5ff5fa87db96cb92527283eba19cdf59869b7c8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x83010cfd514ca4e782ca7757ecc06ed13ef2b9a32ffe3d5ada3ac3b3f15208f8",
          "commitment_y": "0xf679dddb45d8a037801cb6153837fa6fb170286654780e4946b18e52280484ec",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xa501bd8aa8c4af0d39547789341ad155d194908bb4b93c7ffadbe74ebd4d293e",
          "commitment_y": "0xca00d8879c5eeb3b5e2719ef350d1170c689fc5da5a9b62f26bf604f7f683170",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbd8d4f6441f4d57dfae00b0c86d89841b96fc3ebf96d84cb5dd060cdcad022cb",
          "commitment_y": "0x2cff4cc3409ca4e89cf17295e88519a5f1a10036e2509707cb48a03a7fb193cb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xf51060c9c32d5ed46b46a9f03884bb59db17746b8b2d46d2cc5bf4547184543e",
          "commitment_y": "0xcfffb8d9b2b8d27bcbf8e7009300b67fc61a6e7b2193d977f4742bdebbab8cdf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe7cf2d7b25afd75aedc3001ca3cab1d0b3cc02fc9b2635fe554d4d75c47ecc07",
          "commitment_y": "0x6677f10a34de80da8c2ec3e150028159790841320cb71e5b7a7b5140034dd166",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8ff413d86215a8ab027cf82dd79fe2a4256b03c48d4090858581d24a1e32bed4",
          "commitment_y": "0x28622855d6e952806467fc526b8af8b715141f8434b1ae3c096096e0bd5101cd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xab39b6576068ff03e8b6d4965b892addbc3108df0f2d979b9fe5c76345c83b2c",
          "commitment_y": "0x2954a3391e37cbb831a6871357e2746fd0d017435d5409ba137f097819c2b79d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6044456c88141a871b54cf705cae90ca1ea1ad2b311054b597b3d4444f5054c5",
          "commitment_y": "0xdac90754fff908298e1b65195241138d6cf454e766d8b92075c6a4fc0e7558fc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x208683aa668134507315f1b845ea882d8e674faaab07314bd8aa33dd798cc15",
          "commitment_y": "0x7cc00eabc487272a56517b446b258eea759bab92d0a52b7ae66fbe14e997dda7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x74750f6958de4d444527026ff749a821425886e741efbf5330eebf8aaaa89cea",
          "commitment_y": "0xcadc3af9902c7ce9e601b543ff493adeadcb8d6b369f41e765e2cb4b13201d6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x8b3bd0ca2aa634a22b2adcbc8e6c4252dd057021307d426349149d22dd98232c",
          "commitment_y": "0xeffa8dca6cf15e65426ad0f1f25082b3b3e559c47d7dd5e32e1b9894607b891a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf649343b1735d191adebf492cb6765f1dd9ed0cfd5609fa2f30bbe0498fadecc",
          "commitment_y": "0xc7ff41e475412cb4fec678cb1496cd7665f5fa787a0e1394ec94a6c7c1fc56a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9ae3d8cf02abfa8355f976e6ad8760a06280b8577e1c46785c4ee8d4e9ebfaf7",
          "commitment_y": "0xb82624c279e83b590cefb158fad46e42a48e78be9269dfb90e4baeb05b6db4bb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "bed682aaa32d45096bca155b38e156754bfb4333637ec018200d7d42de6a46bb",
      "temporal_anchor": {
        "anchor_hash": "7025b07c5c9c1ab10cf919e2ff507ba3c46e94a8f63d7c855be2c2faf23036e8",
        "chain_height": 529949,
        "epoch": 1791370967,
        "previous_anchor": "8209cda83d7f6314a726b9ac461418a8b5bb534ad2c0745b011351ca751ad050"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.127051+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-61137d20efe6cbb05d3b79c3",
      "version": "1.0.0",
      "model_id": "microsoft/wavlm-base-plus",
      "observation_timestamp": "2026-10-07T09:01:05.484242+00:00",
      "observation_epoch": 1791363665,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf4acf17da3002e94a934fa2ef467d18c842ba4bc5b161fa5fb258aff0f606dfb",
          "commitment_y": "0x64aca08cdb141f3df19e5a0c1007046feee07d368ea1257fe75f3020d8204fcf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbb0d2136a5817c8b9497d555ae2298946f8740eef91d195c5952d05c8afc30ff",
          "commitment_y": "0x202cd599ec4be276c5f2687d853124b1907ec501456d61702a9097a9eda836c2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x284e41b4d8451ecc895b2196554c7fcb82941830331fd35e460170456535db7f",
          "commitment_y": "0x7729a270c679952ec44754af3eb4cfb8728fb6fbd450e94502ea79c60c47e1b1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x73b114d3bdaacee31516c2b3ab9991c7981c6bd876538d9494347051a34265dc",
          "commitment_y": "0xcd7d00790d0c3438c4b0eef9f698f20dc7e12b4bc737d7f6ee15239ff0fd7b18",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbb9c88ed5ab8b00a5021bcd7a2ee9be00ebb29a139c215696e552da17e67b124",
          "commitment_y": "0x56dbf9e173e25d79e907693b5970404426b97cdb04127c94460ad1348e2eeb1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x664da55f84f0aa0cf332383bdc6f636017947a83a41a7166418447c73d4968c2",
          "commitment_y": "0x5af9ad359454196d899ff866a2e77bcc26eff4c37089fb90a9ea611d4dc20b2e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xa8ea9e2f1d7995c6ab6e7ddfbb094ab59aeb6faae1e4ead4e94a37056244c99f",
          "commitment_y": "0x45bd7a1a10279cbfb283981bf16ab5f2b14ba46fd2ce34105c84f19be35f1053",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf6292e5c5d7e3de7defe508774fa977c888549dbac698a0a540d639c1e73a430",
          "commitment_y": "0xa50dc94a7bd0b16c218fe385c92a7a68c261c6e3b82166b46834a6e1e1871160",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xa0e5a54d84fdf2ff739a1ce01d0bd9b4479c8bdc12113f0bd0363b83bd2d933a",
          "commitment_y": "0x678e18820e4ce7fd6a68db960a3f3f0ce52106fa709a7d9fc65b5c1e98110542",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xde043e10f78862090cb95de871d950be09a3ebbeedd9593dd772c585fb14cf80",
          "commitment_y": "0xa2181aaabb1f8ca032466d13fab7854a03845e61be824870e2818871c62a7ff9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x82fc161858d5e39f929e2cf11242b53738f7f7d387395dc8bc1f20bf21e36d63",
          "commitment_y": "0x521fc64205eaa6952e2bb60311bc912aa507772e1ce819c4e7dd1788731ae48e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd0b9ae7bea8da8723423af05cc6fa6f6a516cd4bf99a979b1230abefd30fa226",
          "commitment_y": "0x7939415abc7787a657f83a2e28719a5fdfd6082065afd28c4d6f811803b41426",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9f2405f1348bbb1ffac39566d7bb80cfcc182cfcf5b883bc1d022e5d7ae5bd75",
          "commitment_y": "0xa871d49537954a0555905e80c91b30b68c4e1236802bf5b2d953ffa752cc6ee3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe416d72a751e67296352e88ec54c84538d8fc9db35952af9fc1dca3632bea4d4",
          "commitment_y": "0x875bc4008a1bd052a40df005a3f952f1cdf19399ffc6c1a4f4c5669fc6466ee4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa08cc1de7072d4bcc444f6fb1acd4dbbc08ddea0f4ab886fa00b384a6f1ce3c5",
          "commitment_y": "0x2108e1f02139ec390251c7ff34efb2cfd7624dbb68ba7a6f8ef97c679b9e152d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x797937cd3a8010f38c4252006c69de5f74b587a0c94cf4494f5643583ffe5a5d",
          "commitment_y": "0xcbdff16f1f268e8650d8bb40bcaa66249c0a82954800aeb0b3c33b36dd0e3fbd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xefd17e22e9ddd2417816bc473bc088afc4f805fe59c8aebba57a8ef8f862003d",
          "commitment_y": "0x6d91f8d93aba3c43459781a476c2d5971105ed8440ce7b186926f6146d20ba86",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf71e63b4966b33de0388887046f8746cd8c48afea8099754a892556d328a0cd5",
          "commitment_y": "0xa8e1c69cfad665ab8ce7948892f98139e3c8017b4b974bbe1008eead9753c240",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x22360d3ed719411a7ee058b4bb60a8b0607edc7a7d45d59a3785b5ecf66a10f",
          "commitment_y": "0x77e02b9b5cda5a01691cb7f205b7a5cf7ed9647e95d479114218a75391ac282b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x57db3a754827735aa4d1d99666394275325aed2dff86a57bdef1d0884c9a1cba",
          "commitment_y": "0x63d14f74e6d1d82a585fc4ac585216631cc46c41a0f8a4753a6abadd04d1534b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "66ec2eb6af15a848fd27d8fee83f7183a6a52a1cc1e9e25676f398218302e2df",
      "temporal_anchor": {
        "anchor_hash": "83214b30dbe575d82e87ec9416dad58f0b75592b31aa8fb1f8c0e1dbfbcb868d",
        "chain_height": 529665,
        "epoch": 1791363665,
        "previous_anchor": "a087b16e155c53b564525e68c98a3c9f51e3cd429dcd570138814f7fd9736162"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.384409+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-3cdffc4efe08955afa52bef3",
      "version": "1.0.0",
      "model_id": "BAAI/bge-m3",
      "observation_timestamp": "2026-10-07T07:02:20.239693+00:00",
      "observation_epoch": 1791356540,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xad18dae6c938063dcde5a5646c7f1de94cb7ca730e7ed50099ca3e066a88e156",
          "commitment_y": "0x61a67a3a8e41f765338122dc5947dddba154db95f9ca7f92099f5e9d40251a89",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6111d94efab4a28f71b3a0180568b0223d194826bb0503af47365f993df8bce0",
          "commitment_y": "0xf314da97e617c66e3d56054477f425d2065663d5a318e71ff827bc2b8c95fb7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x60c5eab03f5b3ff0812b8b84a029db5dbcec072f27e1a58c0bf9f26c3d186a51",
          "commitment_y": "0xc0faf2510fdaa1b74c3a3da9a5d71da8248d2af094010b4d09b44542ef8e3664",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x65f45772e5f7619069397866521464766bda22ae030bf0dc73de703355626d65",
          "commitment_y": "0xae4661a5bcae0a910d33991b6e743827a12e2fe4723349810d6e764951aaba6d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8eb0b09cacd91830b362c4a70a5a578dc84826e928803c9ee1e3e0eb7841b92a",
          "commitment_y": "0x2a62ec5adf48761cc5e62d2ffffcfbb19eb9fb7df3d072780e9ae87fc69db2bb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x8da27a8cf58e60174b78ab4bd1d321d3cc6350e8931127a835b01f9ffc9707ab",
          "commitment_y": "0xad1c466bb797e7a8bf9c5c33c54ea9546030e1ac22dc1d45b12900dc532d519c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xf50640aacebc6030e83fa9d5125c0060d94a6030aac4a38299488e4248aa82ed",
          "commitment_y": "0x6ad3da0cca2cf8ac91bef2224ae52238ed8b10eef58458a7be2091aceec77d11",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc46a765e7cc95e6e01f838bfd527775e18ec77e83dd07ea64ddb67c25fc41056",
          "commitment_y": "0x2ce1a9022a0da9e32babab360a771746b2771d0764ea7525523b4e714f9c52a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xee21f0eabb849546d9ce1c401c35143418d7f0374d7bc07102315fb2c258fd37",
          "commitment_y": "0xe320f46c4e363af2ad38af7fedcc187a91c2385826c9865f0fec02ff1730a508",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbeb4de205c7da7c54f2538db019c1f95686abd24afc5f608e3c63895b5198a80",
          "commitment_y": "0x95706860d0f1ad10d1417c073e3e7d9df3efe3b7c0af58bcaa075a4a81e701f3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xaeaa50c4a30c2515acfe635932e65cba162cf5c4654744ae3b3d2bf567b01d17",
          "commitment_y": "0xa532c99aec624b28d90d91274a224d57af00437600745b3285178d760425cd83",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5bb9c878d9cef088d71a815e065514de01953ea9dbfa6cfe3e283dac09b37c56",
          "commitment_y": "0xd2e14f5728177efc43a3b85958883651bf33f48a595d651d066f6ad715b95ceb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbfd2a5ef7a6c573383160884a5b9181f672cb97d1ab3559010fbc44b23538a29",
          "commitment_y": "0xda605c57e4f817dc7e044233205b0e47a5423fae4181990800bf6359bd6b9d17",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x63872742510d1863b97f0248f71fc47a7f5876cf5fefa129a164636fb7a56d57",
          "commitment_y": "0xbd6074e0aaeb19f9d3cb8be7ff8791652a25133d1cb672bffb0ed79e12527638",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x10fa2d6baf0dcb18b01f95d5e0b5a0556ce34ddcff1e358ae0acaabaa7068a02",
          "commitment_y": "0x7f74b378f18ef0b8db98803d7c60e0f1ca14880ed6aeacd245104d6be71d0ec3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x608ae3abac48dc3174cb2b65e05710eb1173ad9f34f569283ad1b1d6bd227ee2",
          "commitment_y": "0xe10dbc20c93551b2b2638ee9ea33d3296f2f2db24c778d145f511bc2f8a22017",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x57dfb59ec4ed24647c119fb40477a1ea72324e01b2eaf8cbe0fd2af8fd3425d7",
          "commitment_y": "0xde84394ecb2793f8c122367c4f5b6bb65826c3afac09dbfb9fbf145fe158d7be",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd6d54bd8a750542da95e27b391a9eb47f4c74215f441e46efa8e9e5a84297aa7",
          "commitment_y": "0x732d4cfdef1a2f2014f6c3764810fcf25ef88dded8560960cb7c4351fffd6c56",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3a3c389fd9005ccbe121efe3ed89a6c891db018183b85271a084a8e70fafbf0a",
          "commitment_y": "0xc679226c296bfe26cd509a0976afbe859a1c17a30b9ca1a4f2ddc00551281a3c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x227f0be44472e98bef4e3ad4def2659d43aa8444d9e7131da712b5380b932c65",
          "commitment_y": "0x1cbbbfeefd6692b12d6c6bec5ca106f45ebcefe2affeeb19561e7ec5147660bb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "9da0910936c2d87baadf3430d0fbc8a4c6716a4414e4a57b79ce253db1bfe524",
      "temporal_anchor": {
        "anchor_hash": "a3a8523bb10578c1c48d5e1a07f1c30bf993cde72f9ac77b993565a8b86f1fb9",
        "chain_height": 529479,
        "epoch": 1791356540,
        "previous_anchor": "a8b89fa802160ddc298556f81b3e52882e8423f16c2c588f339baebb7914dd8f"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:01.685516+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-e97fcc37009f34f5091834e1",
      "version": "1.0.0",
      "model_id": "sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2",
      "observation_timestamp": "2026-10-07T06:00:10.452381+00:00",
      "observation_epoch": 1791352810,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x973fd1ef5f16935c525974a1d4d1d12a765cb9815f4f1e6548688cb0d044d5c0",
          "commitment_y": "0xc2774059a59a3ae183ea704dbf9cb8650706060d54b7a855343ac44019d398db",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x837cb2511b47b8b4c9833c498e595da55f046680ec3007994e9d9bd7122a909d",
          "commitment_y": "0xc25892309c9713b6a66b7a315284e267fd3ce68d90ca6f3a2f42e12b8f77e704",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x83022115df5013b9b55ddeec831c0291804644587c642bf8a0ff5bd3f75e0883",
          "commitment_y": "0x2782772ed0466cbb337a8baf5a4319504785f1f84ff6a8ec2688d08791d5eb97",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdf542d670f5773473de82aa832199e9cb18136ff02f68e4836a23e7c5566946a",
          "commitment_y": "0x75a1ba23245edf2bb1a690fa1b00a1acb1184aafabab168bbd757d4e1d77543",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x564ca2a77d261976be183fdc59433596e8400f02cc4c3a53f4ddd51619438fe2",
          "commitment_y": "0x949801497dac879751950bff8c64b7819b97dfd3869154828773a14eeff32ea9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd980fe5291a7aa4b17a76fdced74a540f6717e9fe375e0d231d25f64379c61ff",
          "commitment_y": "0x6dd9b88437cd1c2f71f4c4953bb61502cc6352ca3f9ec35d8b834c147d19e288",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xd9da44a01b4ee4fb6a0154f2126dcf482e57f2990606467ce66f57ae4e8ddcc0",
          "commitment_y": "0x2528cc77e73e1fb77454b4729d209aab1ef3b11b78a770507aaa6e62a6950253",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3d03f50cb7c9b0324d752d5be0ae4faf46c12f8a4628217c6879dc56856cfdb8",
          "commitment_y": "0x4eefb123723a7da3fcf49914d3f175ad9c73e6bb8a0c699dd6869747e41828e5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x38ebc659a51b7dbad0b7d7921fa4a4f4ccf2331de28c1124f1db9a09dd43c3dd",
          "commitment_y": "0x9ce2ebb5f8eb6a26e45435eedc31d6dee47a02ba9611ebe9ed8f0148161f8be4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x520fa2388a9919c8807eeb21ff27cef5965603fd4964ffeb7da869cf16a23e46",
          "commitment_y": "0xa3260b09dd03ec3bfc7b7678a4cfca02d0a751de94fcbb767e2c642dd4f5e0fd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x7795bf59b2c2f6e8693d221fb791046928e4d04bec72135761841687ba1512e0",
          "commitment_y": "0xc2bba844c808338796190ff9fe7203de06ba87ec2048f6f51531f780572002d1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x28f94965a148b28c19bf97cec040d46b35aa2d092eb9173e2d07837024491ac9",
          "commitment_y": "0x1fe1f5c881ac8132638e6bc7c803493fb745e9bfe23863bb870a3870253e3df8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x36c0273dbbfebcf169e8a3a209be3107774ce8c8e352d2c2f36d777906a98947",
          "commitment_y": "0xab9d9f143625167fa3b91d1e3a0c1e6294520c08eb15533d93e2af69ea3c53c1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6bc6e32c9a23e0d9e4249eb58a6ac04a394aff376bd61ed7bdbd4a73848ccd78",
          "commitment_y": "0x290e68cd32b8ad1782158b7365662ac96dd41afecb34bd43a8999da029ea30d6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb5f5be1aae31855d516833229b0e6f60a1ffcfa683296d381f1a5eea1bfd77df",
          "commitment_y": "0xffa9870f9bb3d3c113dd871d7344e3a3079d776e642b7d0a74ad66c5584f54fa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4e73bde5c10954bf3861db5d985a34fc0c447be63625ca6b7c2dd704b11fb26e",
          "commitment_y": "0x804198b5b190e47ff9f81ef36a6e4a5b13aed5a328ed51f88148b58a2b95d655",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd84ae936aed938b852f6e94f5c1c3914950f85bfdb4a704eee1d70a43e70ad71",
          "commitment_y": "0x1fef9fff579cd0b8f605e4709201d4733e3127687432efaec8b45bee7f8e3614",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbb0612e4d035d45e356541fe975dcaf4b09e3dea7bb371aa45465de8598ee2b0",
          "commitment_y": "0x5ca7c68951c9de9368aa42e0f9cf4c382497ccd796e7dfad2c21d467b1ac910d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x7efbe12e9142d9cdd0c33c8a520eaa0c58ae683bc481dbbcf1ca97aa60dd62a7",
          "commitment_y": "0xd06bbd99263b1efe56b430b1c9a13b45896eb37d1d2f7e52b43aab23b0334a51",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9b2119b96519fd96d74361d8e06068cbee32a19fdfb3f36ce71708ca4c30867c",
          "commitment_y": "0xd6143ece32e1e04080d7385bfcaa3f6fea12cccebe419b98108f1b8c511d15b6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "f121c60b1c99552875f865efd662586e6e034e1bdf2657ab46499544ba97b375",
      "temporal_anchor": {
        "anchor_hash": "2a1292e3a1c2dbb11d7baadbb8be7183bccce9019d8335e3b386566b295bc124",
        "chain_height": 529284,
        "epoch": 1791352810,
        "previous_anchor": "9d0c054a3410c431fb896e0ab07f77773b9f3eca217391610f524f718428688a"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:11.156588+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-0ed48428a3aef45030f88b63",
      "version": "1.0.0",
      "model_id": "microsoft/deberta-base",
      "observation_timestamp": "2026-10-07T04:01:35.125620+00:00",
      "observation_epoch": 1791345695,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb1163f3b201176eec5e8c7f153b41b862aa41280e52ca11d3c90343b2a6348e7",
          "commitment_y": "0x224a1e89ee07b49a43e65c3678be1bc403a6d7ff69674236b11432d19f63c035",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xae46481ca0129658d498c1a83356f380878cfa4a6e76df8b5a7de6ba23cbd325",
          "commitment_y": "0xd0ce1f79e1c0d9b965bc1192d921adb4cef7a575a9fbe2db032121314ae44926",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9f88c856772972abae5ec5f0d6196bcf6a54ec3a5827355580f6dfef43e0daf3",
          "commitment_y": "0x8d20f2f3fc92f291c2553fb62553ae01993fd746372f8161c3ae6b119f753988",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xae6346ac9b067528b885a41be855fbbd611d444ecf14edf0656c08a6368bb05f",
          "commitment_y": "0x9565a919461ab6da3c661cb314d97cd11686f6d6d5babe56c624f071e03c23ac",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xacf474a359a7b6e91224e2cb311d0df8fbb6d9a9388f5230354aa76f8be9fe84",
          "commitment_y": "0x385b8113d5132dc65ac4a4d8ddc4f6dbeb346f5e831f4a2cadb4a3001ece08b4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x339cbb4b0c55c6b429420678c3bb1bffe94dc1e2b43f8b8fd3bb9791039968c2",
          "commitment_y": "0xef5596f52b475e62759369bd8f4708f4a6f33be259fd14deb6627d9bc2848db9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x26a3a910b0949f99bef2aba121805726438174ea77eb0b5fbeeebabf2e16d26e",
          "commitment_y": "0xfa984ff14bc5e2657ff994692d49145c186077a45da13d9f060d16c212c00d59",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7526a6702082420f69325f191f36b9263e22c25ef08bf48e976ecff7d397251c",
          "commitment_y": "0x7f96e258c65e8ba31599509b69169ec9b29447cd5cdc0b748455a58764971698",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc1e7c751f9be044364d13ef1a478cc52ab104a5d3a5bb273ac41fae84681596",
          "commitment_y": "0xe884f8f7822b4223234e192d9d6e5913b0c70c6c47321f60ec044e06deca95b7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x91f7d35bf2b0e2cef060c2f03d94e5f62cc4659df044cdef0736c40de6740cae",
          "commitment_y": "0xb7ca7139ddc102e9a5fe32b9c47c77e0a138e8ac4a94065e8e664a7a259b9f5d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x2321f1c2bbdbbc956220f86c95a5ed4a8be883d015da3d884165b4a0a331cfa1",
          "commitment_y": "0xe910f58725db7ff8d47ead258132433b3036cceab140fd3ba09c7b118ab6ad04",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x62baa88bbb793691815fa9de7e546bd7dbc6951927774876aedb393c65e3889f",
          "commitment_y": "0xe6c57eacb576cfdeb0192b736f70cf8563434f9fe954053727566028bebe560b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd86786b0ed0d6e929c206ed9660023cd0d58369fbd7a8ff981dba79171b24e5c",
          "commitment_y": "0xc0cb8f9ed31770e2d17ca5854e880378f78c6e0b0c1c0e1e8c18c726205f4e7c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x119c57c44d9d31765e0a501eda160ada2465e55025e48d77bbb72846ae1b798d",
          "commitment_y": "0xcab08fce293247317c5fe45d3095d138540fbc357749a80044333e35049dbc5a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x7e44b5a45c0ef941c36e34aa38d169eb41756d3c59499b8bcc9e398feb863d9c",
          "commitment_y": "0xf02c787bc3261eac77fe3525b229d0dfb6d35115aee687f87fb8cb46d45a9b87",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x43b04a365e64080d87c8b4d3a268daec7b804c94144ff6717cff6120e5173366",
          "commitment_y": "0x374028617c42a185130e56ea9718c21da889be6f80a17fc199495fe07e718c38",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x880e4878695feb8151959c7077099afc2ef5b366fa6ea7af00b46362dff9236b",
          "commitment_y": "0x7d15e052aa868644ccc68627911161bd16b15523ae21cd300243368cf07227ea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x13b5262876e0bb85bf4234c815d739fd376dbdf2dcb65d17cee13b8bd8a3ddb",
          "commitment_y": "0x24143e64cce2c10f1af1cb03f1589d0b7db5d4f65bb954179788b780cf79d41b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf9c41890095d63c1c310f462f7f0e93833ae670a516168ef7c494d05d0d3b7fc",
          "commitment_y": "0xdbb020d1ea627475542113ed86cdec682e403fe7968e3b0b649289048c7677be",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x774749024afd2b6092462b1183de0ccbb6cc35f6748d9748d6b8a6986cf63d68",
          "commitment_y": "0x388462cdd8df9cb803fd419fcfa72a33bb2c40f1d11cf85d89f9a5376876922",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "ef799b0b25185cc1efa99d4d76451623475cf1af28abfff452dfa8e2750f1e62",
      "temporal_anchor": {
        "anchor_hash": "afb7574b16cc42a859392a8e2ade944b72bcf30d94e9876ce8e233bb0aebba1e",
        "chain_height": 529108,
        "epoch": 1791345695,
        "previous_anchor": "aed7616a27d057d8126d55ae9e25cf862709e297ec24f922975af3c5bc3caebb"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.287848+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-3d313bc7cb4ea6a0a795122c",
      "version": "1.0.0",
      "model_id": "distilbert/distilroberta-base",
      "observation_timestamp": "2026-10-07T03:02:59.543021+00:00",
      "observation_epoch": 1791342179,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb381907a872310a21c88bcdd35c6d2fffcf1d0675afe2761ad4063d4609f9e1e",
          "commitment_y": "0x1c7944c32b27715a7853633e4b17c3935557ba04b443f137a8d3e8b212df7afc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc8db2093a5e84e9a4294775551f112c89972a2d64b9a0a3ea89f3fafc93e9588",
          "commitment_y": "0x697ba109dc95b6ae7b9e771af57934dedaba802b54d38c51931cc070828a8f2b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xd8ef19c3923f2b4b8db5bacee3d07e07e7bb46ca3970eb498f9bacd90d30e868",
          "commitment_y": "0xf8673e7e5f0c5c9f150a111dd3ae18aa159747d84488f24adaaf993b4be7e006",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x306a812cd8e8a5f6081c5af282d188f046bb63c44a8912af8ae3d85eb76c3061",
          "commitment_y": "0xc73a2cad4011da6d66edc95163a8d776df05df08239d8b226292ae02cb1586f9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2477a5c504483c7f5985a7052848bf07d2cba428dd091a0552b408bc941e13c0",
          "commitment_y": "0x72a687244dc78c6863d42715e59c1479e4f267a085ef15083811720232575849",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x941934ce09cf512b5fb330439a58ba09386171ac799a5a5377035082c6206e6d",
          "commitment_y": "0x2a1b367dd3544c27e729ee290d884b61f179aecc4b8d88ff5f4cd575ce3feccd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x9f43694437191352431e52b12c664a6e60a371922b638927258eb950df1b0376",
          "commitment_y": "0xfa95f583c1edcc8056582f6f6f7f8e35df98e9a0ea762b5c747da8c4989967fb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf4433a511cf1abe1fae68b330679560bac7349db90aa440eb62b9d41c5e83a4e",
          "commitment_y": "0x453ea10e6f9019d0aca8e33b20a6947057b315a7501d4ec4414e78b57e3d4a15",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x5a2eee26f1a00891302021cda539b63570a17a8ef099fd28dfb4e2b2ea6b51d6",
          "commitment_y": "0xda922e002c51fcaedec8eceaac3b05d7f5274953e5d17f05165e5be1342d7ed4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xadc4d25b032df3a3b402029743d03093cedc94da9f0a535198bd4992f1bb25f8",
          "commitment_y": "0x5d5a06160cad913943f16395d821d92b5a8ecba6c92f3fc50b2c40b51db89e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x7872331dcef6abd061365b470d0c2fe6f1d7f316b19546a5741c2bb408767e2c",
          "commitment_y": "0xc76514c20df36bf1f6e897d7548b82d06c94492dadb49f3952c0a306469ee135",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf85057fa3381edcab7c1d8c081544564693b40e7de0c15a2fa01108dd210502f",
          "commitment_y": "0xc6dc7b96009eab228c4e57ee9e7cf0b962356f3ddc46e7e4f1bee7e8729dcedf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x1bb21108d7eb54979e35dca5471864e6340baa1f817b03dc41d7a48359ba5328",
          "commitment_y": "0xa35da0377ccf67247a3d5624a25c39e2d0d663c0184673b2400b7a0d68cd205f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x19852497b69afae3be08bbde55a043573b273ee79181f93208bde97563251623",
          "commitment_y": "0xf6899ef3eb42866cd2b5b18d30a2efea78de8b551ad9feac2131c8e9ff0d28a1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xae06e7bfe87d785711ccbd0ce9d0e58eb95d2f519010367cf388f91ee0547503",
          "commitment_y": "0x3c311cca31a4c4287c70431e1b22aace93979160aa6c693a30de09f9b13e0779",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x216c743f3d2539a5adf00f92a1ffd96857b360ce4dbac7df14d73c4ba44d32cf",
          "commitment_y": "0x5aba376072c7968f03d1388cb9059f86c9e58cc51435eb896dc85828028626ae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbcde8ae465db9fd0b889eba6d3b34ddf62c1b477f1fe143b11b752e85e4e2e50",
          "commitment_y": "0x643397b453b79213c1edb7d4d1b4adeb1544a20011cc745ab68da0c00ac16678",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xa7a9a5df2edd71cfe9f7515b8c8209302f5fcd8972fec78d66d2a7fd67e2c682",
          "commitment_y": "0x730171608ae2e32817078a76fbcbf9c2d09297c710a520eb829578508acf1edb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x558782bae057285cd502d13d2da50e957989eae8298cb9817d0d05f405fd80f8",
          "commitment_y": "0x5a71e0943d97cd73cca79f73e05d74d47c5d4d0894cc2c12c1cd006f4dd2e365",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x478293635b8b65e2b0e71f78f919c40f4cf956245452c58b6ca75cb0772d4f1b",
          "commitment_y": "0x741eb54d06ac802d79440c78ea5fb50c3bab007b993129cb40950e9d8407235",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 8,
      "present_count": 12,
      "highest_severity": "CRITICAL",
      "merkle_root": "a4f7b7ce9df2f3d935b1db187d824cfc635237d90b83dac123cd4e390bc0007d",
      "temporal_anchor": {
        "anchor_hash": "0e7c9954ee8bc08cd214a1a9ec9bac19da70ace4a7eda96019385f79cae802e0",
        "chain_height": 529049,
        "epoch": 1791342179,
        "previous_anchor": "f26ab5478a038df0a3a04c99f6db3cacd20c5ce67f61cebac7bdc463f13a1f06"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 7,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:06.979562+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-110c37a686b47e01633cfbd6",
      "version": "1.0.0",
      "model_id": "nomic-ai/nomic-embed-text-v1",
      "observation_timestamp": "2026-10-07T03:01:36.930911+00:00",
      "observation_epoch": 1791342096,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x459adc007288fc828805d68dc11595f316a4aaa9febe03d0b753901675df801",
          "commitment_y": "0x69ca2b92cf903a22470335a67144c5ce5c62c9043a0f06850eba02f9bb436112",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5dbf681acfa829ab756f692a4fcdaf87e8de3c8594e5bb0517049d3f8642993c",
          "commitment_y": "0x3b611ef47af84df9d18ca0bf8f8b55134ebfb5ab3dfa92051b2bdea600d13105",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3e4f103c3fbe10f635062d31bd9576ccc274663d45fc416537336abad7dc902e",
          "commitment_y": "0xf382a4bd66ee1d465afa3c76dca3822fa5a0eadfa8833b2867cf2e6c3b03e81a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x674aa92c15a85d017f90000405b1e3a1f1c4acb6ca8246d86b178fb27d23a6d1",
          "commitment_y": "0x51babd9368c3b858b3943133ab4a5656a24016753a93de4cb1fda366be598c41",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x999f6ed39111f3dbb2577f1b35d5046cf86d4076e59e8f47d5e3ae241bb4b657",
          "commitment_y": "0x8beba1690b30547a1172a44f8ecdfb51ecd248adb57f03f42a9eff0e1a4a004b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa8f39452a3454a56dd5be0eddbd2f049e004a11cf1662e41215b6276a28bc25a",
          "commitment_y": "0xa3cc742d2e638aa44d9b9397f43b5c1a05c36f5613996cd15802962dd02ca177",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xd704298a049927fa7c08c3fc8251ee6280fc313e0fd03595f522fb3d18d4d469",
          "commitment_y": "0x9bfc2a8c1581b32f5f8a55cccb669ada5e756d32badc8f88c7b6f900039be75c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa66ba8a1b1d23bd46f2f4ea4bf29f9279e3a656ad04b0e00e126edb504231362",
          "commitment_y": "0x86a35b25bae3895d5ac2ad839bb57394492028787c36d77fa154e47000bb0726",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x7288255fa9c78bc90547a9a62197eb4205a33a0055223eeb00987a14044fd903",
          "commitment_y": "0x4aaecfa19fc5f616151bb60f2ea77a4158a442251ba6a21bcbd5f3cb4c4fe727",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2269a9f7ced62e3dbbe9065d977d2c85ec4bfe27aea72b43c38c9720b0775680",
          "commitment_y": "0x2f675693bdd032cbeed78ae4b945e9fc38ccfb230fb273cd97e5306b9edb7a74",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xdac3972f287300649410664f287cdc0d142a901a2bcb02987230654e0cf8334c",
          "commitment_y": "0xa43cefd4034fa5d5ce571aa76e547c4b31d50fd5e3808af7327668236fcce6ed",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xae0565b832f66cb417f810a7f8798631ef62a7c6c6bcd1711d31ddf52f528287",
          "commitment_y": "0x840220d21114b6d6ba4acb511af40ca8b5150f68a2824e3f77d8455fb434e197",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2ec798584e47d7c71b06405fd04cfe3f42307e71a122312d461d783d8a00bbf9",
          "commitment_y": "0xb0791900bb9e71fd89be4c19c46fac8c365d2f562355a51c17d806f4de7aca79",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x1be35cacec234567f01d1ddbbf07f4b1b32f92de24df3850e6951b267f96c8ba",
          "commitment_y": "0x35c975d1b1179b39ab0ded4f4a8df4df5a50280ae4581b09d0f89540625e420d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xca1f72c6004ee6bc07099388010106c9a3f618b83e70aa90186a2d836903325e",
          "commitment_y": "0xebec9c949178a59446ad98936a64ede3dfae5502c7b41d3c9f6782223bfcb9f7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x17f41f2802f21974a7e777637796067fcdb501e226fa8618c585c4752870cf50",
          "commitment_y": "0x233c2445c667d442c8e85fbedc4878a5577f90b17e7867ec543622e5996f224a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6e341256ad9d94b51377b3169aaa210bc6cefa37cfdb65603a5bda387b7352d",
          "commitment_y": "0x24e70642627e88415fe887067b8e0ac484aad4a89f95b55aff2f768fb7263925",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc0678fb0c335095cfd20024641d7a541a52d65082167163de4dbb76dcedffcdf",
          "commitment_y": "0x9fccbe66c039d4eccd3e5fc7b7b3864d425f5fdce290c49a5aed50818f353a45",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4d5c4047b1eca22cd5cb6f8bfdff07af8cc95f0bfda4b5deb0536ec6424026e3",
          "commitment_y": "0x4dd55e994eb4af2127ada804aac3450ded26b0c2fecd67ad72b1f29bd67318b8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x25ecb2d54d7d2f4473a00d26b8e239e3a3cf032a10a1aa9d2bab55dab0629a3b",
          "commitment_y": "0xd40804208acbbb13cb46ba7f244d4ed41113a9fd0dedeb179b5ceb127234a054",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 13,
      "present_count": 7,
      "highest_severity": "CRITICAL",
      "merkle_root": "d2c1a428483df561404c80f2ae42f5c3cdc363f0bd7f2a448459c6f9ec37af8f",
      "temporal_anchor": {
        "anchor_hash": "9c5275f520cef727a61526a71aa9de3d86122955cdc41f96a1a497921ee6a771",
        "chain_height": 528997,
        "epoch": 1791342096,
        "previous_anchor": "d1e2f496c346fff1d50fea71e2d203c7785daf8b2037b0eb9b326beb8b0ff3dd"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 13,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.050830+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-3781ee98ade6a69ad2ac89e1",
      "version": "1.0.0",
      "model_id": "facebook/bart-base",
      "observation_timestamp": "2026-10-07T02:02:21.606458+00:00",
      "observation_epoch": 1791338541,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcee9e1f285fdfcd4216724fbb98e3f44bbf1ccdb8a8e587a640ce3b0c8b52ba3",
          "commitment_y": "0x2ef5c0b919306bd8881e1ca173d905f4346cac4e7445c8a4530ea4a9e216406e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb2630e5972a45634875569a9b33d8a2fb1952b8d3471599bc3bef7a65f8c3259",
          "commitment_y": "0x71c9927c1e98a1323162ddfb930d0ceba9b729ce58fd725a575a43964fe07126",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7dc7fb63f0fd693e27703d332caa33919fe5c16240d3f272a1f8ed3d61c75511",
          "commitment_y": "0x388298b4858792e2f7167a643b9e3436243efb76c028e0cd92fd9b088ad7d88e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb72e629cd8a6a1d3e51062337d4cbe6b9fe672ab0915a4f7ab55b1f75e779c3e",
          "commitment_y": "0x411e079fd52c885da3a3ba68acc23ec22cdcf57dbc92cf7ff7ccec68551ece25",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7d5810fb6a8637d23cc588fcd4bb26ed2f297cca84a5fc83b939ace98eee94f8",
          "commitment_y": "0xe070898106000ae3b15b02d80163da1122733fd647a4707c1433c061d753cfac",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x69cbf5341cdd39310a2d3d8ed6bb4b4960c22c977db08d9c20b8c43ba753fc85",
          "commitment_y": "0x8cf60f5a7d639dc96a435c2ed5fc7ecc51acffcd448d86b7cc3caf373cb3beb0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xcf4ed6c5e9cc4b1550a41aba6a7cdbaa60668c042e46392aa7d63ad23f02a34a",
          "commitment_y": "0xa54185d53e6b35087b52a03ddea962d5ac72b7ea87b49e67336db595920a578e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa853c95a9c620a74d08731ea389282fae9271c59bb2002e92127cf2a4519462c",
          "commitment_y": "0x1604035a0aabdcd3d4d7db6bd2b320a0673827c1072f34bc5224c405d3e86753",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x2e462a015e6ecb5be049d321fdc097ddcb08345eee212af723a5c13f325c100d",
          "commitment_y": "0xe825270fa5c34e36cd53fa755a9a15d577a6f7d5f00e2e461ba7cf7a80351cc8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x71a5a2efcc0e9661eb0d80fbf679ee12d78694c47069a787ec1bf6ff1ffb149e",
          "commitment_y": "0x73e23f888e071c67d423319d7dc332e1070a7f9562fe6383e7fedbdb2cb1f50b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x7f2c66c3aed421862842179412c15752b23aa2bb282f6d08d7d02144effa7c2c",
          "commitment_y": "0x2c23ff7f503bc8d51611ec08c523ac3d3e9db76f3b0c07f8f9665c74cc459047",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe2edec54cb331bc9e33d95776ba2a92b629fd0c207ca82a5adb25cb91986d96d",
          "commitment_y": "0x61cb54d83bfd29e81d5401d984d7cbb464be2607926474daa60bcd3688d6b20b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x55b22fd9d44d444216bef0d57dd066410fb7255d6fa80116368cb6d12065b664",
          "commitment_y": "0x5bb261bf38c8adaabd0d890a4236303fa7b629d1e7c65ff1ba86d748fc55aa10",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x692442350ac81e86a52b44230943de086438dc160425fd4e27f9f2748fa7c1f4",
          "commitment_y": "0x8d7bf7e46e10f3ead197cac2c8f87ebfa7bdf7fcd7087133220ba9914f93fd1f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6f912753d2df23bd1739a294f08b72b55be98e1538249008c1817f2c421631c4",
          "commitment_y": "0x99bb1e1feec825191a51e1fd6f2e4c76e3bc66e141eb218e9c99131a1d1c37e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x12de6d815a17d7391f438461eb82952e2eb194b39556749e4c9cc695d8a8f791",
          "commitment_y": "0x625608e8f15de36a6090ca5b60b1848c79e406f3ea6c64ce2a3d575c0b4f9069",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1f3e651e64796906acbf809dc01357ddfd9523cde64f37dbb1db83d3f031dff9",
          "commitment_y": "0xc7b2246d5f7aefd2016f3f80094ee50a43ec2e9807300e593aabcf70543be19d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x458aa7d3bc73bf3c2c423ba1d1004c9f5add72f72e9002bf6ea850bde9f4f67",
          "commitment_y": "0x7521d3b16bd1d42596e565b5c8d19eef6341a8c2f81492763405646fff281c76",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3664c5678c88a0b724f1fbf68b2234104d9be03dccb02bd9852efa600372f6",
          "commitment_y": "0xce7fe16ebf6b27094f12d70ceda8d3846f78b7021010d198e703d4ec4c94c73",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x218b4985f7325b58fc7891c882d09d88cd8daf392b1fa2c5e7b0a2e1d5fcb609",
          "commitment_y": "0xdb983cbecf7256313213b77cbbbb9be03ee4ce37c879bfb47be1fa6d62929108",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "6beb4a1c8ac3e7acb725a94644ac5533919f14a02b57c4d3b826b06147697919",
      "temporal_anchor": {
        "anchor_hash": "bab57ad07b3dd2b45672cd3ce6ff41b2d5eb163fe0ab07df48e2f99d73f11344",
        "chain_height": 528910,
        "epoch": 1791338541,
        "previous_anchor": "feb5219f8f4b211f09ee3c4d2275c76606ac5cf26522fe98aa765e2a083c2e9f"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.103086+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-d601961bacc6aca56274d739",
      "version": "1.0.0",
      "model_id": "charactr/vocos-mel-24khz",
      "observation_timestamp": "2026-10-06T22:01:53.282272+00:00",
      "observation_epoch": 1791324113,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x25905368ac6f982a31e0aa9d9ed5fe583bf80b41749ed3962238170272922b8d",
          "commitment_y": "0x141ab81d4a983038e09ef12d7a35a1797431ee5eb3b27bf8e16e2b166692fea5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x35cec583ab0259b211802ef44dbfc2a713acaf49b178661558a763ef08f5b32e",
          "commitment_y": "0x191fe75c3ba61d2de391f1d8f6b5676e3d6df929bc74df261f3c0028dc08a003",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6cfb058e78f6955054c6246e551294cc2c58c2edcdd67c98263ccc1ce9f1d1b0",
          "commitment_y": "0x6188bc200a94bb27ae122eef3c95c42c0fe390b733f25736ccb12c171b8a297",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x95e967b5b9d522e12c135af39435475697a357c602154cc69ea84b7909c7a0cf",
          "commitment_y": "0x3f2d39ce0e57407739a12623f8ad71884d2db15f42035c4fa4212e3fdf830722",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x90fe1f0df9df4e7b09af11f38ea800e59a33df3060f4b6d53435c0ddeb0f671d",
          "commitment_y": "0xb2b9ec05cea77b02836a7d9152d5d856205d4d697d896b1560f0cad9b3d519bf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x65f745f5cde256db4d078da6d303a561cbf133277c12435a415482c7d849de93",
          "commitment_y": "0x16cc82066aef36d8e22fed5041d46818e38ac196f892babd19e78597b88cebd9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x5d97984284b5bddd998a0b0820660f00fb2ba4ddde4f18975625861e452a3418",
          "commitment_y": "0x1e65b18a81a8edb60cc814cd6ca7f805cfcbadfd7979658603a136512beb5108",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x593bc82bff8d10941c758b54a14cbf371e2f20cd98ca8c6be09c135c0502945a",
          "commitment_y": "0x157f4d7ec50f4100f2fed5846c8a94700e921e5e5be7eaf5211f02734c63a661",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xa1f4ab1fcbd2b7ac18a3d38c75dfa331e162fcc12dccc42ec0c4c726461cf5ef",
          "commitment_y": "0x24bdc0221cb5c0487e05cca00b7c35542e398e0d076c2bc0b1b7afea6f8caf98",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd1bf2bdba6e1fc6504bd5b3a3fa3517cfa22085589806e74562c4916deb5db87",
          "commitment_y": "0x411d914af9fe2ebe7309769670bf9749d6a95b4bdacf4c425a1671fc1fb15b72",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xf429ffa544339d9b922a9c7f07a5eb555017c221fdcbe3f37130a98610e8443d",
          "commitment_y": "0x85cbd08bcfb22f41b2451ff8d601dc13bd9837d75eb7d2fd5aca5a5ddaa152a7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x86ccae08554647e7d2ba01c490a2263c35cd639d22094ca9daef79b6e7bdd5bf",
          "commitment_y": "0xbbfa45e949062bd197f40f52cac4f0cf1ca9757235723d6dd958902e7e2df56a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb205fd00d35e2a740783ee77a013c964d1420e7a86a24f65a31bb6cc45e39cd6",
          "commitment_y": "0xbdf8882519430c6ec5ed5499631bb1f206fc291998b104964e5e070fb5e4369e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6946780bcc33185f3975fe4e649b01ac94f95ea90ecfca3a29fc659dcd27956c",
          "commitment_y": "0xd7854c73f916b3ef4e921fcd442e17fcfa40a8b72e29063513f1c136ef834eef",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1e54a6037890bc2d2622c5de69975ed70009019f405daa65837c670912909b64",
          "commitment_y": "0xff605d328eacad580fe8c50989c24957020b13ce95e1b4878b8677e3eec5aeda",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6ef382231bf5b53206dc76d662e824ac00e3d0bb290b888e75267f07e0b606ea",
          "commitment_y": "0xf7f6edca51cf76fab11f01faf8a62251d47070ef0fa52ec64f52b4b498bdb8a9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa50c8df0b84f1ba9d3702fe0ef55a85444086d8ac23e6d7f010a66f8b0ec19c",
          "commitment_y": "0xf4db1639ebcd20b981b89721c627a2e40b3210a73892ca7c2973fdbce235d3b9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9be9a848e0b812302a56dcdc31529bc83cf89d3747168150b3d944d1817f8d83",
          "commitment_y": "0xf566f6e103b11309e0ff48562d361e998098d9e46f36620cf8db6f2a3487f1bc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x27919f24c2de59195f54e4c318362d27422a5e40b78db6c87a80e28fceb963da",
          "commitment_y": "0x2e16497efd1aa1504582514fbdaf15b80a146e6c5eb63b64fc447ab5fbdf6a1d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x29a704319ddc1c80529494fb791707baa614221008afcc573c1848b560166ba7",
          "commitment_y": "0x5d3ccaab5701d4dc55bd5ab7cd8fbbc79eb6232cf380c7d5d769b8ba61a33124",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "8e4813aa696cdc619cdb755444672800e4f602c2e0ee08d66f63240db47c9465",
      "temporal_anchor": {
        "anchor_hash": "0ce1144c486269ee3b076f4017179b37d66d7f874d708c5ed38d6ae8cc0b2a57",
        "chain_height": 528441,
        "epoch": 1791324113,
        "previous_anchor": "c09a9ac2f3bc3973c66c696114d05d9565255b3a2c75531647b8bf6d691d0558"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:06.547091+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-668fe9abd9b6723264a1046d",
      "version": "1.0.0",
      "model_id": "ibm-granite/granite-embedding-small-english-r2",
      "observation_timestamp": "2026-10-06T21:01:47.523387+00:00",
      "observation_epoch": 1791320507,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7864f12d3f67b08dcb63da82014c6f490fa337acc293a6b23d981609bdb8573b",
          "commitment_y": "0xb6812ec53077f88edda4ee723881415d8437067c58d0a67d19e1f85b014fa53a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x12c6bc0bcb3ba4fc8e97f12ba6d562db30fce6cff7d19fb24dfb162f04669eae",
          "commitment_y": "0xa174633663b6c7cc9ae8be9b6dfdc9e099c50722d883feb80b1db9c7e89c6566",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xf8eb51c10fa6905aa12df6e4e9b20d85187e4ecd4056da031c2aad084853008d",
          "commitment_y": "0x653d620dc4a1d74a0a73727f57aeb1e2f54fb600a105cd742673db6ec6fc3ac3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd9939f47ae392a037b590b2e3313a651a9971c0aa41a5b46960491dd1940083",
          "commitment_y": "0x8e1cd3aa4bf78d62e78f3b4aa68d9227e48bc21434f888ab34fbe5828ca98922",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa4d7ca310b9a78097e97d79ac352570f35cfebed4826c1bbb42648733267810",
          "commitment_y": "0x9bc9c56ea2f746c4168f1cc20cc46c20e2bbb5eb5dc405888e4736ae063bba3f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x8139b676fb73de3a17597177d603da1a1c58ba54417cdf8777a34fe073f69606",
          "commitment_y": "0x963d560669cb372deda9b4af3151fd6c662a2835adc39e45360dabd9f9f87ba4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x8f0d1e98791245dae2d183561a23feb64aa805b261096437e8fbd4bdf32b1020",
          "commitment_y": "0xd3ac9723e8d45eaf5ca84f3b5d3fe1548e1a376b777612e9679d7894cf0e8a12",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb691dc3a20e8ecd98074782d8e7b19caec6a8f22ca8b02a99b04dca162bb4114",
          "commitment_y": "0xaab4ea66ecdc6fb49f64a03e4ce84e4024082429a44d442cb61dff9cb70ceea3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xe55174188bc12eb4b3b46d1f33051ab42389a492efb9320dba7c57f75dc898e9",
          "commitment_y": "0xb540730654dec6980bbb88b08ca9ce4c781f3be9d52d0914be0205f47b032cdc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x603cdf96ebb3924e2c8bec8ff12acbcf8e4c4854cf6528587a6f3f8115e04caa",
          "commitment_y": "0x411130a1ddbb6fc27725e2d1545815c036e3f49bc265abd80980300df29300a4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x5ea3a537c2656820d51184746824c3dd6117410e5603c7b97138d0360c166629",
          "commitment_y": "0x25de05587fd1b2a4b65eecca77da0b3ba08477b33e87b9a7741406999942011f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x783c2f65f19f1554cd2e347510d26ea02c8eddfbeca423343e7354a5f3d6eec5",
          "commitment_y": "0xa8b807be1bb9a2678ca0169cfead073a3488761a6f5a6d2cdc1e5abc91bb61c1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x13f0b828adb9a5aa2cad63f6e3c919ab881dd6095876b5185665ba4233cd26aa",
          "commitment_y": "0xa25553162c13e16950b320851e60ac5db64c1ff965c30cc7ff7e34453f6fa9b2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb7f455c359e11c13999fa960ba9b2ae13a2100fda7d79555ebb8bfd1c4543c97",
          "commitment_y": "0x35893ecb718e1df311e3e5208d459314f8e1798a7e1cef7d8b051b022efe6e87",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xa38af31b3d58f373e8fdbd5b64535c0854fff5f544edc53e2e4cb5c76751b1e5",
          "commitment_y": "0x967ba40bdcb5f45ba0dd3d1a98eee888e1db32bad45cffe6bf0cc48846be35e6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xdc4b0509a095c3bc811d83e406fccc922bb27b88d45a7f9dd4cefbd5f620c4a6",
          "commitment_y": "0x9f811690e5fce12b1fc7cc949185fd1edd1e637d17b7b33cb4339e3e0e828b7a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdc0e79a90b8d21f1a50af31b55726e245c22f79b338ad96d720ebc5d9e517ad9",
          "commitment_y": "0xeedb25893edb1a22cc62e4d40e7f09c870fcdafe05da4c35cce65966195f3a92",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x35699fc275455f764395b736597f73e8ba2cf7ff887269e0e728e66afe45ceda",
          "commitment_y": "0xb03045e47c84f75438b39df91b618d65a1561207c96259d208c0a7520eb53c00",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x16e5b8e50fa4b0df08a2400843de8368d733664c8f0620414c3c102502f1e145",
          "commitment_y": "0x8875eff035da2e5e2536b453f6ccf4a8e192117a82fca3d02fcd72500b4e275",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x11231b44a778a0fb1b5cd780611cbc73a41288f6bb32e83782da2409b6c169cf",
          "commitment_y": "0x224457787bf26b3869a97b82a792450369a0511f79612fa647bb077f1596f4f8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 11,
      "present_count": 9,
      "highest_severity": "CRITICAL",
      "merkle_root": "160b9bccbbeb9edfcfd1fdd921e52ad182e0205747a95260fce41424c6ce0357",
      "temporal_anchor": {
        "anchor_hash": "b863d760eb0e5ca614bcaf8b58a0e2cbeae0d22fc3bb4cc6af72fcd4585aad89",
        "chain_height": 528324,
        "epoch": 1791320507,
        "previous_anchor": "c15c45a8c48e744582c43ef8c0ebf42b657e226d18f1af178bc966f330af482a"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 11,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.022082+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-ec78a47328900afba94051fd",
      "version": "1.0.0",
      "model_id": "prajjwal1/bert-small",
      "observation_timestamp": "2026-10-06T18:01:44.770300+00:00",
      "observation_epoch": 1791309704,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1da7a30e4562f9771596da0b46f9c8c222c60c56c72a6a0053fcd47070636d5",
          "commitment_y": "0xa2d3e1c246aa254727d2e243834636cd01d2793ec77d07b23ccd1e471286d95d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb8c88d241ef15e071014cf1028af1ddec77599299d9a76a2eefcd1da0696f600",
          "commitment_y": "0xb7cb560c95f58dfc04a30d1bab4c135b22f7f0e24abbc13cdd8b0ccf822a18f3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x96a44178a1a95c7db41045eae5490279f588db048c8edb292c99105601c81ca1",
          "commitment_y": "0x2a4672a699b4d7ec44b8fee29767fc5b2ad4ee4ce1daefb054f6dbc77ae624e8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf258c94c42992f617be9c0dc2d51308ef3b948e5e61c54f048d934d5c766578b",
          "commitment_y": "0xbb21be41290c468220a0e8e3c4de7bdc7e4990433684c4f95f96f53eb047ae11",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd3e2aabaabb31c0b85df70dd80d0b028d5ec0ef740a177e8f8a53ea287a9a5c1",
          "commitment_y": "0x5c19c11535c0ba62d18a9d73fe675cd3a6e21d00dfd1940152d8bcaf7e26bd1e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x25ca898a12c7ddcde53d57cfffdf527705e2e1f0e4a3d147c53ebf1ad7c1715b",
          "commitment_y": "0x8289deaac23cb6a0e9862785eff180afb9c4f9e28991d23a5874e138e998cab4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x30d31a579cd8b267195ccc85650aae4c0e2a79433cdcd6a991f2a14fa03e0f97",
          "commitment_y": "0xaa4348d83b0bd989b2095c44662d9d575c853a839e232f1df97505a5187b3b70",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x550d459854d767fe3fba64a9bb3680cc076245afcc815d42980257e539496857",
          "commitment_y": "0x5de8668a93d1c359c448ae0b28597043946593b0477e8923eaf29c1ab7b7107c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9ba4a915cb680433811a56b76b7ae6549c65cc33444f7230470460d1a8975e7",
          "commitment_y": "0xcc2e2838c8ae22fb348caf923f45be9c1a8c08bfae3dd6606252f8457e4c1b78",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd36698a135ec135b1d767c3c1fee3250e1c62bc99c4eae59ac45547cc83d021f",
          "commitment_y": "0xa773f8f2c0d5ac9c51c7ac18fee4622a76d605a67c39169fd3c9e1cb30ada9dc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xf13b072c6d7239cfadccb126de566a3617d7ddbbb7c5175d0f4fdd67a351ddc2",
          "commitment_y": "0x18a27a876c4b86cd16836c3ecc79838c1fa92af7db74e494ec40bd99990357ea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa46fddbefbaef5c0b3161956b7904bf5f8f8e0db6226126e5b8a0bc77db9d400",
          "commitment_y": "0xa3817385bb4868b47c66e2645584d4e14ff4db47b1e6a572f73597053c54bb49",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe34f70635f0498f45f05f52bed76d9efe6f8af99d1922a0d8d767da28cd8bde1",
          "commitment_y": "0x66ca6d3c1770e7ab09a07198781f24ad030b6d85adc39823e5d88753a89e97e2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5e508dbdd0c96f6fdaf77a59a1b47c670e0ce3913813077288570d1fb57eb89d",
          "commitment_y": "0x6917c38d9b2475f91173cc8063a68d73856408ea9fb0bcc4150fdf1a4646ef7a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7d260260813bc5064d2068d1ccc059e5cdc57fe40d30afb72b33f1e33d0d140f",
          "commitment_y": "0x3cb9c129f61b9e42396c6d38ff4c9b6eb6bb50c99ab9afdec31f37350fa39d0c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc15863656c76c209e3c39cb0e2c3a0b38fdd70811522b4ee5811c5d62ac007d2",
          "commitment_y": "0xbdeecbec8def559efc371d420bf6173d3b737e28c5a527582fc14f6ba8a24202",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4e0b95b8a82bbc45faf6564c42f821eaa02409386ae6f3353070be4fb8abb41",
          "commitment_y": "0xa89dc94b4a37836672527678e5b5ceacda470ddbc745679f7273e8d25c297b0b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7082d643395bbe01cb0da167f0a40bb23962b4cd78bdc187abc26181859b21ef",
          "commitment_y": "0xd0e305e4928626fee993d906e746862fc076d7139d795c903e538ac35d770911",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x39a9538b30f401618d8fceba9cf1e180c01361d958a326536732be8b579cf15e",
          "commitment_y": "0xcdda63874919938b28559ce2fab41c9245ffc7c4c2f47c757920c0e72345206c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x75f251d542aaa4ef9d7cba80c0d8e8220d9eb4a188c179766da6299b322e63de",
          "commitment_y": "0x5259d2846a6d58ebc9374c3427705383cee28fd1f22d1b4d34b1abbd23171c6f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "a4e31a93654acaab23aeb96b555424320609d157088096e45afe9f6dd9f04695",
      "temporal_anchor": {
        "anchor_hash": "c9986660385b5fc428544852222ecacc9fd88159eee5863ef5c2674cb9ec277a",
        "chain_height": 527971,
        "epoch": 1791309704,
        "previous_anchor": "f21ba094e9c5a2bea5a3c07f34c84b19bdeeb07da2228668ce72e01c71ad4689"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.616811+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-fb9e61fa78b843cf164e7d8c",
      "version": "1.0.0",
      "model_id": "sentence-transformers/LaBSE",
      "observation_timestamp": "2026-10-06T16:00:32.578024+00:00",
      "observation_epoch": 1791302432,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa2a1b31edc19916e4a7431a61e9445a2fc0262083850167269ca4c878ca70cf1",
          "commitment_y": "0x46901b7fd77e52592e6e7f95fc2ce5845c2cb0b3f36b0001cb5089d2c8bfecee",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc41c31d604f4984dc2c498fd29d3f8b6df6399804d616bf530a512583ffed5fc",
          "commitment_y": "0x5035b73aa1ccfa840e7a634aa3c009ff00c2fa4b9dfa5d704cc480c20d98406b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf03d9d100c26939baa2709cabf7ed55295ba22897f326c03b2f9d91e0760188d",
          "commitment_y": "0xd320524b82a0afd0ca8cc38a161c2e15c0373106c41148904abbc72204d7641",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x79a3c6480743936662217dd0c2880970bbb8afa80d0791d1d98dae6a5f7cc62c",
          "commitment_y": "0xed8225043d25138a7300bd129f7b5d968c29ef2a03adda6605efca4a558dcd62",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x550aa1cd234037ccaee4c5165963f076ae258f379b557e12c8c3cde5ae82152",
          "commitment_y": "0xe01b255c25dcd9f7d1c9bb7f3aa837eaeab10e5c97f9cbfe1be84ff6f07b723e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe59da800139dd3a8ec98743c00dc18a2fb97b4665f87de5322e188f8bc626672",
          "commitment_y": "0x8037db242094840626b3603e74537dc1b8db96e145d99b4e25bd98c6dab3a934",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x739f2438eba39f28855b47d085d72446f13e6d8f3d5cb1036d76ddf9c16e43a6",
          "commitment_y": "0xc5b9cc0b1289a23e48256758675ae6ff538fc009cf274240effdd9d95012bcb9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb429cfe0dc1e9eaf2b2d0a8eed4fba2ae62ebb8b9733441f130403497c37e163",
          "commitment_y": "0xe4223a8b695fe215595451821647c2d75ffd5175964ed393ffe779af49ae82b5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x7f0ce97fa5022f3f5652f3880386dad781e1adca5bad952f51d72aab76115864",
          "commitment_y": "0x5005d05e28ffdf5d633872cf859275cece944d1c46844320dca7d400022061a2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcef26d4dd033eaa56a7779461df36c8e389000937318469d1685e07130b9dd46",
          "commitment_y": "0xe5ddcded51d433539872840bb8d723f9598fdb88c4c74a2f7c4b9fef939aafbf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x82e6e590124acc09e7840f871e298a9526486bb6bb5f547459f941afdc09d554",
          "commitment_y": "0x8e0e174fae93233b422f86bd5a46d6f06babdbfba0c00572410ebe2fc77a3d5a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x38be5327f0fadf7762e64a78e043440858d7c945ef26d9557eb2ad3fd1919892",
          "commitment_y": "0xc2da055e48ead579c4f4f0e51cb8757c62a49bc1d632dbc3311d020d5a1ad451",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x75e5c85c4ed5bb022b3ce5268e8dcc961ff4e98442a2009587381c972f571fb1",
          "commitment_y": "0xaf127f320b8f989e900e385de4d9ef10dbb418939813f6bf47c7d3eeaf0962a5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x28d9122a6844bf35798c683719866854d35d20c9d1373b2187a1f87dbeb8c2b2",
          "commitment_y": "0xc6e562cdb7e28a0da97d921e7c4af20cd48d83762c29aa7d56ded68a1a6cdc5c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3d7f02dd3b816c611aee15f47326568813c3fe28190593ac664bfef29f518b07",
          "commitment_y": "0x38a013a9eec2cecc3229c578807be9c83a3c6b3348f1ce0044c1bc341fae7bbf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x698a908738a4cf49e5dc04b08b921c1bc4e973f124f5a70762d3c7694a1ec495",
          "commitment_y": "0x4fcc2c64764a62f713db4851a3fd179688494d68a278851ed3f2b1b7a3f1231f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x351e8d73c39c45e40fe4f35b30f3291397a55c99c3e1ddb4675f5adf467417ab",
          "commitment_y": "0x2641a9958b4e3e88df11f0ba00b44898c664e629ee5501fb6fa3ef2d7a8386d8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd1974c967e1042c7ac38f2c2b2ce197f767a176ea0c60fe8c10013813f9b0b4d",
          "commitment_y": "0x471ac2bd9512ba55aaedffbe793eaa644cb921e06357dd306588f0d2627f1c19",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe46bd443c96cd976eb5e8d7d6318981abd77ec3b0d515cff2e36455c3b2ac203",
          "commitment_y": "0x18ca69a862442e06809c6de8d4fed106efa463b855b66f6681d3db6efc10b583",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x21159788ff044afd1c5d6b7fe22f5651d20d6c89c9c0a7ddc1f4a06e2010d39c",
          "commitment_y": "0xf856b4e6568e5d0e4174a6aac4c39917738a66fec305905154f1192d3b7f0dff",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "4fb92d63c75d9445ef248beff6622f7015f8b302ad3cbce1de259b657afa605a",
      "temporal_anchor": {
        "anchor_hash": "3a323f05682126311ea8ba580c0616467c6b4cf1be7c4e0cc6f7ebea0001b120",
        "chain_height": 527706,
        "epoch": 1791302432,
        "previous_anchor": "6056e8b3b60d8180493787c64b6152309694a2c21f6941ae71af399700be57fc"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:11.115623+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-3728f3c377f4170c6c83b73f",
      "version": "1.0.0",
      "model_id": "google-bert/bert-base-cased",
      "observation_timestamp": "2026-10-06T13:01:35.535977+00:00",
      "observation_epoch": 1791291695,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1c805a27729478caeca6c977866e0ef5caf13d91d709f2e9cfb11bbd2785bc8b",
          "commitment_y": "0xffd42412d90902d15a5fe58bf925bdd66c25862c0ff5cc370b639cd546d04de5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9c968f901346e4710fa49837b9b79362a9dc43bbfce0255a4ac83071ea45e05e",
          "commitment_y": "0xa364d10a37dc8c7b015ac2297461dd020f116cd2d8a68cad00640b9455be397b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xe12e6b9aaf2f01633d7858ef57973829943aaaeb5e6be4c4262bc5ca996fef98",
          "commitment_y": "0x4d3a37f16a31c46f4e6d888c0ab66b6f1b02714e2e92d41a892cefd30172dc7c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd7a109d8c49eee6e7e3c5e054c8bec1d846be4084d6981da3112c7a045b4cab4",
          "commitment_y": "0x438f7ec84216a91ac31f45e02353a3d0e875d7b16b7cdf28364ed96937472fec",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xceed3f8dd156de219525f1f9901a5b842e2f75eb77016833e428956fca9c3dbc",
          "commitment_y": "0x94cacc640b3388df09a6e1b980bc7705b34d5fab0f2c8fb2c7d2ff5503a3391c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xb6029b14774974a93da2a70edba5bf3a1b68efee29c3d632bf9338b08c1c5ee7",
          "commitment_y": "0x51c61520a2359328b17421c25b35beb077bb1d83308bb6ae2eaabe0937d64cd3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x2ac0ace8b82ec973029f9291a334415e29553648e837db38dd8016cb275f2703",
          "commitment_y": "0x9688b73614815d7f615d569692fb6b577a080c61b20593562a64ae448581fb9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7d4b91b6b67d94b47f8af26c5bff7a5c1a75830b4dcde88621c01e277f4e9d7c",
          "commitment_y": "0xb848193dc50adf86b6ed824d000f7c05960bd4ce3315f10d35b3a0ccf8512a9f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xdc2095662d1418be7da016e561418187e6d1322ed3dd0e02099450d9434761c",
          "commitment_y": "0x27d9640732d97043acbd4d4e84959a13a43f4ac81d050a36b39f873c6518e359",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe0a9e59399657c92ca3f90497ea7fbeb96afa1171fa9b24ab97df29ceff04e35",
          "commitment_y": "0xdb18e25ddd7af6ee4787ae25d8404b8fa71572e25e60b8fb581e375a8f848236",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x6b5a7ee69848ee3d3cf74a122f35cecf0d5d74713c23a4f783354c3b778e4844",
          "commitment_y": "0x51c84cef7e6f0c9c65fec854f2dd275a7b3741bd4f9a02461f38976850086aa6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xab6aa24fc0349cab93dd7bd37d5ab28698c751bef7f24d2bb2d243bbf6379c2f",
          "commitment_y": "0xfd2742b4b73013c11ffef54431ffd3a373977072b625eed5f1fd66428ee7daf0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xab4efb970b82cf835b89e3118e3ca0ffec582e01b58dec20052fd6f50f3eb25c",
          "commitment_y": "0x8c9fa98585afb51f7da53308aff8d1fff57fc813ab06a3c868db04210fd37e21",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd77ab5e2e1e0c8ddc8a070953eccab72e7f487264c8b00213f0eb01483506db8",
          "commitment_y": "0x686607aad0b7453a72ce2fccbd7eaa41c95022f36e9ea2e54fa78ca2d8d55a97",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xec21179735de99205c1cef2538f94819ac1bacf7e2fda952aee6a07916488b39",
          "commitment_y": "0x3a8cf0de39f6d4358616afcb8775d9c7e95784abe9c490a1fe3b7931625d2318",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xf858fcb1db5c3c55835ed295984fda2066730b97d9f916126ee46bb6fb365934",
          "commitment_y": "0x44c314055fc2985188fd4242434893c7162c40589c649a246a9d1a3577533a04",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe3c3e76e5cc7cb572c26534b6f5c29290a0e02acb6156ec0e0717265334eb8fb",
          "commitment_y": "0x496b7e36c157d06d0a282ef9b2865c59c0df240edb84fb8cd56bd1a00bc63373",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xa4891f2153d6f33aea7f7aa3d4841c88087cd2dd68474cbf5cb85c7050024cd1",
          "commitment_y": "0xb2e69a1516d74d1b0e2d55862ce8e64fb284961a0ff4dc9d6ed7f0516676c2f9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb7efedc47511deb8b4116e19a66c697d6bd3a18f89e228b286908a529cd251ae",
          "commitment_y": "0xc045ef462b2d2466e7e0cde78ca447f7676c6ddb45e499d0228372f590139ff8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf29ecff5fba91a618f64bcf0606a3bc7909e0216314e5c969096366ca5472753",
          "commitment_y": "0xef7308ec653ee141cb7326f5ca8b527e6aaf1aa603d57c72d87004c21ec7b624",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 9,
      "present_count": 11,
      "highest_severity": "CRITICAL",
      "merkle_root": "d28ff2a40edc85d99e0db74874a118238a51e0012c95da3445565ac6578ce279",
      "temporal_anchor": {
        "anchor_hash": "c98c2accf332a1122b2ac9564f04187b4a2da8a4c6a22f9fb82274d66cc522c0",
        "chain_height": 527397,
        "epoch": 1791291695,
        "previous_anchor": "6d250f38a638116e90589b315fd3510b44e20d95dc188aa2f13de2092bb14908"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.603550+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-71e44750576962f0e179749e",
      "version": "1.0.0",
      "model_id": "Qwen/Qwen2-VL-7B-Instruct",
      "observation_timestamp": "2026-10-06T08:02:45.214264+00:00",
      "observation_epoch": 1791273765,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x17a3fe6dbb8db72f350cd71b54999d5637faf826ef3ef08f71d0c6de10b5299d",
          "commitment_y": "0x13b3dd1b126991d500a8917f580802f28644cec6f48791efe05a9cdfced534bd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xebd0b2b8accf237171af6264794df75c16f8f59716035cbd01907d01c5888ecb",
          "commitment_y": "0x748416fd9cc4e4ea9341cfb55ef12d044601cc1d50da838404fd559bc46f685e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x2ebe57e0f39e44a8052254446b1ce876da0235e44c001409636c02db7023ebc4",
          "commitment_y": "0x1f3ccb21f926633c2f2bb715e3ac1a4288ae3aad555f5f6849294713fc6dca61",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf9ae4d91608a91e53d7b3fe7c2d2ddf6970560d42cb82764cd72f0ea89fedaa0",
          "commitment_y": "0x7ed08f1e7ea3d241b11acf298cc102310a9357e521889893be8e78ff27e249c8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9ba09b60c8afb8904c489d1d21b3644a9b1431ffccc422530b01a7cc4e4fc2e4",
          "commitment_y": "0x7e0cba836ec747530bdf47e7f4f5e7cdfd32cabaed0f6a1800459cae04dae783",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xf4bcb3fbcbedcd539d6c7c8c792e8fb27595cf58ec65f6409c77b8961805fb00",
          "commitment_y": "0x26ea6292042bf4368988c9531474c494b6f743f477916b1042820d393ccf1c1a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x9a33f38cd45e8a690449f858ab2b01cafc0c51db8bffc39eaeef386fb2822cba",
          "commitment_y": "0xb8096e0d7a70387e3adb75d045768427356ccefced2268930323515797317bb2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf53013aa74bc78da4b22033b941147ab2f4fe88737e545d082a08e652084e3be",
          "commitment_y": "0x21721f1bd63d9f5721ad8ade9d6681818e183112839ce65fdf1b9668f1fa12a7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x2a2801e0e7f64e15e3e4cf0c0105a120c30980e2819d4d58b8daff078dc28a5c",
          "commitment_y": "0x788c28a6cc6133ebc7a9771eb1b39ece043756f806c369aebd7d0f1210a32d65",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8710094e9853c16cd54d096bd1e865992d16515822afc7ee469f931e1a3c77aa",
          "commitment_y": "0xc04e24eff92ea7f3289d8f9529239b95625be366eafb1a9086421a4c62d987d5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xf115dd96df08489793d81d6b8b9a4a68e29e217ca75f10120b697e8a34195abf",
          "commitment_y": "0xf12a57be7cde3c960c234f637d8f58600ff2bdecbd412163ee02fa5a7210958",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfcdd753e939424136ec6b1b7b6d9d4cee10439ea87ad5f45746bed37d3daa97f",
          "commitment_y": "0x4aeb87d5e40d73f68db5d2487dc2b798d011329623c20f5e70bd618cf4cc7e01",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x160240f51e2a05b0c2c2f22c88631f9acbf87a45914750ece4ebaae07f4e2db",
          "commitment_y": "0x1095e4ef875a0106fda1155ef17b709922104fa521b86f44fe488680fe9a24e6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x3ce7ffc3de556abcba40c3d7511a8c72a4ec64b91d88486c84183da69f41c18c",
          "commitment_y": "0x12325b9a580d832d1e35e4e4965bacc6382be3b3d7d1a7622c3fc0c8a17fcb96",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5e1444f19f6bb3d7452d489946b187f79e24f76caccacea2e091692ee7edf2db",
          "commitment_y": "0x826d535c1b2eb06ca76347a9110281a72472d00c5d71aff5e8af66ebe1fd4048",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xfd1c53251f3bced5a98df7a2d970c4f3be80a2af5f8395d65f9f4593147325f7",
          "commitment_y": "0x59bb11fc1fc18e28d4b461c27bbd565284a01bf0b7b06d58d441f7f769e436da",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc72a46cee72196305ad6d5737653b85fa8f52e81c4995e418582cd0fe56977ff",
          "commitment_y": "0x35003c89965d59dd75fe1b99406de57b3a71599094c2629a6c13859085cc35ad",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1c5bdeaa8d33fa00691d7d8141cb28dc155c0a998b46bc8cf228b9fddd3f8dc5",
          "commitment_y": "0xcb59ca8782b4d351e2abe861682d2dc7d4a3648eb17790e81565dab83ba02e93",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6e50da18bcda1d4d3d3f5da0bb0f0f44831cdca3819599fdde0a6aae9527e3f7",
          "commitment_y": "0xadfe9158eb5416ade073ff1b0075680febfa59f1d3891475fcbf8771becbe434",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd27068b119fb1091efa99481b692efc96827a3226d3d957a7c85b21803b24fa3",
          "commitment_y": "0xd65f3a9083353ba1559961c9108f6176021d64ad7f6f2a1b5461a85c5e256cc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 12,
      "present_count": 8,
      "highest_severity": "CRITICAL",
      "merkle_root": "3db86b31145269ae0d4800b652be325d91a8bc64f2520a7562061e9791fb0981",
      "temporal_anchor": {
        "anchor_hash": "e60af96bb7b640ab8089e662ccb47f102d33c56e75a6a5d3016646094c4307b3",
        "chain_height": 526875,
        "epoch": 1791273765,
        "previous_anchor": "b032e2bd5a9a6e6956b0cb4df017763232edf03f4e2670a857a46e8cddb96596"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 12,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:04.230933+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-95cf5a2a9b12f5b12879f91a",
      "version": "1.0.0",
      "model_id": "google/gemma-3-4b-it",
      "observation_timestamp": "2026-10-06T06:02:30.969379+00:00",
      "observation_epoch": 1791266550,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x46558e8be73d6fff2c8918d54bce21e9a717d1deb83eca5256b77e913c4df6ed",
          "commitment_y": "0x138c6ea7d137dcc7778da144bea9fb2cf4609b40c806616978b4d477ab86b842",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6603d89e3670fc79052173cce97018f056b1bfe0789853270c257e5655e634ff",
          "commitment_y": "0x9089fcd156add1edb0e59bd115658a1485fee0dda0c7a44e1efbcbeb2ae0615b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x6aed42e6509ce1500dbe2a6c0151e33c3725325bb6bc59e29972ff7014e6a993",
          "commitment_y": "0xa2423b8727745161e65ba8215e3552610607e2832caf2f52d00e7f9577dc4a45",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf67cda8e882969c80f77059752b8763b2c1504ade3c1cb54d14cb7a666c9c818",
          "commitment_y": "0x2c017439d8cd79212fc8c0b72ee0ab3fa3182a9f0dc6dd6deb9d448284b3cd50",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x485806d4a60b57105f7b995dc4d2b042bd07a7f29e2fb3bb7a4b76c8501bfc3b",
          "commitment_y": "0x3cd48ef35991f3f70ae4bb36305bc4305e1456dc276182e93979b4ec9139aadb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x97d53705e717046752f28f5d86a77c6580dc49aab8207abfb6b9d2e87ec701b",
          "commitment_y": "0xb161fcf21a8e6997e1c7085ebd2794f3289b88e54cf81b9bdc0cb21bb80a9ca2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x22f337f38eed141c5299521391bcbf741f330f0f7bb80c1a1537d0626a9b14f2",
          "commitment_y": "0xb2e3fa33627381961b8e0780feee6343a8ba23b76a3959803a1e589533217f75",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x985fe999d33cb3b4088e5eeee164a1c78f0573f6d9b5e2f4a5d12698f0c350fe",
          "commitment_y": "0xb767f485a05b3d238d4e11d0f9c4a6e6766eb5f7003e6b2d0f463d77d6ef928c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xab9f9c30969f5de51b894875d84feb70ee73b304dcfa87e29667c7340b14a24b",
          "commitment_y": "0x2865f635694d4a677098760055d9b1a347b0e04392b2afe518600150355b6912",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc272bf61499a5abcc405a41ef836154009df1ca088f0d4ccf689a2ff553644e0",
          "commitment_y": "0xfcf9efe20bcc9570bfd37c1fbe076b366ae226191e4cdcf1d28bd5c870fb57d4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xf25ff9678992316d6038e01c80eb658d5543bbadf25bc9eeb3b4281e829bd018",
          "commitment_y": "0x39965c960b626338a2bf29e0ba3e18b53de67a6efca0e3eb324bf6a413c3bd01",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe6b4b8f1bcb8898e0b30a245e6691f16b1024749d15efca1f839f908f9082c77",
          "commitment_y": "0xe6d513a0a1bb98bfb65d33f39dfe3fa084032c95ef2111f915363addc83beeb8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc3e99620f73267c492fe30ceba0dd7bb0e1aa831ca1394c2781e8273e5375a64",
          "commitment_y": "0x31c7b8283a7954ba628e0f8f9511b12810a8a3e9072075abcf6a6ef74ef71cd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x4addab6fcda574e0db3414290c585ca6bf28d07f61c4499967f9c0bf7322806a",
          "commitment_y": "0x15b1dc38a57e535fdee5db266534e0e555a9ecff3b9537469e09053b8938147a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xe8608dbcf3697aabcc0efa7c3c69672f027d5f7b18bbed6bbf845886c07b7460",
          "commitment_y": "0x4bc3c10102935944b7e69954c555a233db96ed0ec07c64cde5a8f57f7f6a6f6d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xa446a7a29cf68e2ab2558fa116fa2c6128d888eab43c9481c8f9ee952281bb47",
          "commitment_y": "0x53739f664369d510197f080db470e44afcc396c183653c7435a024910e1e4bfb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9ffb50ea56af75020b992c4678ddd7f7a7d91993a3c8cd8cf5ca775643d35c88",
          "commitment_y": "0xfe06f6ba04aea7c8e925f5adef54df34afc481a790131b102703563ed05af10",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x8d402491641c60788bf28bee0d36d5b4bf6488ff7d47dff5ba1bccca1a90f3f8",
          "commitment_y": "0x454f215b0b91c14c47f3fe42c25f7ddf3304d4f8f5159edc3e593f28c48be45",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd58cb15ffca0c52c8f776c43715c7fd0dbb60afc086e6dd9e5f575489ee68ba4",
          "commitment_y": "0xe304d76cdb59b1c57ff035718d8e8402fbd071acd51ac147686252ee1dcdb671",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xddcecb05ffc43e6ead35f90ddfabe0d68066bd58e11d836acc9601bb99e51f10",
          "commitment_y": "0x3e98b74a6ca950ff1df64cc5ebf5b36cdd26409d2e517a47d2451e5c03479797",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        }
      ],
      "absent_count": 9,
      "present_count": 11,
      "highest_severity": "CRITICAL",
      "merkle_root": "a55bec94db4aac0ca655922601029261abf019550df721ff91ea78ce6781b166",
      "temporal_anchor": {
        "anchor_hash": "fc482c26217320c8e0b113ba9fb6b354a61d445b418732e972aba28f100fb830",
        "chain_height": 526632,
        "epoch": 1791266550,
        "previous_anchor": "fe73dcb2c2a6962df7a1e9e9fb8cfecb2075c8be2f3e6a1ac7d99dd770196019"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Principle 1.5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.680053+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-9503f8d02ef1fd2716dd2660",
      "version": "1.0.0",
      "model_id": "CIDAS/clipseg-rd64-refined",
      "observation_timestamp": "2026-10-06T03:02:01.060928+00:00",
      "observation_epoch": 1791255721,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x313a26bcd3c1177b095766367e8e4fb745716c2da86581fdd3842971358781e6",
          "commitment_y": "0x8c2a898b4ce83945b43b09245d47171b7bb40ef83164c267da1261be0fdaeda3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4742f938774472bc4c93ebdf18ef59f3a60a2ce51246d373c50b8173c05d109b",
          "commitment_y": "0xb3e0fdd440cbaf121733eb275ee8d6ee368377dd2ded6dc70c9f9c42388f1a55",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x21aab455071ecfe42a3329e570c59ebeb62c11133042fa816c14b1ef2cc5ac88",
          "commitment_y": "0x4212bd81601daa6b21e247b1e751516899bb0f06e4523869144907b12e56f5fe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x407a8ed4790b4c7cf10c58bac93a4ad53296075b9c805010a56c101fc87cf42",
          "commitment_y": "0xd3061125bad52c01bf960a264be9b070a5e56f9d7a0cd8a970caec0f7fa27550",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x85bba49931f12743dcf3a3bc452e27d3d439ac31988ddb138a9ce22b8a7f5fe3",
          "commitment_y": "0xb61197a35f1e3966834e67a9805086d63420806cf35692bc3e1fb87a616b6265",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6a4bef6c874244f84e34ee1c24a8edca46ab3aa555df1885d8c14302f3f83d6e",
          "commitment_y": "0x5ef07f29ac58a5dec746e87380fd744d7df43ad9793eebefbf7b2af7a8b07aba",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x61997936bc93e1212675b3d8467f3361897c927d818f673c0800ae22bcdd6986",
          "commitment_y": "0x5ae2d3af8d20b83730be726846a2a358adb9e595d17be5cabd2d6ed334b5b6e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x87bd3c649db10efc8310ef3c42091b6b8962331d12795f942c09f25cfff28460",
          "commitment_y": "0x7c077967b441e07e6704a5ed90cb797bd57db2f7cd83723ed48645db31255e3d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xa8505a76998f71e472a384c7058c86ca9a673a10586130dc3dba886ab298199a",
          "commitment_y": "0xa24d47d9b2a2637642cba8baff9d30cd545ae8d17361140db26d6618c630c6bd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x529300ce27290bc1c4d1335bebffce51c9f8ae8c888396f60e8ac2b8f7d51f3f",
          "commitment_y": "0xc8cba372995affa11d4d91d4a81eacd62e13c711ebb785fed1eef81c69a9b9aa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x551d431b3086629dd364fe91cbcbc89603e4f59db8276002cb394c3fc98f606b",
          "commitment_y": "0x125004c0c28dd52cdffed5ef3bd436295dee04731fd2cd03407cb9104c928ed7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x285d0065ace46620c7167f755cd65f0ab78c9a0e06c0c4a11d968c37d6ee5d9d",
          "commitment_y": "0x365b68d29010776be80ba304034320e73d04312cafa925c03eece0b5aef9ae77",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x140f380d75527defab1627f94bc7d5cda41ebee421186724b42784a8947f38aa",
          "commitment_y": "0x10d82ba1573da1f2b49b3fa96eadf41e5fffd081302abe6c7132459907510275",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5595af5ee42eca0479dba16ef33e07225771f63d0c4746d3455b666d70d2f3d6",
          "commitment_y": "0xa1d8372c1fa09e10fe2b93711f6066893b763b8cc556043637f578a1c08c9ea3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4a11e1905c6d77d9242574fd24f8669592b75a4a9a2fe0360a3e6176ec3547bb",
          "commitment_y": "0x6a7ea5ac4f15e86e5ae44982e7b38e0698bf0b0ac7f27608c54e2fe8393d4d7d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc4ff2962726db4a55a5119c27d68d958fc82c9076c30b056c61684e82b229508",
          "commitment_y": "0xe1e9a20ffbbaed06fefcfc8e6a3c97d8d174c789fc2c6fe279c8de07bc0c23c8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4758be8eb91685f36c3e913f8988ec3c7466e614cdc0fa2c3ec4a1b351486134",
          "commitment_y": "0x9936dd865bdc8020030da0d92274ba83701c9d50b1df6ea35312c4622444d5fd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x543545922a70516b94a1f18a594b28030bab87f95b61b7f4779454813c5e1197",
          "commitment_y": "0x3a3f7840747c410d9976aee350ea8a3b9e3124ca3ba92e7e74667a7dd336b091",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x90b7877b4c19ea7753ac390107faf4452b080edb0f0d6d2cdaea8c9772b6430e",
          "commitment_y": "0x826f7878111e70a1d95ac0364b6ea3079e42ab2af755754d67bffe216cbb5664",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa07b3106839a5fcba53e13b4680a831043fcd5b5e45a9f4c4b296072bde504f3",
          "commitment_y": "0x59acfac8959c7502d7b96ec9b904fcd9554cb0fa37812c6668687bad5c78be90",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "da0e27cbe0b9ee8468612fbd5de6192b71abb2b571efd7adcac8b6574af064ad",
      "temporal_anchor": {
        "anchor_hash": "3b67c5c8f7c397d371d4489d5cc33805514e6c5e25dad7be2eeefe3ab4c36312",
        "chain_height": 526261,
        "epoch": 1791255721,
        "previous_anchor": "84a102ae0530d99e5e99d951c256febe27a80967ee97e997e9399dc4c2966aa7"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:01.820018+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-ef1b56b84e9b4c8f3a88c2ad",
      "version": "1.0.0",
      "model_id": "sentence-transformers/all-MiniLM-L6-v2",
      "observation_timestamp": "2026-10-06T00:00:20.792516+00:00",
      "observation_epoch": 1791244820,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc0b2978ee89c7cf08e7fbd73012e6abdffcf59ada99da76fd95ec29fccbc4ee8",
          "commitment_y": "0x5703c218df949131c469ebd167dd9315291a38e4a3abef5a0b6d654149ece4c9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2ff2b0da5bb106bec430c9601e5e28171f89854c97c6c7240b523add75b2e75f",
          "commitment_y": "0xcd6298fbea4095af9471e6ed72a9efa9d913fa65950afcc804fb52a4c91e7428",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe35be5e3f98d750d91074a2f0810ce527b74451363ed3f55ede4bab7cd21dd0f",
          "commitment_y": "0x43ba30dce7ae03732a7d08aecf3090375fc6cda57a83ecf81d293d8053501660",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3c7a76c4651a16854a3677543f1e0746c074fdfcba2feac14c03dd8f74615460",
          "commitment_y": "0xb08f77cf3e9ff9c17deb992c59500e423f3bb8f787bd6d0f49368229b58e5220",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x34193e383d336c011a850587adf2ea999531afce38e07df741d4946e8ea9759c",
          "commitment_y": "0x62e0b592256b1a7285c0e3316ad00a79ac498c545557431a79d1211e65f0c012",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x720d7afd684a0422fcd25e4f42b8c5ce7ed597c0147307733fbb124f015374d9",
          "commitment_y": "0x9908d6db3257434302ff14831514f450997f6ef11e9ca67d261107ab9a65f3c4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x528b5af952b782b777de7d5e57470890d9f9b701d03124c6712ba48bbb7957fa",
          "commitment_y": "0x91702368f61f2fd4f163d069ddf333c16090000e697d013f8dca89eab1197846",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x16d013a27caa79aa88a6d8fff6d6e3612ed506b8441e318a86377aef3fd49e2c",
          "commitment_y": "0xabcd165e8c4ae35a30a676918bb68a5790ef61785297badf9278748d33dfad32",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xad8d5d1aed3f39898032f2e9ce18d476f80035a97bb29bcd47c830de9816d03",
          "commitment_y": "0xf70e1b5cde3e553c072009910ac2822dd60aa2f996c5087cdc2887b06a68fb0a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6106bae17a00086a709b1024c26e9c02d1101b8781810e26b23d5239541acdd6",
          "commitment_y": "0x79b2c1ec096105dc53e2df80b7e5091d5e491c3561ef2def7747e7b38fc59bc9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x19b3fbb87bbff9e6501cb6b57050c2e4b1bb33529767b1ca06a28b666f429288",
          "commitment_y": "0x3362ceab2b5a72ef2340c93908450e206cbb057ad0a9cb95eb1bcffca37dd055",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x729dcce2c4d4bc4fac97db833bb54a42948da3edf5d0ce77dcb8580ab01fa309",
          "commitment_y": "0xaf264e49d8bb9595170d97a9901a7962fc346f7fd66c172bb965936d288a69a2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x60f930f72cd683bca13499a3fd571c760fd301905f00d890a76df8b50160d09a",
          "commitment_y": "0x3cd967047ede17b308ce2cb8a01d49d74d1fa3f95793dc1440937c84ca05b360",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x63f2bdb56f6f0bec31967efc887c1d143297fd7d052af1010439f34e5fd426ab",
          "commitment_y": "0x482319eec74501cdd3bfb7420529a9bd402bdbfb16510bf8eed773110947561c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xaa7cbaddcca5bfa5710a8996f01d9f4c3a61634114b434f417042131ed4f5e4b",
          "commitment_y": "0x493502a39bfebb0b9093ab5430e78eeb931cb7b1bddbec0316b276c8c8aa98c1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6b47caadc0ccc60c429f6c1bce028e765b2361f2626c9bb96b09e9a03780a70e",
          "commitment_y": "0x3e23fb636457153d4b630e590af467525265fb8c1423e48bbb74e2cc521442ba",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xabf5a7fb8888c6e4284ca399ae1a5a87505e2cd24b8e64a5a53c71c45519c48f",
          "commitment_y": "0x2853164ae30a8c29be5440004972f5fcfd42cf52d28eb2ea518aa78a47240262",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xb402b3326666665a9e8c145cce6f7cc840b303864befe318888400eeec116708",
          "commitment_y": "0x654dd3d02d1f9ab6478e8367e4eb95462254ff1b28a117d2d67b3037c5e45566",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x123efb0225b2bef49642aece411d258109d59f2e2155437fa6aa34162b59d23",
          "commitment_y": "0x580047bbfb6c2c6e50dcec5d5e14ed1e03ec604988409e1459d642c0482c6bbe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7ccc8a0b0c29f11dbca6fb0f4d0718e75e8d76f04b3eb2a2223f1d99a6e5105e",
          "commitment_y": "0xa26bb0f71ee6d337a3a31ca001e180880f9f8c57709edfce385eb26fb31bd320",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 12,
      "present_count": 8,
      "highest_severity": "CRITICAL",
      "merkle_root": "d0d31d4c97ce19dca0544b894c75c197be467032a06f365bbcc68ed461789a57",
      "temporal_anchor": {
        "anchor_hash": "17dd32832bd6e6e818f3d86cf84743c52aadd13b9b3cc7e1355e9460c24bea3a",
        "chain_height": 525856,
        "epoch": 1791244820,
        "previous_anchor": "60bb87f9058b108b8965b19b8710745e4ecdcbd37b2b41c5c538558c5f1c59ac"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 12,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:11.118127+00:00"
      },
      "sonar": {
        "provenance_hash": "245e025d4deda5b7385be7678530043ad9b3e0348fd218c48b95f535486f281b",
        "provenance_score": 1.0,
        "base_model": "nreimers/MiniLM-L6-H384-uncased",
        "license": "apache-2.0",
        "training_section_present": true,
        "declared_datasets": [
          "embedding-data/simple-wiki",
          "wikihow",
          "embedding-data/PAQ_pairs",
          "s2orc",
          "search_qa"
        ],
        "top_dataset_signals": [],
        "scanned_at": "2026-10-07T02:03:21.563739Z"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-4e98cb84babd76f5c5060dec",
      "version": "1.0.0",
      "model_id": "thenlper/gte-large",
      "observation_timestamp": "2026-10-05T23:02:33.233626+00:00",
      "observation_epoch": 1791241353,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1c09e98dfe8572abb73f9ea860112ea14e793cde2a2e725dfd49094a91c527fc",
          "commitment_y": "0x40fd1aa03efe6a19d4bf93b173c16c36b1fd723dec3954349f709b3b9370883",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9db51981c739329e65a703aaeee2cd4a252866f96ab0d07445202ef728b1f777",
          "commitment_y": "0x9f8826d7feddfe594fd74bcb54a250ca3b63fa1ac58d2dbcf51daa1695a652f0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x2a8ad430e665fa314d3eb31cbfd0c2ca990f68a96a39a23b88f36319e5b58a12",
          "commitment_y": "0x1df9aa52c30ca32040c7b30f12d55b229f179714969f121a637f3680f923c70",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe01bbee60b18411c18173eb406cb3687cd84e7914dec055bcc130f595f090a12",
          "commitment_y": "0x4e5bcc8b5359cc3907c788f92402a491b637a55bf38a31e47334747e509e9861",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe03e291315cbf3f6c442b36909c8a136c61dcd57eb89f41ccde46b523fef835",
          "commitment_y": "0x9ee35eff6e3a170befb29f364e674f553feb30cbfbb32387304cbceaa622606c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe2306f851a241c059ccc13b84e82a33d899f3396e6cbf2e1607272ab968d78eb",
          "commitment_y": "0x142ee1e296ca534b52a5672e040e776c47ff594d8c66eea2a6e76e3f0858638",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xfdee006ec7415797e6c1d843ae344aa6bad122a296531711ff07166173ae91cb",
          "commitment_y": "0xa894213d0613be1c63d3fccf93fd96845bf087004b20bb2c0e563ed8bb561ebe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc159d9134f6b38629371ed11e606211f034c888b986e28779828f5a118d8d105",
          "commitment_y": "0xd49ba46b028eef74a0482bd884f9ba7e93670ccc3c836a6b408b5644cdb5b0e5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x7d4bba4850e894cb5648b0036e370de425f2d9234eb9de4f010a5db5887d4ed1",
          "commitment_y": "0xe9e37612a9a6f0adf21410266b2103261375495315cad32be593922dbcfd771b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xaae935d4da9e257457e5c29e89e7737f8f5bb89ed89592f74fddb8d01f2f5bfa",
          "commitment_y": "0x384502dcdda44754e801c62b643a5d6db864a4ecf7ed339906b64f59ec1bc170",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x18dd8f8dbf2d84ef6050870debf726d2a41e834500cc537e79cb94acb67ec178",
          "commitment_y": "0x1da3daf731100062c03e783c7a816232fa749faf99f90957f24a040f8c60c436",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xad9a469df1c4c5dc0533a58798aa91cba1a4db0198ca9917eab529c80a9cd8d5",
          "commitment_y": "0x9d70cdbbc0dc458e314ed675ae91866c956a443441d4bc8020e4b064bfca2c9f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7ba85e4435126a0b84c6fa13e4d898f8e89656c1f58c6f9fa4da3b0eefc4f748",
          "commitment_y": "0xf4ef25ee102622d6540bf818cb20af962af110b6ab08735d440f2ee362f2b806",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x210c73cd066b00d278b44ab1594a58ac891500ac13754de181ef6be86adcf44d",
          "commitment_y": "0xa3c4c543d9b68438d1e858f7e32385e559aa2163eac4a85e8712342682a12c2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x35ca1b4acea97dceee4ff26ed53ffd8ff058958f68782f4e0c7aac8d460b5af6",
          "commitment_y": "0x3bda445bee5ed73bec97f8f32231140c8eb5ebdf975c43bc36e4df44925fb79a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xf3ed14f52df6d5a9ace786374bed1523b03d6c68a0a82e9ea19224a8d4d8764d",
          "commitment_y": "0xad137f8b01aae9e0cb59097b3187a49877b61825a5c5b66297d66db778aa0bb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3da86100bcbd1716b7df281c672a4f9665d91533bc4f810f48265be224733aaf",
          "commitment_y": "0xcd1597223bf1c2036d8390fed41af8eda004167607439835bce08c8b8715b639",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xae348452cb9a2fc5556e7247b55bf37f2ecae4d01f47329e4e401892302f48d1",
          "commitment_y": "0x939910bb0e9d72b096cdecafc6af3abfaecf7f2aa9b69dc80e3f187439d60cc0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x74882c5e0ea7c05abc16cd66780bb333b3f62094daf5d54a3ddb69c25a01dc85",
          "commitment_y": "0x42ae8024f635655cdbeba9809b539be38f70a64c6bfdb2ea5c52be0b15d02daf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb09d3576892e0c00d050e905abf9ddc0e406c7c7e68ccc4c7d59fa998fa91bc9",
          "commitment_y": "0x35b01143e52a75b4f09ad73b57594f7ce67176da58e75017627b081cb83bcb5c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 13,
      "present_count": 7,
      "highest_severity": "CRITICAL",
      "merkle_root": "f59944de157e0366675c610cd0e2463eb17ac0f3c46a2002d59a360be8fbbfb7",
      "temporal_anchor": {
        "anchor_hash": "1940b826b3dc26c97e6a77b385996e54d7b35d41735dcf50785762ba77826608",
        "chain_height": 525829,
        "epoch": 1791241353,
        "previous_anchor": "12975c1eb648b5b6178fbff0e567b3ca9c7c1a3c117caa13d9b5fd6ef66dcafc"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 13,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:11.571805+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-4ada219632cb92d429d3ecaa",
      "version": "1.0.0",
      "model_id": "microsoft/table-transformer-structure-recognition",
      "observation_timestamp": "2026-10-05T19:03:28.712421+00:00",
      "observation_epoch": 1791227008,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb24767f1b8da07cb3ff56df0ab8e435a0315f0b55503bb5f93ca5b2c76b4c824",
          "commitment_y": "0xc7a29aa90577fd97f610e010b85c14e7be410fe5f035ae3180fddcdf70894f8e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x678c64d549eab130b56fc00658a31db0c28a70b5be185156b47e118ec7bfdd71",
          "commitment_y": "0x3e4e7749119124e250a309652693161a2a3fa0870b98389963bb56bca3310f18",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x298993b9c1686925a4b3874d29a9a3fad33ba12c86900d65c7e21578c19f9d12",
          "commitment_y": "0xa75b3c9aa4a6b13f394654f278265e6bc98ebbee7bc3e56d34c0778e2fbfc6da",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf218ec108a4fa2e9a4d94ad08767332acfd6b67f1d2b04ef9c8f363707ab2b",
          "commitment_y": "0xc75f33efafff52662b7eb0fa71d556af1679c60cbf1406bacaa1ce121a8dc09b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe8dad5d2eb4e78e32daff3e325f69d9f218cdd96bb75d15fb658986e568696",
          "commitment_y": "0x951a77d24fb62fbb7d2802cc6097d08e5d041c807948ccc888c3dd0c9ccf82ba",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3a4f25b0de3927bc2c3cb0fb58008b97768326f23529a60b9191fe2da15580a7",
          "commitment_y": "0x984a2f085b271bc842f904090eb77f8c34a8db13d58ebce8768dd1b69c44cdc5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x27d10e52ad4b3acb1c6936edee2751c446939eae5748a6e99f59b3ce1748524e",
          "commitment_y": "0x828075f6d3db6121c11229f1c88f99b7565724647ea47eeaeb2849c80e01ce53",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x48e64a652ce6008d5057bcd17412504913c4735f813941cff7d15f6e66c59747",
          "commitment_y": "0x79f8cf27124cc0e43700ee89c01f2db01e2f82e5dc9f618542f39fc97425b7e2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xf7e89022147b566484bca4fe2163ccd4f50f979d6111c1eedd827fd6c0fbed65",
          "commitment_y": "0x56449e13a59880d1347c5ef41ff4f6015f7263521ce7915eaea017f88f6ce151",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7114a9b7a5ac864d5d5f7f897fdae1bcc8c39bb940aa5e9906fb0cdb0e42006c",
          "commitment_y": "0x5e7f7d66f12338913bd83ff24a5e8a43502ec1c584ad10c143fe08d78e4d9056",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xc12d52cd13360b93f698da29d3b58173301cf8c12372e6008affc31b0b895128",
          "commitment_y": "0x2c6c49dbc7bfa8baa37303ec70b15015192bdfd14513802acfb2a5f618b192f5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdeeaee99bca0c24e709f609042036a1f6c95fbe811c113b0e8bbfb90ec786938",
          "commitment_y": "0xe7cc18e724507590cfac71bb9ea287992040ac6b37ec4e1f99b69842e0f4a1fd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x50ae72cb550569e2d054bee649d23f9c70f06eb0d2cba733bef3fff16cae86c0",
          "commitment_y": "0x1d0b470be1508decd21674786eae6c5e43cf5944d656dcb91c9d57d4231d3597",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x42cf12a731f4a48a10a30b46d5cb1b2e3fba0d230ae528b1a23658ef2935a1c0",
          "commitment_y": "0xaa2c6f8ca3debe81e6000a3d800090a188f8653b91f43a2ef6cef0b83d48107a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x12bfc261b6b3f880dff0452b306f87bf05d3545635acedcdd492949fd524a286",
          "commitment_y": "0x787b163fae0b71a86a92b1aa95dd60fcd461507e84d12cec0fd1c980f4def881",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe44c3df1cce746274cb75872d2a9e491de231be7ace0ae80cb355e4627f9f4c3",
          "commitment_y": "0xa7c680b32c911ea2dc565d33b4f92fb0ca0229ad232b22054dc64f21537fba6e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9f9a9e3cf00067d1f5416dd8d0ab55e0496554e512aa08e01880635d6bd06f3e",
          "commitment_y": "0x58b046d1bdf3bdbb8e707e74752d4688b652e49bdffcd7539d52e030e5326cf2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2c5d51aaee68c08c765f41fe5f55fe75cd9d938e76145687c99e4138cf4e4d28",
          "commitment_y": "0xacad029517a5b8e71e4fcb0e8b7122355b27287057c98c802e85f82fad82b37c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3fcea4f86571f82d47921b1f9d1a83ef2f7e831d5879cf4418f5bf71e825a401",
          "commitment_y": "0x1c91ac5580a87b70f26ab3de33788cca2ee15db7eac251b891483d5470bfcea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf14bf70799e57249c7327a47abd36dac56319b7cb9f5399e1e618b1f9501a6c0",
          "commitment_y": "0xdfd5c594b5cf68bd93f21939f52b958ef879064f8802a1614bf8fb821ae3247f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "6641df081ee77fba1566e06ba2e949cebd0fc1ea56ba1b6909142a5732062d7d",
      "temporal_anchor": {
        "anchor_hash": "878c01a128ce354ef77e3acac8a0821c27e35015c103dab10f1d3262366964ec",
        "chain_height": 525374,
        "epoch": 1791227008,
        "previous_anchor": "7a2947190c9fe6038c6dcd38a1f024b2a8958d51292cec670f1cd6afa164d49c"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.356644+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-b0cfbab22c8ce024991ab81b",
      "version": "1.0.0",
      "model_id": "microsoft/wavlm-base-plus-sd",
      "observation_timestamp": "2026-10-05T19:01:41.876592+00:00",
      "observation_epoch": 1791226901,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe5743f1323e6e3a75719ad9595bc50cdd92c08200bc0b304695358817cff3282",
          "commitment_y": "0xaa356ba6def24e7925ed54e2762bc0445137fcbe0bd62a2aac5b02acccac78ca",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb8afc9f5515552aec718a11d253e427624d303b5fa0ae347c53e8e54e415dc9c",
          "commitment_y": "0x4a3a58acc735671e82ab085923e571cb9c3cb68cc4863cdbe5261352f8f233f0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdf6cfbdd96cbed8ca8fb06ba8f30e6b115af11baa263112eb72822adcc706f44",
          "commitment_y": "0x385523996ccf9a467f7b7e865489e18a5ebbd7f60717cf99b8d732f7297e1ddf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd9fd18fc96b410a41ffafaedf69c517871e84a33d697332fea6a8ac2c4fe9b20",
          "commitment_y": "0x3372a0a6f01ec9a906ad9a6743345cd297a029d0a408dfc5ffd5d9357c20f007",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc8de64e1800dfe2a5ec44a25845c4d6615248237b54ae3ad7ad1e7cd0afc70f2",
          "commitment_y": "0x1a9483f1c6e67c2a66efc6ed541c3970771713481e516fb37355aaf3f195df4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x909986495f28809fdfc91f49eda5d9195619f7a3474903d10038dc32a4f257ca",
          "commitment_y": "0x6126001a34cbc0b37ddf64ff2897b8f7434c8897e2748d753f283b19992ab276",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x401de9f12bfdd14e74ae5ffceaed0a57a4e447ba2ac6f87129324075af7af452",
          "commitment_y": "0xec4c6319b9ed03aac1d8325815f3c88db2e2d95d5500072c51621d7cc3ef47cf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x13311f0db344920a1bb8dd7c42cdcc1e2f8c59feaa2a3f86f2cb57434a736b36",
          "commitment_y": "0x5ca965771455132c96b94791a9c3b3931169efebbb44c6c2d49e16551df9b6bc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xfc3120bb7f733524b209112da60b61806d0d00c07519af034668e739cf2f0c83",
          "commitment_y": "0x5478774bec7798a7f28ff37ff556b5eff12835e7e82cfe0a51cee9f5077d6b78",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6e096fd110330a83fea0d7b6643fa55b618c4e28be54d7b18590169f6907d843",
          "commitment_y": "0xeaabd6ae46d13bd3d73431e81536df1b20aae21e895e9d750dadbaa51447626b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xd038524a4407eeed58ae6953e2d2f9cc53b5c9c0aba7108f6c10f104c69f3cad",
          "commitment_y": "0xaeb4d0f625f897098ed1d5f0b84b60b74d21af21f0a5358849fe00731d56f04d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2d6c27cd9a8ee3c2e3a07c71bc22029c0b52cffd756f7a7765ff8acc7d74e191",
          "commitment_y": "0x3c5c729925b1df27ef608cec5906a3ef1b59b61e6bbf2d883d54993a0c790de9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5c311d60aec5ecf5a0f649f8421a27893b8b49fbc43865a0d37e7d0d13b3e67f",
          "commitment_y": "0xa8ff0129e60eb2be7f63d9f1ae415375b8cb4756cd7a78a0ded752b2e1bb2d55",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4fa629b290dc0458e142ae199e5dbcab8f9f0b16d6f2be0b17dbc08fefe3ba88",
          "commitment_y": "0x7ac8f4e23defdc19f4bd4d80e290ace1a62b676481e33c72acb55c6c7ca2c6ec",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xa422319b9d5772f99a3f23830546f3878ba5007722c16ba0b9952477406112e4",
          "commitment_y": "0xb9e35380b6af1ef9c79611ae59e480fd7bfb1350f26e1374fc3e246b7dd06aa1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x973ee24c452828a116ef572c6161c023c55ee60f0f7508e380129234c4b9d084",
          "commitment_y": "0x4667ae72092c36ac8be60f4b23a276f949c6101d6e7af64dbab2a79b1ddfbf53",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xddceb7da4fc8939aa60616ab0cdeeb7e412380bbaa407f5274a86a9914684ddf",
          "commitment_y": "0x7421dcc07337efe1f36516ec5937bc12de6196e13afa2493e7dfa0c197d9ce73",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb6389ccda179abf8155dc448e1fb943dda6226096b23e5cb0211fa698678c0f1",
          "commitment_y": "0x997d3983fe21eb53e757c6ddbb379b69a2a3d2834de12110020a7f6cca8ac4e2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe383735cc8a2397ddec28ae3d7fa450745e90e7cac361308286bfa55da285ea6",
          "commitment_y": "0x9b9105494a0fd2fb0b9edb6e68f64b55936fd75e52a2e2a9c3355225c052cc52",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7b4013f56ac15a09b33ecd88d1a374381b8bca13b987bdfb5021d058f9bfb925",
          "commitment_y": "0xe905081e529b004926fdffd7c33cb703ef71aacadf051991801e2f7ee8ccc09",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "f91817462979a81d7bad4a6943d16da917b73c8f2dabc310df41d17335d8b1d0",
      "temporal_anchor": {
        "anchor_hash": "3977917385160262a9c05c4d63e7121f8cb6b24cdeb2c61e2c2c90b1b180c811",
        "chain_height": 525322,
        "epoch": 1791226901,
        "previous_anchor": "aedcf9b341ec51c4470c31670351bbd38d423d15be92e1effacf1d95e1ffdba6"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(c)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.386706+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-329a2040d2fe7b4543e405d7",
      "version": "1.0.0",
      "model_id": "Kijai/WanVideo_comfy",
      "observation_timestamp": "2026-10-05T06:00:11.164254+00:00",
      "observation_epoch": 1791180011,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xba0e871396bc006db8297a296419459bb6dfffefc6020d8c3e88cd8c41dcd806",
          "commitment_y": "0x62990ffba7e1b64da98041812bc7e4785f1dd8e0f49727791985561f8189a07b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe6bd04b87743adfce5e979addc5564d9efb56b5183c95cf6c973fc0eaffe47e1",
          "commitment_y": "0x8d507c7d2f3b129524c0d9b5f814d0dc70b9820544665e6644fec1972c3953f2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x659e9c84efd0f22f0902f26924502dc3bd4a39d37356141f99420222d6d20831",
          "commitment_y": "0xcc5ba8a74739bd7e00ac90b68e2efd92ed89260fefce07f65fd240e8d9d3e7c6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe94ebeab7dc4a83fd54ddee6a22ba0db15d72fbf471c0b9dd2b73acfccf99c9d",
          "commitment_y": "0x8058cfd591aabcb9207a9e1b0a518e6c1cb21086fca9a23589985e68327d95c1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9914b183cf94a4194ac04e2d2fa67fd4dcf946bfb3f62cb3c3cd886dadc45da0",
          "commitment_y": "0x8f3e17132bb669d89bf085826b64cd6e177632f97ad0025d5b48c6f91f1bb0a9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x53833993beb72d12890a9d11d36036a9e1854f020659e33e629c058d5661f23e",
          "commitment_y": "0xcb88dd2835c66e2ebac78be760537eab79ade60f385d96eda02bbe20dc85702f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x13ed1a1310587cd0ee8903d8ad97be456d2af934de5fad6947c1f26bd56a3229",
          "commitment_y": "0x90fc56f34bb8a13b8f23bbfbfd14d0ceaa23ec9f6ea586c64423c18bcaebf120",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x89df2b0ae5d8b5ac6223da6cdfeee58a0ab1e22a29491ceef7afc93a9363aec1",
          "commitment_y": "0x5c5c569e829fbcc5c6f1ea4b501011fee37012d73f578bdb67efdb841f38ac98",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x48e18cb0a6045513890a45a6105a778d0130a6b28314535731c2974ee68ebf3a",
          "commitment_y": "0xc7745def1fe68d3a618305c1e4357b7d1f7d8b546bc3736d7a2e31d968a4ed94",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5b1b2db080e85be24ac4d8145a6d6b9ad02c44d7c216dfa1c612a0e042363bdf",
          "commitment_y": "0x12763a7b76844fbdfab530452e2ae04a966f54642ef1a3b2e77c40929d57ba3b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xb50d7625c729cce6c454ffd24e57ae0a482e15b71b301e6cc080985968d0a5d8",
          "commitment_y": "0xa85c9bb6cfcfe0340459c96f336d395e7cd6ea4d6495b0fe6ca2e80e82fd8a1c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf46b0ccd3b3fbe4cc8ec0de8ff9b28108a29cb4274095c77b4f88a04d9f7baf2",
          "commitment_y": "0x33baff59eda0b2e9b1b97116d4f8356680aa92e2bcb0818b933755df3d14d294",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6b50ee2d603fb27636b03b043949cdcfb596bada86ae566ec4e189128bc53009",
          "commitment_y": "0x34b2d55c32fab4526ae78ef6f770802888c88a8dc1d3843812dae9a43ee29b7d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x275b4163807627761008b4682b774157fa9678ebf61c1878b938b9c63174ddf",
          "commitment_y": "0x93b8be915a3a9481358477dfa718f668d0a31a14b0ba33ab5df5a36ead581bba",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x42680bd326974769342e8c743aeda44d9c38758353eea3a00643fb3a45fc1a8b",
          "commitment_y": "0xe24bc8c2f54429a144ee625361c5cad361e2c65099dba31d089cd9d31cfad5f4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xcf8b226dae3cd1ca30d1f36ad666eb5484f94b58afcaf75ab69fef8155f8c439",
          "commitment_y": "0xa5af28352e30b8b27cd93bdb6b7ca2e63756c987aa7c4fb67d4174d997c7d806",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xae45b194697a32d4030803db482ebf5526d46bc193a19a2e6bae4f111cacbc90",
          "commitment_y": "0xec404a312d6a33f463cb56276fac884638ab5072d3f4a80d4e1c83ffd5d14f8f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xadc3d3becaf351a347c76695622672edaef65465f9ec0b2ed07ef6fbb8218b8",
          "commitment_y": "0x6dfdf769a068716eefc38c026ba13b90b4a8d6f361baed951777d89988e78007",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xdd960026cfaf9b50cab6629838cf467861feeb416ba718bb2eaec5bc050f0d48",
          "commitment_y": "0xe1c6e8c8cd66d030e8c0dd0694004621176ae59c95429ddba73743118661b29d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x412bfa9bc26d1a447acc1900692f85a9921b9fc7fb2796db2f1bb81c37d21e83",
          "commitment_y": "0x75b976d1e38678e34dad1559fdfb87b627018e218ea64afd5474322f66360711",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "d0ce0825760dc556723482ff8483c5408a636be8cec2e37d11bc47a6c5c4c195",
      "temporal_anchor": {
        "anchor_hash": "7d19bc4c4e4f5a6ef9361189a67488773ac556558a940b1354d392245f014cb8",
        "chain_height": 523814,
        "epoch": 1791180011,
        "previous_anchor": "fdb30e7edfa3f24dae886cb10a510faa3c338b149f4851babd7be5f69ce06c73"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:03.096458+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-cdb72239f36f0acf02903e47",
      "version": "1.0.0",
      "model_id": "speechbrain/lang-id-voxlingua107-ecapa",
      "observation_timestamp": "2026-10-05T03:02:33.224918+00:00",
      "observation_epoch": 1791169353,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x43e5440c4c72dd0d5175a32411e0ecdf22522e6131a92cee16b6d4502edeb805",
          "commitment_y": "0xd448b76f0573bfe16290cb9a524da877a5317143e21dfb0f127c60cfbba40abb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x550dd8bce5e8f39103122cd58689db6789dafb3ba7a82af90f808a4cdb092716",
          "commitment_y": "0xc89078fe83856c32f723015442aaf8796a47596d63de43240578f39e498e721a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x9369cf0702012221671376538e35883459300bf4f0cfbe95e48160c3093d9b45",
          "commitment_y": "0x8692f11598cc7bf05d2473169f1e187030e11302f798ebdef895653be3596277",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4d72e09565d7e4a516c23c340664d04984d9ee01ea7653923c711cdfdc672d70",
          "commitment_y": "0x4a4a89eee0263415b0d6b950ad07b20d4bad54df3046c6ad69717b44266964c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6fb051977cea8e7c64cd29f2553a8e319688bc17045bf1db2c94f10f18959b30",
          "commitment_y": "0xa6a4a91570b7f1840cec5dcb22d343bce70022ff29ee5484f6e551eb2c547ac8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb81e582d34e788c2db6f3b4a3e34ff2a015ca4be24318140030f4d6779968ee5",
          "commitment_y": "0x4626d2a96286b97afe51e37843c66922d2d7a067271154df8780b48e4126f7f4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xe1ce0730058f1d0b499faf9730d8a74edfc5906808a9c79d2eb5a47ca6144dea",
          "commitment_y": "0x69749b766e683c23d4f27a04ced9754c7d0eab9e2db37edcd44cf0ec54408612",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7856fea440db1bb5361953ebc905f08afbb40bdd6bef119282cb937f6c988154",
          "commitment_y": "0x76fbfd82778dba480c89b95d7d5f1aaccc356e932c4389a36023b8767f9ed706",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xe0c4f458beb3352a7019cf52dce14783fd5e0d1bc249626cce27adb540e5c564",
          "commitment_y": "0x92129331caee2fc3b38f39909abc129a535b9879ed1c27cb416ec01ac2750a42",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3e20d154fa76243e19afadf264ab993ef0fa44c70eb0275042f007173b58435e",
          "commitment_y": "0x64c014971e69c556c511b0171ac59ecca7fb085392ac4e0ad68a7f6009580b6c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xa3ef5f589b359547c24536037d7196a97f57bbd7339c6faf0548237b671a7f3a",
          "commitment_y": "0xbb80f2ffa209e8e6d6b47704c6be1827092ae7dd35568a1eb39e0aa8fe192471",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdaba009023988711b9b632795fc08473b1606a81dceb3fa85f99cd7310a0a935",
          "commitment_y": "0x591f0253d99d77b70dbaf92fc241d6acdf7cebee487d7950f9e5ca224f7bd1bf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2d3ecf1adf5afd38e846adb38c29c055c8913b2963a3463e14e0fd92bfdda1bf",
          "commitment_y": "0x71136711690a982684ec5900b1b06cd29961c9e6fc74f31887ed0fa2eec7e758",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5a549f58575b766fdf9a2c27dab7277fe9e8ed2cc36a75ddcc648a8e320b7e6c",
          "commitment_y": "0xfa8c062111eaa641ad2bbc9c01a107bd9dec9d7b3079c50b376c2ecd416eec85",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x8abff5cf2640518a34974f901057ef51c6a86ddf2e03a5fb91881d5ccdfca265",
          "commitment_y": "0xbeea6b2bb6fff6f1bf5bd9adef4a864b049f1d16dbc5b65844d7139dab2f5399",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xc7318d8ab316327806ed9317e74d0ec14117c724575918d08db4c7507e0eb0a1",
          "commitment_y": "0xfa1cef206cf461d2911e3b765bdf48ba23e7e6a97dc7c9f1d8519b86b1381c26",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x575ca22580a0b3e5187c1722cd73bea80fb88ac07a919c345ce33d6ccef511ab",
          "commitment_y": "0x2d99564748007a0ef7206dcda6aea18251722e94cea04086cebb7764435b05f4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x559c0352f672df29ff1655e7f528a27e0c5489c8e177b0e18b7704b41d3dd270",
          "commitment_y": "0x6c30a45a2e3135d7c4d12bdc4c57369a7155af7799f03d5a6f33efa2e439e5f9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xccccf63b99f572363af44ff39626fdf14f2ab01dbc56d7be5b379c4cbecada78",
          "commitment_y": "0x4042603c7ea1d467395c2136e5459b241606c3698910768c5ef7eca0c8008a97",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x58d9b101d4da84ab038d93050c7aa4457fb5d9bd62e38c6189725fea000352ab",
          "commitment_y": "0x47a9cd2d52d100230b62c6732a4848908a13f2f62b9a052f8858f101f648a980",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 9,
      "present_count": 11,
      "highest_severity": "CRITICAL",
      "merkle_root": "9fff41004437c16c807b8bc5cfd184871bf135d50cdcf7d6fd4e568423b4bfb5",
      "temporal_anchor": {
        "anchor_hash": "0707a067e343b0b3838e11cb38eb4b5601a49f09aa1901f311daf746a5da471e",
        "chain_height": 523561,
        "epoch": 1791169353,
        "previous_anchor": "373ca6ff60ce2accbb8c32d401c24ebe66aa001d03e5ac2503f31d56281cef68"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Art. 22",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 7,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:11.270250+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-72b0f18a243b4feefea3769e",
      "version": "1.0.0",
      "model_id": "amazon/chronos-bolt-base",
      "observation_timestamp": "2026-10-05T02:00:39.426122+00:00",
      "observation_epoch": 1791165639,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5665227b1bca7339a441512ea7db295d40e2645b8ffe7200eda974510d1ed39",
          "commitment_y": "0xaac36e8d2092446cc6cc1e5f5b290e7b3705e0bd1718723240cb46550056e203",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x213ac8d220ad3f92c4057e3631fc806b2407c8cc299edb85551ca793e66fe85d",
          "commitment_y": "0x7db8c3162742f2d5885f1f84d8d193131e7a5a89f3f2527bb887b521719bc4a2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xafb24470d34a49f921a6275e8386ec17ca18b63ddc8c71b09e038f50338adc3b",
          "commitment_y": "0x48d536348329c9c2477485685597d551928a17d056fd53efcdb9fbc25d27831f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa43fd29e19f9b4cc604fc76391af47d89a703a88b8ab8c6121e385fc384700ec",
          "commitment_y": "0xf367c0ef67d8d72131c85b581adbf713a6574dcb360754973290c7b36314e975",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x548acf72a58abddbc4a0a50ccfc56f5b5f1fe7ca7ac7db1f86d36fa451dae094",
          "commitment_y": "0xd57d3a9683d65aed313b36938a16125ac4c06610f89dd49f6c67b458b9e4a18d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe4e1837a50a3a9441617de86fcda535677e5eaffc674fc0c5773855699eece65",
          "commitment_y": "0xd5a45ce4984130f56edacdecaad2af15ed61529b0bc5e63cceb059acd33dc9dd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x88a2349722bf38610feac73ace6f6242296513e2dcd071143fe6d9fb6c1f89e5",
          "commitment_y": "0x2461cbe08849f1b923815a39db678d0c3443b5b3b852d71bf1f2f2c796c26997",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9f3c2a40c6fe2767f5f6abc65ad43d28db2944d8c7cb38f663bcb31074122fa0",
          "commitment_y": "0x545af17d8bb2218b9ded2fcd158f10af11bf9cbb7eed4d97bfd3e13c688b6999",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x97e3fe7795428cdb937e535d7564c5fd0db623577beb531f565b5d97db06e380",
          "commitment_y": "0xa568bfa6465ac84f79822b9ee3cf9b9df3b77aa3101bd10e21bbbe2f3ff5916e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x59ec29054558d95177d89446f765ce653f39d689cea4b03e2160c12bae303e30",
          "commitment_y": "0xfdc57ddb4b010d23bd74e587e21267168910e7601786500d29c1247d48b43ebd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x142a4ccc31204e332c824aa5162a4ad1ef0b49d8806beb0d9bf89aed75e6f8d6",
          "commitment_y": "0x8682235b2ca3d206a363439cacae732deacedec35466d1238e86df1d8b5b3926",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe1a1034bcf1b52f627851b11237d5db36926c4cb6ef4d1cab1d895a0a52fc484",
          "commitment_y": "0xd3744e41561eb4fb89e93a378a58cf8205c70d565f5983e5c7828e9fafde1697",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xab32647fb62412da0cee1b564c0b2da384da65a284a812b7ea74b3ad5fa6ef28",
          "commitment_y": "0xb79a3cadee8bec6c9fbcbaa19cd35c4e8b379ee268b3ff85e55dfba463a56228",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xec8dc9a6d64caed3a265bcd1bb2c6fbe7e8c8953ad59e823cb8ba285f86849a4",
          "commitment_y": "0xfcc86fec921ebb6af6e63ace2151b6edfeae66d52cb1b59d67e5f285d1960718",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd08498d07533c21290d368b3271af959f46e8ff88165fd88a0c0ae5b9580c0f",
          "commitment_y": "0x227c0e42a2e8001b5abe3a44c213136144088d293bb7f3aae29d1fd2510c6f79",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x3b7b1bbb3fb7869e07c17c429665827ed5d26eb5f598af40c6b823c1cda7f2c9",
          "commitment_y": "0x540e62500c036c3c033394de3c7db3dd715fefa7c2987be14abc46b622f5c9c1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe55f3a41a30d935e04471c7cc53d05989d5d54f9b48b383a8faf0bb9ec05852b",
          "commitment_y": "0xe4fd507fc853196f13cee999fa62b79f27440d0938b657ec110465b0b487824b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x9bbfd7a2768832a841057eb144cf058d73323bf5d8ddf5f2b3b325357034829e",
          "commitment_y": "0xcf89dc26ebfcba59541250a7a76b9ce4b88aa451a1f3603c6e2c353344fad12a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd89110d439ba5ba9b227fd9b4350a1be816585ac2d0210ba0353091feadfdcf2",
          "commitment_y": "0x74c1df14444d1fb95b3afc711a24b41a187632db38292eee1a76d281788d406f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2f5c23d4ae96a2666c9c1617f621a60b94b4c98de133b08c377b901359bf0051",
          "commitment_y": "0xcb67fa78d24ec99970f7345302aba58e401f16ef2fdf4cdb3584a70ccccb2f1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "223bbf7f7d1c7365fc8d95e0ceea7461f88d5cfa3e5c80f495457d41f3696f74",
      "temporal_anchor": {
        "anchor_hash": "9e7d1f835c220c3ebb54a2b7c90ce5f304b3e76444874e922270fedb64f6efe9",
        "chain_height": 523377,
        "epoch": 1791165639,
        "previous_anchor": "31b439b198318c8bfcf3002923872082c604f89feecfc9b21af83cc401525598"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.625868+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-d0778a97b122c54f9a196f01",
      "version": "1.0.0",
      "model_id": "google/electra-base-discriminator",
      "observation_timestamp": "2026-10-05T01:02:25.057646+00:00",
      "observation_epoch": 1791162145,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xece8626c1bac2de59fbdd77d197a707a1f5a1e5c382e96bf2c14775849fe66b7",
          "commitment_y": "0x30411b38c85e2a4cf06788c23608d2b10252521da2a7784dc89ec13ea5aac77c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x63cf0fdbaf8e261df093cc212fc059232c462545d1187ffc48adf2b61a8e553",
          "commitment_y": "0x27588e02d97a00f3ea7cbfbd9f7815aa0953ee47483abde37d435d9c951ef379",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3b77b0c6d908ab984383e1cece11bffa3ac1348244fd8492a778c25726f37996",
          "commitment_y": "0x8f7c29b718e620e9b4e8969d812f507d66d360bda2efce238cf367ae2c7d5804",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x45672dc76758894f4ca85c1cca7928ab0172eedfb715c3565710674b53fcd8f8",
          "commitment_y": "0xf99398dc021751217a1367b733f1c1bfdfe99271de3816eade5746e8866eabe0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfcf71dccb0d37a4a89c9b8f2ee8c83f754bd10ba911d8c0916cf16d28bbfad61",
          "commitment_y": "0x8ec82b08dd5b12637a428d2d86e2993fea1fdb7d6a819d4b61d36051f3294146",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe553d63fe9b8939348999432adb92bdb30e7b0bda8f885571858a78e3589cef2",
          "commitment_y": "0xf8b7982f3ec7b4fd02cb6f10643fc5f23ca2cddc8febdb8abeb7a30815e3b1c0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xfa89a83f03c0e6061e04b72e614b43009a2e5f3cd8b8adc93c5ba3a55b104199",
          "commitment_y": "0xeeb22be565187f40c85b2022b96e968fd03b2b893a78bb3389888b86620856dc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7fa739fcd7b8416699cdaf3492a8c061f4fbaf742082367c400d4665858fb17e",
          "commitment_y": "0xc2e6250e359261d454e9446b3313a5bb0bcc57ddce6ac5fa29abc5e867f11944",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xd99648236f4119fe06d08001e52647b3765c49036fd1ff3a51fbb8dba7e5a1d2",
          "commitment_y": "0x2a8ee48738acd82d80de54d2b5253e67254c75febc5a9ad6f6af87fdd6d28ac6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1ddee5d4a7347408cb028713c56f0d295ee8b3009e3063ea518254d2ba9db31",
          "commitment_y": "0xc01be86188e9c184cae316d0ed94edcb07232491f96dc43fb6af313ae3f259df",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xf1f9128e4a2bddc2eae441bb7723052706095df7c7fddcd01520bd909ced8b65",
          "commitment_y": "0x8453c13c93b62456caec5edcc36daa7ff707166ddd92f1a37fd63e2cf1a5f5d6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x72d77e1193266e5a5e3c7c3ef3cc58ddc297b297b22fe7f375eab15ab7cba273",
          "commitment_y": "0xd6b878c485f9a47b4157ac75c0d3143ab2b0579d93d288ff514b08b03ccbd62d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb5ce60d4fd49bfc931ae2a11f1f5e415c756f787ed1c93800b42b3078d868802",
          "commitment_y": "0x23e1481762390b57669d005186e80a0e5ca3c574449edf1f76168120b4fc06c0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7d5f0867ada87f402435347e70416f06595ee51210033042f5e96c3b503932e4",
          "commitment_y": "0x6cf3d91d3d00b68c56add58d37fb0e4c0a6820a352eaf180c8df2741158380b5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x794a740efeea0c8a68dd310d4218cb6e7dd2c1e2522b8f016d40c55bb7124f8",
          "commitment_y": "0x5ba9b142471612d61c7601ca8ca2a38afb26603e18cff2708d3e4c6cdeef8265",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x218a5d1c375410f1e237291e7078ff4bf6cd8ec5882b73d3653d16029e441160",
          "commitment_y": "0x41ed4b338bae037e960d7bb1a707833996872057f6db626d99e491faab530eda",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd82572bb04b2b899eee9bacf4cfca8c108314ba1b1ed8fb0dce1f2b183eee091",
          "commitment_y": "0xa595202f15e3a2d28699c4c82f2683e90746535bddcc811ce8a66e6ee6576ad4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x81e44f1c90a5a6b5fa3b8f17d7f1ce373c188a968f912d554e3f0fee07eb1058",
          "commitment_y": "0x8b89ed138d59e243cf3a0cade090ccbe9f686536311b7d12bfaf68572c1ae8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2ef6161ee3be1f0ddd45a60ed04d0662641e446c9f333a98f8f30ada4a5fd47",
          "commitment_y": "0xf6474fe074ad7200600543fd1ee4c19c7b32a41700eb6ad65214b5ec7b0ac73a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9bb8ae4921369d50bda8e850563a5a5ff8af09a13ff80e4a87d9fa30dfafb33f",
          "commitment_y": "0x1cf5b2d660a9c14b5b623033e4228b0cf229dc466ced8a32bec7a2ce7f4a309b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "d843a4942f1f2e028798945476547208a21ab3fa13a4d688ee352e17f3a517d1",
      "temporal_anchor": {
        "anchor_hash": "c687ac823e1b654ed85acb1f4904a934023b1039a883516ff7cafa6e1c5c86fd",
        "chain_height": 523334,
        "epoch": 1791162145,
        "previous_anchor": "5057145013c5a07f62c546521d47dda66ea47119e217154761736330c109a18d"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.639314+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-113e7d35a3e05e8d074531b9",
      "version": "1.0.0",
      "model_id": "autogluon/chronos-bolt-base",
      "observation_timestamp": "2026-10-05T01:01:18.802370+00:00",
      "observation_epoch": 1791162078,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf501344db00c17f18be9e183ce56ebd6833b445936e972770a3f53ad76a4d486",
          "commitment_y": "0x46cffde960f4fb4eaf7943418ed63d72e89fa76f86634a1b89bc3554fa4a446c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x31fd44f99f86387bd17e71ab22d1ba2fdba12aa5514e2717f33292952e29f80e",
          "commitment_y": "0xbab10ad740ea900e5e1037da8ffd1796e0d2e3bf098ad07e3ea236a576887d79",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc5578d8430f92f0079f13d194129230fc727b8bb410a29701fcb0fba3cc35eff",
          "commitment_y": "0x2f02505be132acdbdd4c6d33b05e372d3b73d992ae010d7d77b762cabaa9040d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8dbd4ee8f709b2ebe14cba50399f6df07261185cc6d67197e663a5f3a87de997",
          "commitment_y": "0xbdf3aaccc05386be6fe124b4c87342510bf2e0031fc5fd2b4ea1adf8031bf0b8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x619f911783ff2421b439109872237fde778efe34dbe4e0db05088887038ea006",
          "commitment_y": "0x8f9904120e936394b1dfa1b33f42f4b73af8b6a79b7d00552ff929afe07e177f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf8aeb721cd9e628530d7497a51855f0579ebda5b0c2f88e9a8a589f79f446e34",
          "commitment_y": "0xc8e26730247d870a52110907ef03c1fde4f39495a4ee12265846ae4173c8bf6e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x7f1ae283a2b1c674d3237d5c10f1c40fc9c4b9743f513dd7249bc2aac980a218",
          "commitment_y": "0xe7d554400786bc62c93576a9f0588a2b03cb3a5f46b2ac07691b235128e1a89a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7b10e9d3ee32806a43fa69140e7ac3eac20057452913d398eef380acf1b602dd",
          "commitment_y": "0xdb58c4fe8db7f2880541592e290f7c41b3aa5fd98eae8223443fe26a3cafad9b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xaebbd3e7a3e8015e488e48cc09b34afc551a87380e874e1c437cd620131b86dc",
          "commitment_y": "0x10e47833bac324f95771ce2a299a69f6ce5a5494cc25aa55075531f49116744e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb65592ea61eb5eeebb551f54cc8fc4e9a32282fd7eb68e20f1fb5f83cb46fba8",
          "commitment_y": "0x34813f6a7b471ac4d1b2ec3b49c4c30dfcdb34f10eb363000bf4dd875d27c01c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xed5595011669a6b3b0aa80ec6f96548bb1cb36c2087759597276586ba0f15020",
          "commitment_y": "0x90a0dde1901fb13389ca1bf1c0c254021920dc6a141fdb4168d013fde3b25f11",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x81e77a60a74a9a9bd4ebc6227cc66da5674df9531bd76b4555de073f6592a14a",
          "commitment_y": "0xa22aadfa1f978ffd4878009f830a956bf0d8bf750e6a5da51dbf1e27abf7618d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3a8c5e8a1160704c85a0476877bd28b4b4050a294bccd812620b5b6f71e65ba6",
          "commitment_y": "0x744c05d2ed31252f198e5be01f051d64d86f75257976e1ec8841080b3446313a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xae8834d4ce6341479e5bcb092b75dad29ee45b0838fcdeaa8f4ad54ac23e0272",
          "commitment_y": "0x6d591d50566e59625ff28500c4693e804d249d0f68fa74b68be612b2f9a38c2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1064315ace065fddbea8e040545d556fa826fc1eb434dda85f9f0be8bc0e4d83",
          "commitment_y": "0xe596004b269fddb79bb94927730a534d9df9ecb1cd69d83cddc185a343eec6f7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x9a005b982c0d4ba051e7471e44178c54a91a3baf29d11c9b52998d7548d3121c",
          "commitment_y": "0x3698c21891b38b567581b0446bb7b98b3f1eb8001ffc4cd36708b6a7b0d5449",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5359b0888d16a2465bedbb2847742df299dbe72d4516a89939655719b7ea4e85",
          "commitment_y": "0x8f7847c66fad10333d884aa6718e49fb996698265ffbc7ee474fc97aabcd6eb7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb72437557a6c6a8119f3ec7fc2e843c9aae4d0cb5391279936b9c8be1b6361df",
          "commitment_y": "0x336c078a1b2a04584fea68f57592a1ecae39980fbc6add2416dbd8de397561f5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc9d01e4974e8223228fe42569e00d0d2e566eb0ace4a2da6d19a27729e0993d8",
          "commitment_y": "0x2deff8226d1477a8cc0ee009c0642840cc1602c30f1723daf945cc307f9f975a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x46282963e0f2c097f237516c1fb0485a629f58f3612e18f39666a2899b4ae5b5",
          "commitment_y": "0x9aed355bf2f6d44ea231cd515b313a71a7c899a7b1c06de0adfc22aac33ff736",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "194a99c623de6303aa604fa1918129e410095c44f1e9a89192c224a906735ba9",
      "temporal_anchor": {
        "anchor_hash": "d1e326a10f7c66fe71cb2484c7470cca720a99aa2d869a80049ccb3294b85de8",
        "chain_height": 523291,
        "epoch": 1791162078,
        "previous_anchor": "794f547f7c2504f2968f937910d368cf7321089b3bac883422e5db74202ef9bd"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.986274+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-47ab23b60fc730e565e14725",
      "version": "1.0.0",
      "model_id": "facebook/musicgen-medium",
      "observation_timestamp": "2026-10-05T01:00:37.718994+00:00",
      "observation_epoch": 1791162037,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa8cb266f14aae4a1677a79adcc95267b2fbf0a6a9d77f30f83775603679fc22d",
          "commitment_y": "0xab544bf1dd838c67bd75524a649acbeb2bddcc1277be78184387762ca07011e8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa0d9dcf43c1585d48494da7bc39828414790cbef86223b01a951d6145fc46a13",
          "commitment_y": "0xedd80958f4bc0358956e9b577a19eb07a9984e757909a522d9bdba65e56b7bd2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x18ef76bdd279002f5db1db683635235f17d5a31ec2a2abccdcff94ec49142a77",
          "commitment_y": "0xb2c7d3d5adbeea5d71f06cabebcdd2e4fad58dc815b241ed691fc2f09dc7c5ba",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe8f724106b360f2dac86e38101147d720a7c25ba3255f6d472b5b370c7eddae4",
          "commitment_y": "0xa2498963cfedd05531a46c468110eb033c0951108f136da2b1198a1c84a3a39d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd8297cc20880026b50db1010cb1e1eaea10a37f983e75cf0878ad52cf61220d7",
          "commitment_y": "0x80d1efad2de90f37cd4e27f97513fd00068927e3fd1c7556b0f96a18f136a7ab",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xfadaf38aa016760cf1e8c1ff39f85655a172906065b1974a9ef262d460756b25",
          "commitment_y": "0xd9797aff99f4fb9ff6d2928fa379486d345b87bdba43747b02b4b94a90e57455",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xa379c2d4bc36e21f9839db97a3f2ad9fa28a18de149aa731a4ac106b5ec332f4",
          "commitment_y": "0x12aab15581d07fd523089ca525ea21231dc3b44a4c461cd4a97edf106f7a859b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x42f743c62177cdb70bcaa87ed722828dd15f6fac04776cb6aaec95b4483ab0ec",
          "commitment_y": "0x222683f7d4ef22054f90fd611f5f607ea4b3334d4fcaf449e73bbb1472d6d183",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x92281b80fc36015ce540881753ba465e12aa62436ca2223d24ec2eb0d2357278",
          "commitment_y": "0x5d92ba7b777c58e4c7fd2346663b66313418327cddd43de700bb778c1e376560",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xaeee8d6aeff5ac018ed617df3ea931cefd4e654f0c3b0234e7f6ccaed1ae33af",
          "commitment_y": "0x97cc320d60d96de79b363a847a1cc5af71a21dd6457531e536fc82977cff65e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x7951b2505cd522d838a6378c7972a5a7e042ae43fe7b923d33ce2678ece6b090",
          "commitment_y": "0xa3016271e63aad78cff7e513295f6f3708663dd684ee33fd8a676326985526a4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc634413d6f3fa4c70f8f65995af216b2e41de6f76abe91d77d1e5ed091230efd",
          "commitment_y": "0x51d6da5588bd2cb4259b28d4f4418e344824e94921df41db5f551bc35df3ce8f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xf0c71c208bc62c70817377f261967572cd3d220a4352e16519a7cec4e7b92c53",
          "commitment_y": "0xa593cabecda93d6a77838f38c483c4d99c5ebd36c5e2a29ba1ab1b547b322d7f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6eda033dd1b95aaab6de83a9e07b4db3e3b7511c9211c497cbe0d594ddf51a6c",
          "commitment_y": "0xbb1e42caaaf14c04797cab50405d0fd244d3a5349882869a64dcbdd47d8112f4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x638b280b95982ed9565720aa2e282ff65d8041ad3eaf301a34ed23341ac2a760",
          "commitment_y": "0x184bfa720bb275d28c90b72d045b7afcd8739a523c80a9049a78a58000649469",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x938a5e84ff1261b28a22cdce1714ee06409da135eb964ac1244098ec7fc3870e",
          "commitment_y": "0x3eaea3d8d7a57eda92712c036edc2b5e2e8e75c0d50aec147893a19a104e1b95",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc40c6ee49a53168c43baf08ce9d8f854a5643dace310e9f46578c6e8fc1a5ed3",
          "commitment_y": "0xb96b9231725cc7a21f04cd1b546fe3c79e1936a4ad68f7bad49af8db55b79b92",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x98292cbb18ae70d85c5b85934aeb44d5d91a8d1647ac4e865311cb169419b8a9",
          "commitment_y": "0xf152a03d167ac2c1da4ea90e70981f8c9e8f850fdb7c1bcdaad155c543fb12b6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc705a21ec27c77f65e29299f7590b69e70299a066bc34beb7f500605cc928631",
          "commitment_y": "0xf228415eb39e2cce452cb2946dd479447f8671ab8de46f205a8cb6c9b5e32b2e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbc109fc5f5c3d3ee79208549135131e0519c6b1f208d242efa62be7b8af534c8",
          "commitment_y": "0xf44ca359cb2e3c55eef453e5204383e6059bee285db5bb1383dbdcdb215ddff7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 10,
      "present_count": 10,
      "highest_severity": "CRITICAL",
      "merkle_root": "53dc9f8f6166f9b526363167951c6cb347b4c3a9089dba1785eb9f439c0aeb1f",
      "temporal_anchor": {
        "anchor_hash": "5157f7b38de87c762c849112aeccaebb88785a71caba7282ab567e639edebaf7",
        "chain_height": 523265,
        "epoch": 1791162037,
        "previous_anchor": "124355a1ec0a76f00e1177f8e77e2f563d4e1c5158785af5bf60d35fbff7326e"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 10,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.347780+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-84b6dc252523f0e611ad75ea",
      "version": "1.0.0",
      "model_id": "intfloat/e5-large-v2",
      "observation_timestamp": "2026-10-04T21:01:17.825070+00:00",
      "observation_epoch": 1791147677,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x548d5fab30b0b07e31e59a657281c7db37c94c4c26f1cbc0932c224d8398b9b8",
          "commitment_y": "0x7127e7d62fae02d2c9240220ed882fda53baedb61cfba782673839a0ef894eab",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd4a37dace178a258f52103cbb757d858d746ff148b154eb2c03003372bad90cd",
          "commitment_y": "0x3a8afcd7649a7bc1d3a5490a7679929211961420ce75ba12bdefd14011ba1226",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x65ab4f0dbdb720d9ecb3d5b088a7269365d59f6845de1574cdeaea9c565b15a9",
          "commitment_y": "0x86078e131bc0972ae6d33bc156f55c02d8f5ec282a56966c906f1e2348748f3a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xec0cd0fb1f4891ab09af49fef12c8a38fe1553b8dfa57cbe5685fe0712a80710",
          "commitment_y": "0x9602db00a4479e17bab0aed1b85faf51b855724ff85934c73a456cbae5be4d44",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x242e8e024e205a7df68bee5db3795230bc1fb29c6455b59ee1534ec28e7cb57d",
          "commitment_y": "0x99e787dd3dd5e060888a81543a3b681296e33e452c4f37f349de1abd14eae1b0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb9cf5dfaf748be2df535699c43e394534de081b416de34a62217ce4820055c9d",
          "commitment_y": "0xec7b2f82e05affb001b188ff3b0872e68bc06818d6d183c6e37ce8d624c0b077",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x806bd2b34e4109167d883bc7658de79182c7d17ed6c3f69df0f337d9290f9fba",
          "commitment_y": "0xa5bc6c7d6feb3281d5c2c42d21c9673d1c881498268d6b6c20d90a6db3698f39",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x44f078ad9c8e37c4d05b58f1fdcae9199f704953e0de177f173cdfa26666c32f",
          "commitment_y": "0xce9dfb9ec19f5446958e38fc9f5e9c337907fd2925ea5ac429a171c59b5801ca",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xd2cbda42050167f975c70ad52261bddfb8d5ac8da07a622aba8ae334dc69b0b2",
          "commitment_y": "0xd55b3ae6104d7ff9fe71d452d46f98581d91794f5b261f58f5b6841eadd730dc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe98c96bd9149c42607464872163f276a45bfe6c7ddea526243bb7f7fe36e3906",
          "commitment_y": "0x4cda56d43b31f36f287190fd0cbaa0495e31aa59e2fa9325fe35c656cfd73c07",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xcb728e36f15692e85e53859ebbf94ad3934249bc1bb761efe0e7f26abd844bd9",
          "commitment_y": "0xa943c31547fa1dc034684c3c7887438d8909c13108b137fc716d4014a7faf2c2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4923f5f68a5e5b593929a7961bdc071e4679eb479fc1fa9384fd9f0e42aa8dd8",
          "commitment_y": "0x72aa9bb8d53e6cfd492298e0a56c86c056257d8663dd1f19b98f6b3b832b51e7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x65885efd178fb5fe26d64be7d47370ec8c0bbe8d56ac89aa0076587626ecb611",
          "commitment_y": "0xf1d1b5e9cf082e0f0180eaadb702326887624da391f06c8e6cb765f9f95b329",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x1b9c90eabf695c26e6034c7adcd0a49727e29c5a75b2519b792c84b7fa2b2823",
          "commitment_y": "0x62cb33016af4dca26db55caf16e0a96ba1cd550bb59a0ad03f259fcaf5168945",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xfcd50f32fe369ff4d95cfc199c127abdbe51cfdd504b9da029bae0877cc45fb7",
          "commitment_y": "0x3bde31ace2952e29551f669b0e054e840b82375ba850480e6b58a5fb5b95d126",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x3c19843179138791bf04acad3c56d913aaae6f43eced23b0d1d455c16d5ecc40",
          "commitment_y": "0x28b5223e1670a3de04e034c8fa3bb960e36f2f00f93a5aa9cfe96fdc083077fd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1824012308a148dd60a2b961d787820fcebc86c795039c49d3888292dd3b2e86",
          "commitment_y": "0x76df3bdab49da54cc3ea44e9cb0c211e5fd20ececa5dbe817883af197f70b6b5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe7c5c7c08229c1a82367809eaa3148b33967a150df23f1f5bf4cf7efe3b43b7d",
          "commitment_y": "0x390df5e578759a625c7a18e5c8b2509fde078e536f3afcf2aecc612d9f60a188",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5590c91a40bbd6bfc803b82c3a66db75e5e95f188ea7380a1a824eb5b9b5dafc",
          "commitment_y": "0x47d032e646635f7dddef81a91cc7de69bd0eff92fd99c8f98023f417204e39ef",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfebad48176df5b2c4d988399f0d2bf37b143057f6b13da7f87a834a4059f0963",
          "commitment_y": "0xdbee3a62a5c00352fa91afaef4278391e54e56e31c23a6061629f89ec86eb9bd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 11,
      "present_count": 9,
      "highest_severity": "CRITICAL",
      "merkle_root": "3784afdf0488aede405cf6536f34ffc0cd37866e5a455a64ff8c03d1a0795a28",
      "temporal_anchor": {
        "anchor_hash": "361ec45f96ccaa9dc1836226b9590edd37dd52e96e70e0569a8613dfcc657f07",
        "chain_height": 522831,
        "epoch": 1791147677,
        "previous_anchor": "fa8ce6f4a6b1ac4458155848afa168aa6b7a6611b167dcfe0468e5adf04f9908"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 11,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.237550+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-e4040344a21b1290120e5d64",
      "version": "1.0.0",
      "model_id": "google-t5/t5-base",
      "observation_timestamp": "2026-10-04T19:02:44.522044+00:00",
      "observation_epoch": 1791140564,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfb7f8e7bce36e1cabf7a0d7c365efbf37b4c9d2620de8b23604006e86cf53258",
          "commitment_y": "0xdaeab10df695a9aad12d04262f40d589131718f76d5f15f3908a439afb686d27",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb9866e14f7ab6ed407205a8af2c0f5aebfac7ca29bf953515e3535c1e3394634",
          "commitment_y": "0xcbf70db70467dee1a25c72d1ada5917b2cb5d0f8021cafc90cbd8bf92cc532ac",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x184c0a7e5c3d536fbd53027c54cf0435df1b0456381435c2015b35fe5c77db15",
          "commitment_y": "0x79bb023c9fbe49d86c3de6129183877787e7dfd4e87dd8662c98510b798a126e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbc2f3f02b4dd7de01724b259bdda617928dd3c0e7400353b29afb3bfebf1ffb8",
          "commitment_y": "0x57c83bb4c1a3f471ded84d2a090408512804b480a4fb256d62ac0d935fef5b6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x363df562810f30bc09905e51bf929ba8f11936af5e04ce58fc0743d31e00d99c",
          "commitment_y": "0xc46268afc33c996cde92fd1022f488e209e2f8cce5f9d0208f621d3dc68de3ef",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x1e81fc42a4bda1b6fc7da888f5cb718525a6d084386247b2c661ab4ce2c8c8e5",
          "commitment_y": "0xb56aa48043504b2a35d95b5160bdeee914224058b5d88456ab14731078a8ab02",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xfda9e588877905846fd57918353b57666bf29c3d337bc747b04f76716ce2d6f3",
          "commitment_y": "0x44bf8bf449d8328a4c47f10c2bb9a98a6cf98bf701e4e79d23e302c1f9b7bb83",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x782fe3b5937e945b1f880591195d9c157e3bba178cd9d3c65886fb5a38e80c7b",
          "commitment_y": "0xf076f09fbbfc161f55ba937335b75786868aecd58954c172339d5ed8659f92b2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xe3087710e0857d6bb8ec373489c5e402a3739fbabcc7ff3462383074e2021fa8",
          "commitment_y": "0xb12feda64fb84c0291f8367bf5ec721ef060968c0133d6c05eaf367d1c61f579",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbdb7b08519746eabd6b00944a0d058a6e360119bbedf6232e69b151c43519617",
          "commitment_y": "0xf7eed01f2d1a6b35efba6f83565de2bb559e555ebdf3c3eb12cbc6d859c9dc51",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x645e54dfe7f1cee7d38e07c25c519727153a226ab10dcfd7d2eebf68c0e3e2ee",
          "commitment_y": "0x5a993029e1eb66d25973d5ae70bce4fcc624db0f4d3559872d82cbb2557047e5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf3a63092f4f22bbdde94cb89450edb0e472654367cf5886804470f3594cd7cb8",
          "commitment_y": "0xb2c8609a3dfa43d687aaac095ba659bf630c965cc039da014d02f6ee404cca4d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xb831151686c91b536bd0f140fa2bf05cf97c9a7ff6d0f3e2fb030a67b2ba7156",
          "commitment_y": "0xfcb604ead70c90b6cdaa479189d0e8596c11128f3226ffa7cd687b7e144ffa6b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1aede6c0f1bf9931b60d87ec44711d5f16b860faf3184740cedd86dac8141887",
          "commitment_y": "0x2409844b425917edbacd1f5b0e48814a95f993ffa28d4dcc408383a690a15c3d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xe0566082728b2c4f3eb94025c0b39ecba16de38c6bbafbf0732b1b9ec4c8f5a4",
          "commitment_y": "0xb3e8cbe44bb2a6e839d473d6064cd0b928650c74d84fe8ee0a0c3bb5117a7a17",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xa1fc9c470bbf158c31a41e7fbe1448db2d80f567677f3e965c274f01dd965c4c",
          "commitment_y": "0xa3d1b05ad178ac23f565636b3ee9c584094907d2320a7e5e496768d81f23e5f2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x76c27ff2a9412620493eb35994e1b25d8e80fc410a7cfc90763950c56e5ab71",
          "commitment_y": "0x7b9f8c33a3fbab8e135e9786b305080c31939d10ff94c654c39eef296b076da7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x4918ef12ec933da5012a42965245cb84e9016d76f5535c9e278d43f278d43f8",
          "commitment_y": "0x6d82138727fc0fdcff6df1ec73f4a1db75411006d3a77b9ea90159e1bfa1f34a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x80c17cbc8d00ea2f7b9460089748c041aaaa2d3c75fbc78f34f7e30dba40c43d",
          "commitment_y": "0x21b52ca127f4e9d6b35d1578e2ae1563639a272a5087d2dff40b5f65f90ca635",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc131ee53efe831ebbee521a38b1cf233bf7459ba251c2f7f1807ad1c678d66b1",
          "commitment_y": "0x12c3044fb360f9284091c7bc57a9a0543b09ddf997a9a9ea8659962ab9df8865",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 8,
      "present_count": 12,
      "highest_severity": "CRITICAL",
      "merkle_root": "9fef649cce7441c97e09ad9e4bc0af3984b86139537047d5f2e1194d08ded26b",
      "temporal_anchor": {
        "anchor_hash": "e93e0f4b012f9c60beea229c098b4b4c6d4c428c234f3a560b77e8195fcaeb33",
        "chain_height": 522659,
        "epoch": 1791140564,
        "previous_anchor": "3d8fecf4d5065f228552e45a25901e16a801e931ae1ca00e5fefdee1b5d6e2e6"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 7,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.621266+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-9e8dbfaebc4a62463ff81ce6",
      "version": "1.0.0",
      "model_id": "laion/CLIP-ViT-B-32-laion2B-s34B-b79K",
      "observation_timestamp": "2026-10-04T08:02:07.052034+00:00",
      "observation_epoch": 1791100927,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x76021ac8350d3df7707f6590bdf28b20b6bfb5e4ed447f7b7970ce384137426",
          "commitment_y": "0xf397957bb4a353325e3c125afc6053693560355f79c26e9d68a2e87526e035e4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x908911a6724e806e0d8bfa8f6c779cc306f9c02b0bb5b13b3db8e23e03f535fc",
          "commitment_y": "0xfe8b5192a125f4bcda1a7a4cc1f907c8a3797370730f3b182f1c7e8f35a56502",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x36add83e6ec7dd66b2857c1e50549ca1c48428a47c3b512d90048fb26499ef6a",
          "commitment_y": "0x6b09fd8ee19af2615914548ef3de1615172fc19f7b8f9406d5e3403fc5f5d7ea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7748b469d601ed849268657d6439066d9ef55f60efc34b768bf7985a7fd1bbc3",
          "commitment_y": "0x26ac5d2cb6d6b56eee9dc62faca351b14bacc851a2c981fe16b3f0a7ec0e4195",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf7efd9ce7e48470bf29a61be6370ae0d8a4f6543fcad5f8d1089aa0a3eb6215",
          "commitment_y": "0xc4ff903f28c95cfb15a2e42856b6c7a559b3da06be52b3c90d5e49bd936f6f5d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x7caeec75973f8244bf6570c935c0ac6d19a1dfef7d646a51cdf0ccd7f3457521",
          "commitment_y": "0x4af28ff88f296b218fcc9786d71bdafca92b6f1bbba351490cda99407919722f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xef97e51a1e1a6f1275daa696aefeef57df73b6f77e633311fdf8805bd6063fa7",
          "commitment_y": "0xcee37d418325916e7ab3e3e1496b628e0b2990032c82e413d5bdc49dfc661850",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6c7e07bfac757cbc9205e7ab1cdb2c362ca3d4192cc1194e2fc8a2b3a8a6ad88",
          "commitment_y": "0xcf765c5b48656cf05c801ec06e4d41f6a0453adf61b7df1a0a4543a1cc6b3904",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x29c80411e1696e7d4d026f6fcf74865b7654e4894642acbc86d154478bf3732",
          "commitment_y": "0xa51a1ec545c7773c2d841ea216c4a9d17091657cc056590feb734669329f715",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x45b6f9c811c48d5f525940dc725737eae3a77e97d5f9c009af853bf470660786",
          "commitment_y": "0x186e228024cbc32d25615d85f1a122152b3cc8d880a4daec4b81ec16fa47fd68",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xd84c49d1eb3d0e4e593bb0fd16723d897991cd39cc40785f636262d89c29977a",
          "commitment_y": "0x733370b515e3d415f344a784555ba8e7842c05cd79a1ce68239884f215f133e5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa41ed27d62b96e9dd6c5986a8a202a909c330cd35efdf65cd56df684766bb594",
          "commitment_y": "0x8c56e67c812c0f364939b80f43f66e7519da6ff3fafe5f5a820db7142d9df2f5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xaf9151b43da6ea5f3889ea067303f1d311907ffeaaf8bd787f80b3dd3c13bc62",
          "commitment_y": "0xd48a10180ae554735cb99f70aa51bb91b3217a6d6ff809f836e792f71cb8ea8d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfa3a8fbe838d4132ab214cfcca8072e0992a3a962a4c3c69f520f37dd657a5b8",
          "commitment_y": "0xbd58e7c7f095339cde00c9f5c2bcc7542aa3828c6c12f005c4e0612cd1751029",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x5198c122b2bd98bf7d0a6fb7198259d45a04aa10874e5def2740911ce2b65e9",
          "commitment_y": "0x782e055c78c7d3c1ab916de776259077e6b4bbd61cca39f9a98562089831407c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xd6497f5e180a648115908c441ac756e31bcf2134b38f88fe82d5b6cfbbe8713f",
          "commitment_y": "0x26964abaf821bb299ece281bafd17ea025953da98ebd1fbc4595759b10d01c71",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc000afef842279be67e469e4364fc1d8d72c7ae50c66f1a8a4f200ec763e24bd",
          "commitment_y": "0x4a5e7a44eb24773f99a5bda544f2ce5b861f197a5ec782c7636edf833e11378d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x5a2d2d3be1eb7da9c3c4b925f798957b87741d5b3af8bbcd50274f6a5e73cc90",
          "commitment_y": "0xf55deab7c799c35e1c6a647bc093bbab08989564e6cf0e7924466862f0e22d07",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xaff33851744c6d2bb01f1c1ff565d5a248f7cf6ddf528a86ad42c077109d5a79",
          "commitment_y": "0xf61860e057ca99e21eabc758fcd022d85db863950ede714d6aacb734eaf2214f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4528a931f64819df0a974bc4d80221fe2300dee6c7392981dca25f18490ffa24",
          "commitment_y": "0xc694b3739b2b496f93fe041b8668cca1a0416b8be09722439e807d8898284aa7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 12,
      "present_count": 8,
      "highest_severity": "CRITICAL",
      "merkle_root": "fae214c2b6b0a836f4379968752c723f3e4d7094045a59e20e4fa14ea7bc1241",
      "temporal_anchor": {
        "anchor_hash": "0f6713026049e40bc0e44212cd1d2b24360e4be180c0ecbb6d7f6bace3d88e88",
        "chain_height": 521381,
        "epoch": 1791100927,
        "previous_anchor": "6c2497c505c0f51d3dbaea980cc4b8ca1610cb000920bca12dd1b41099525924"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 12,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.559301+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-14e49856762fd001adf4c72e",
      "version": "1.0.0",
      "model_id": "intfloat/multilingual-e5-small",
      "observation_timestamp": "2026-10-04T03:00:27.864129+00:00",
      "observation_epoch": 1791082827,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7fa37ccaaf60e4fd202955e828797977ab81d8fcf850969a5b56a12cfd5ccde4",
          "commitment_y": "0xff7723633a10489c1c831db34bfd59c37ace6f679d63f06e21e1c1b71dbd08c9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8eafdb61023fbc39281cb5298104d78afdb3392f9bc548f842324fa3bbf729b9",
          "commitment_y": "0x7cd29941cf501da04cb7507ceab445e621a48a051a8bf3e487bb2acd4fe8ccc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x49f24cd98c5d802af7fb71c7047801ed6edfb5b10f5d4f2bbc7d38fd0c780e82",
          "commitment_y": "0x18189e4686aef81db9dc5b9d26f73dc4dba5fb8edb590d17a2da836032d74757",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa3a873dac65949658924e33928a85fdee8d187d293c6a4b7dc7622f999f3260e",
          "commitment_y": "0x47ae4493395fccfd4739efad1f8c8691e094eab8ec80e4f5c5f7247faf46b90d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1a87746a55455db7ba00820db0d2474f5a5d7d4808aa581a3c5f13db427923ea",
          "commitment_y": "0xe0729eaa4ee9552b7bc1a9d668ca12aeb9b64a603f4c7ec13935d54cc309ecb9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x633349c2c90c0d185650f1280de8dabdd77b651aec58845b6c7d15f5be592279",
          "commitment_y": "0xf641626fdd4f7a29f869b4710ce8b04d28176ca3de4958e2533e70767a7eb8c4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xa274c6271c0a6019ccdca2a42c41bac2e8fb2ddaeb3870a8402b17ef36d5e65d",
          "commitment_y": "0xabfb44ea8ae8145ef9305faaa193b041ac493134bcfcd8009587d7301346a096",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7eb52eb0b7f756337eef28984e89abfc84cd13ce2d7a857b398c96136137e50b",
          "commitment_y": "0x11d049c8f2e286d62f0ecaf8083ff0335a870a852bad38300358e9fe7b9b04ea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xcb15ceda2cf8881e5b4bdcce62e99ddfe798fbc066e04c116760472e9d0b2101",
          "commitment_y": "0x9d623709a5ee6e17e6422e0795ab4eba9e4ba37721393b826e0bdaa5ec9ec05b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4a49ca131bb0da922473d2f3601fc3d3557a1c0e733605dc2a69c0e9edb5c3ee",
          "commitment_y": "0x4d130cf535428291a469f52f61677f30fb0ea63b48ae6ffc695bfd2f7423c52b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x700da30c18a87a86a7007fa5556f0ab8ec946e73e59ad826954268d98bfa3e6",
          "commitment_y": "0xac0b87b15d079d8ebe1b3e09a75c9258d3d9dd164af10c893da59007e746f37e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcc8ade40fff0f1e61e8644db0f61c1c024e6c95981f75447ab27fcc26523618b",
          "commitment_y": "0xfc91fcd0f1cdf81b62a8c12123d63afa73fbfcbb19300200e4b5db826ab11b24",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd65ebc6482589cdd1efac7ad6e5ffaa7026541fd695b1587362ee50253107a10",
          "commitment_y": "0x7e74d92efea3e25575a7fc396156fab519b2e43dd192f35a12534f73d73db08",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x96028b69a2d68c3ca6da2f5704b49294369b05865b94370fd7115e8fc77a146",
          "commitment_y": "0x169874a57b9dd91b4ffe00d8c2d2495c40badf4cea8d582c08b4ecbc95c00473",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x820d5b9c7908e2330db180f1a611d0a20a059366bf00452897651cba6b1daf67",
          "commitment_y": "0x42961862fe63c9195ee6b8ad6dac761e00e90d77c128f6eb02520834b8dc7408",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x38d1ba83885f3a3f891081d78f3288b8fdbecb110f8cee5356cd7e1a58dea571",
          "commitment_y": "0xd9976ca3486c0ba87f5a7b19366f3d014fc0ff76c3fe015d93eeb84144865892",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5049a80e74b5b95aca2b9a0ecb86f4699876e335a082352da9d8fbb7ad847b90",
          "commitment_y": "0x2c104986b7a870190bfc9287fac74df35958a041964e8302f26bdc698ab256e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x12ea916307ea7b9f5d444ae19864b6cf7a24ac5ad518522317d2d8ec927f25a8",
          "commitment_y": "0xf7d00043108313c4401ad2128641c668494d5d20b8072a633975ab317c0b1568",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xfe950928724d7c5d39839ea7cbe2cebab8a8b408766cdbdb0759cd813a9937c6",
          "commitment_y": "0xb8b3b9e9f45d3fa9dfdd931198ea6d8022d12fb9702d5de6eadb705a8a6ad79a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4cc5394cded39f1bb35f9dcea5883e917b832ecbb45689c4c84e6d6150042e70",
          "commitment_y": "0xa691dc9237b0a896d0133bbf77f59f0dc347bc063e7293915278870dd6b4b15d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 10,
      "present_count": 10,
      "highest_severity": "CRITICAL",
      "merkle_root": "643d148a193b7782f05313aacc14dec1894c310bff31fca44c02bd3693c83aa6",
      "temporal_anchor": {
        "anchor_hash": "d598f929bc09b7d396f824717f07108330dfc267c4d05468d827a896dda7553e",
        "chain_height": 519019,
        "epoch": 1791082827,
        "previous_anchor": "8d508c45c1585f4cf9e753f813e8ac1a9f4a7504339f77e82955b4bf908a779b"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 10,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.254573+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-71d91d111f6da362a2db9a7f",
      "version": "1.0.0",
      "model_id": "Qwen/Qwen2-VL-2B-Instruct",
      "observation_timestamp": "2026-10-04T02:53:42.838542+00:00",
      "observation_epoch": 1791082422,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6af870443f4e83128a9392fd13ffcd1fe634f3a8de8ee43bfe98c8ec1c36e4fd",
          "commitment_y": "0x9ada8b7b67645b2eef6ed55d2fcffbcd1be973f76427ffdc37d09c9f81d5e64",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x34f3a522f0d581153282b797213d7da19b398a543c4fd3e47a32fdffa3898757",
          "commitment_y": "0x21c76a2b8d1a4d39b82e963cb5eb51b781fced06014edbe357e50a7817bbe18a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x4fdd968b1992ab212cc8ff5e22e8d44effc67dbdabc20558825d7f33e37c5561",
          "commitment_y": "0xb344e0cf1df6d2407791d5542d9f4a876c6a81a078880ad700565a79c2f2b49e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa9b35e6a0d0397a156f4444df646bc72d82f3987bba21f0dcb776aa37096bc6a",
          "commitment_y": "0xab4f0ea8023c763d52de061ed0f091fc4cf4e3920eca529f789d1344d177c8c6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe3b346103d5144bd1bff8ad4501ef3c534e39271a72b70321c36d89a0f636c74",
          "commitment_y": "0xe00e85caf4d751ed001b89e24c01353cf9d1925d142257a2fb6ec010eaefb393",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xe7b274626ffa368da8a1524510153aa853a83c0b9372e1c2a9f030bd88d6853a",
          "commitment_y": "0x91a327c005939128f963f9978d57b0c970b4cd66b6696c210873ea8ecd2a66c7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x7526f3ef56d571335995ad9a49c89c714ed032068210830c00abc60c8986cf60",
          "commitment_y": "0x70870e8795fb10eab749bd0fcd1432c74e9f0f30e1aa2c5b94c18cb4627c215d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa1e1cd892c317d49e12b175c2fc9feb196451ced53826b81e1a4b60fd9f296b5",
          "commitment_y": "0x16e4eb1f5de4f494bf13c50d470c3b430b503791843693b8a7920215aa70b16f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xfb72da566f57b3611d412eed5790d4b8be9ecafa7e2da4c25bf67f3872b1f756",
          "commitment_y": "0xda47f6c07c373b0db976bc91071baf37be63eb953a9b252047414f09ffa8d18c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6da27256a9214e4751839c28f881ec65585b740a17bb3a4b3fc0bb52304ffd00",
          "commitment_y": "0x12dda9d918427221cc565f2d28be247734e232028c94d7bd79d984fdac87dd2a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x7d003c6044e939ac043818921d4085bbac2343a099f9da2a9c657bb113a5ced7",
          "commitment_y": "0x13ac26eb26a92d1779e0c18374b9ad77ec9ad57e9145645d100570ffe6493adb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc984e34eae756ffae097c3c2c5155a96f634d49e1b006237601ebb88a81fbfd9",
          "commitment_y": "0xf9851206cd32271ba4cd3d51b7daae7005ec21d23a611e411f6e07bb7f631d37",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8801e134acdceed5e0a54c86eb1c3be9441b674f1b7ec6abe06e9656182e7ac7",
          "commitment_y": "0xf7fec010a8d713c658077c94961fcb61a60fda2a88d944aed205925484fa7bbb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x345597f39dd93b5df48524a29812d5b8a50adeed0f5eaf652c89dbd21992a1b2",
          "commitment_y": "0xb50c9c14efe888fdec4d797b1fee4532ced66aa66a899de67852b88f929a94b3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x24e20bd6cc90c066a168a04a50c193121ab9f11a3e5d7be019e52f868331b4dc",
          "commitment_y": "0x861826cf09b2b76c59f448ce154f523027f2c26c8a358a9a636ba0bed63e368c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x12d51192a5f0a2a1bb46e43bdeee39d08bedf998d7307168081f0c1fd2d9fd13",
          "commitment_y": "0xa44457ac7bc0c799a3d25fd9cdfcb703d2c81f8a1b9c648313999db5e1fcb85d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x51bfb6cf2e800f1cc68db11faae13abee5a666ef2ba13b990be6b26a3d75849c",
          "commitment_y": "0xe8fb0df35759ffeb6ded36180df8bc18b680fb4dca6356b65243df9d124922b4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x858eef5e53dd80f67b6121dcb8b60622c6b05a6a0c7555a80a74a830e209e6ea",
          "commitment_y": "0x2a9d3697919bd20d4011a3c1789701c067f894622dae68cfdae93ef12899c0fd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2c84bf69a12fa5c138dba9ef5493f74ea516933ef23fdbbb094d51de173e9516",
          "commitment_y": "0x3f09f000ab7d1a114af2caacc01e41be38386447ed8edf999f39ec539af7602",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb4e389bf974e84e96edf897e21cc55f88116612d154d71b91ab9612dfe9de04c",
          "commitment_y": "0x1638afc14ddb81fbe60ead7170fa16636632935b1ed022f5f30c8b036544e20f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 12,
      "present_count": 8,
      "highest_severity": "CRITICAL",
      "merkle_root": "b9791d52bb582a21684ecbd3e832be4b3acd2087d18cfefa4ef9623a1cdb3085",
      "temporal_anchor": {
        "anchor_hash": "ce970459521cec3345dafdb3d47998240fbda3fcaa2548cbe90c75b78b55a1e8",
        "chain_height": 520457,
        "epoch": 1791082422,
        "previous_anchor": "cdf0890c86d41ef9d30f81a3d9de4ebcdf3291170965fb085d7211a3b16bbe2b"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 12,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:04.229163+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-d0bb4266035713d6bb8195e1",
      "version": "1.0.0",
      "model_id": "E-MIMIC/inclusively-reformulation-it5",
      "observation_timestamp": "2026-10-04T02:14:22.442140+00:00",
      "observation_epoch": 1791080062,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x42b649569f769eb2d08c7cbfa01a0d032094c1945dfba68bb1b5f1dcc86329bf",
          "commitment_y": "0x175b567a6ed85f7386a50d18ee42b71ef6c9656be0ba52e05fbf262f5c027861",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5af76c4f48f3a5c73546d9fadc9e14c1aa552124a6f2b36cf59a6b19e843ea4f",
          "commitment_y": "0x4e1b46fa37f5a08ea9b9f9ae809ab3057b326e01de716db2d60a65c9025c7b76",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7935a5d1a09219eb2c7521d20727cca004c60121b8ebb8d11e1e014431204117",
          "commitment_y": "0x6130648ab7bbda69362842b2bb98b5f3a734b3794b4dccdbf0d1376bd570f35d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcc1627d39f9831e0703878f7c7acddd9b1a1b5409b5c472bed4af01453a4ad61",
          "commitment_y": "0x88d7d88a50cedfc7f163d7083192f1842f320cf8f1f3c34f6b2920739b2a45a3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa601e7aff049a480465d6f086431754f88523c2137399d3318c4033bb0209f22",
          "commitment_y": "0x9c05b0a34d5b93da534383dfcfc33b4beb25fafae5a7aef077db39e57eedb5bd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x84d8e3c07006e421a7ec15be490e5e4500aecb03057e4fbe98470c4d1972691b",
          "commitment_y": "0x1c85e77a4080dbf83872bcce33da8408883d92eef268264ad13232ec621d883f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x30a69e48b6e9382e95ad4b6859996083a2ea8b8b50838d0fef7cc358b3e327b1",
          "commitment_y": "0x3a36acf5a4c594acbceae00c3d8e08cf92307fa40c538eecdfdc713101eaac13",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1535625b27ce7481e8b3b9485101c5def6cbd0acd38ada45b6f93bf1dc144419",
          "commitment_y": "0x44942b4cbfbc8335b58ba8503fc1b04013fe07d63c15afaa3acc153fc541a439",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe426c08697e64ce038249c30658af4ad28b3421991c888100b62cdd89df023d2",
          "commitment_y": "0x9434ce2e9bbe11d0fb624a81dbff44c33e9b61e090080d90d6229d1cec54f80b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1f13e7f1794c42407595b196e840b746d2316bb3eb41e3685d3fd81ab9f40989",
          "commitment_y": "0x6acb4c7d064b3104e25a645a61e97227998a4a49d507195b3030068eb0d47cf5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x380061fa59f21e9760ddc05d36824d94860d7d90324bd3cbe2aebf927e61c377",
          "commitment_y": "0x382cf44893537a2fab67bd60b375a673eb74520e816b79799cf451d4d518a284",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd46f9ec8a447dbdb01b84079d6514c24de7fdb6bd6888f1c4e05d4076ca9e6c7",
          "commitment_y": "0x51b6d7c741493b28969c394d0d03c843961c475bdcc8149c59cc4a402da9953b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7602a3945af9ac471c0b060aa71ae2f11e26f1293f3ce5cca16a257580d2ae60",
          "commitment_y": "0x6caf2b41fb8230876843f2adf0e10c35ac786ab3679fe67124b2af914986ee5a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xeaf3ce54a5d2c05beb821dd66459690c4b0238fa1c398b4fbfed9eb26bb16f16",
          "commitment_y": "0x7e099a0fcad98e8330b5b1193c79d490d80e4e016fe2899400a668d7d3db4a6e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x435aee85cf9bc9b778973fd795d06d09c74b998fef97ba6837db83b46133af7d",
          "commitment_y": "0x9eb64985191cb5c53107502c851fb2402b48ced09948223bfcb09f33f7d17a89",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x95e0787a70f04d7e0a51814e36ff7e647c3bb6f38232bddff0c291f81415632b",
          "commitment_y": "0xdb33a09fa26c91dd48e2b94bdaaad76cc17843c8d904f81e280f29c021597a90",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc94ae53eba2913ed2c1cba850cf9f8dc0a8d9ca0bea1216d3c66584c7f7f0766",
          "commitment_y": "0xd599e247f326ef92f3abf73887b0e7d1dcddf63309b40799c640dab16827b498",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x83fd52991dbb3a038117aefe620f4427d3256bf83cc3e89e27bddffd397ae7a5",
          "commitment_y": "0x6baaed032e74dfd892efc577c1f867ac4c5ef2ff081cf897f30475884a54f08e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf20d7743191bbf515ccfa373c0b41c4b473edaab26b056291bb111adcb96eac1",
          "commitment_y": "0x2b3394ccf314d1f618a9c52e080a82f2dab1caf4cabe0640b0918b56864cbf0b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1e7d4180ed8e69190788cdeba6dad8cc3b84a6c1cd7aed2d09de3cad730b50fd",
          "commitment_y": "0x3e262ffd66ce30aa09eaf5b58fd371d68d6a3e3cd9d25eeb0c3804aa8dccab21",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "4ee8b56e8301a86eeb5fa3c7b0268dceeaa9622fc5d1aa679d819acb313abc51",
      "temporal_anchor": {
        "anchor_hash": "2995586d3b1cdb2054847c7e07ba6321998b28fc1693ac9238d9e7f5ebff5786",
        "chain_height": 519307,
        "epoch": 1791080062,
        "previous_anchor": "d58ffe1300bdd6123cc70421c391de74e6570a0ddfeabfa3f4fc812d920b7561"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:02.092453+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-7a8ee0c0027cb8ce3f0cd051",
      "version": "1.0.0",
      "model_id": "answerdotai/answerai-colbert-small-v1",
      "observation_timestamp": "2026-10-03T22:02:52.273419+00:00",
      "observation_epoch": 1791064972,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2dc9c1d4aaca4e81cc6de54203298998addaf1a61e680c1176f325f552caceaa",
          "commitment_y": "0xda91287721e96796d0f89446a1ec8cb4870999d51db24e7e3641d4acafba4fd4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa3d951d19860509fc3fc891913f4d84b0d2e45a584ae0ccb4d9664e817eba96f",
          "commitment_y": "0xf6ff1ef3492b525eda9bd525fb426405a0ead2f53af1daa60c3c7e2bcad7265f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa6925c9eab42f2c5f418c4f9ae697d49ab50107c19f42c3a991d0cef38434a0e",
          "commitment_y": "0x62efb81411232e86306df569334832ab8434986d13a6f1100ba85e8cd490895f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd40d9b34cb86059e86d04c2a1b13bad306c20a7d2b2f636bb8a31e94f1b7c605",
          "commitment_y": "0x453fbbead7597623ebf4069b67443bb34bf740d9613e89ffcc9d4e0237c10014",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3fb3d4445c92032992d58c159cfcaaa340da68ba0269e3344742a106f3e80b3b",
          "commitment_y": "0xd24d1270014e626778bcaa7c035aeacfc9e94de0582dd20c865241f83b879ea6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf6a7407faf1c9bc409464641b24d350a8bfbe2fb4666b779ab47a0b8bc95619a",
          "commitment_y": "0x5ab0fc77ba0d1f2df6b3fbf40c9e863d2b1188ee865da5b08394f793a4418330",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xa6cbd4abcd3a306593e0855e800d6041fef01ed4ae45e42e9e3ee8744f029d4c",
          "commitment_y": "0xa333ed25eac481d84f5a008d158ba05e9d138dfe782d79deeeb1d8e39a0972d2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3ded845a355a651d4c9b0ca41411406620651a940a75f8a66a67afffb4a0faa3",
          "commitment_y": "0xe3f22eedf7a0c7db3aacc3d27d51239e6067ab9e87b1caf3c6eab76a1ce310ae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xa8a29c6e9c3ef14a7d9587791c9c1d53f160a0a03947e547b492c2c135d696e7",
          "commitment_y": "0x5a31905b17d33b8eb7913b56a78a36ed3b27fd0fed64f9cbd69e2d21de07bba4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xca42d115742355d658b8ebb200e9aa5baf904f9062e250aa256f59d8bc811eef",
          "commitment_y": "0x198d010f1ce51ac31e0ae480371cbcfa31be79a2dbf86ce709484a07f6a419f6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xdf89789deef1cb379956121dfcd74f4652d6e46ff45231c20abd43605d40d90a",
          "commitment_y": "0xe4082b9658539fb65c6439da618ea2d4cd9769e9e41e455cd7084ebc1130c237",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd47847836176c7b4d6fbf754983aac28c428852eda20253873aea0d3dda4faef",
          "commitment_y": "0x422c25c55002f7a2caf9943be31510893aedece99358328871cfd125e84aa909",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x93fa90d7d9f6f19ef1ffc7be8c12a4f0c3c873cf84759cc5efe6942d6e746f97",
          "commitment_y": "0xbacb08a247630c942008a9dd19ea4c888635dd8b5d7289b6100153b98345282e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf3d0ae278c39cb003a72d5252ae25b63bca8a6b3ad7ecbaddf93d690e92243eb",
          "commitment_y": "0x860f4bb9eaf9fc557dc47c2f102c217e95ccb1c1898e79b33d87dcf8c42cb837",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd18a3dc82d30077514c6a6525b977068949c152a0c9466a1603720db9c890b69",
          "commitment_y": "0xf0e4a89ef331ed80f51b6910fe422bcad538138981b8bdcf441ca0b7c00ec7a0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x1c1fb01f93368ebfe346a47fd335a23f50820c63cb5fa84051d9be7b9ac82f72",
          "commitment_y": "0x45295ea979c9efbebe2361c344e1ee516459cc94f2b344e390f2ebd9bad737bd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xea7581b6fd17e631928cae897c1651351deccf3cc16a3306897a67268562e2c2",
          "commitment_y": "0x6eb9d153ba2587a30ea44c6ac2ea0a53bd9525f9f6e2f357007b78effaf99f18",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x91453a56e15c158bab8a4eb33c7209933ae316db87f4244abd1b7b759a4bfc8c",
          "commitment_y": "0x272bfce3f031c812b8a11c1006e6ee7c8ef9bbac79298e9a05c765a832e30791",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x572fd942503fcd5fb068286c9a1c8b035b35b0b84a556cc71f3a4842330fa38e",
          "commitment_y": "0x577a1441e6358a84dbf216343536aefc2a72fddfe5ccb0111b384bac7b3be3cd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe46ad285bc5c38376181ba431d6887837c0336d83b8f02662ae119791148d81c",
          "commitment_y": "0x7305c0e8616e507cc8f0cee4cb5d945bc3dd89b57e0364d45133de683e62944d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "3e33f93996b83e39867e58af45461fc88a1e1813c62711f4ece6bd18c99de74d",
      "temporal_anchor": {
        "anchor_hash": "fdcf1cf7ec74f2cebe7cd30988edddddcd8b4c3a178146f17afbcefab127137b",
        "chain_height": 518542,
        "epoch": 1791064972,
        "previous_anchor": "ca1e94c3e9ab227c76b49c11f8ad3fab59995b80846cb97b4272e5a8455cabe5"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.759428+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-60a82aabf364bd6923822fe1",
      "version": "1.0.0",
      "model_id": "google/embeddinggemma-300m",
      "observation_timestamp": "2026-10-02T17:02:08.576673+00:00",
      "observation_epoch": 1790960528,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6a4ac8c55eb79e794d9a293536de5a1ede64d4096ded7ce32328eb2c48d12b21",
          "commitment_y": "0x6e2964baea08eec64d5ca73e80f42497d14d4e98c7b604e66acdae11d5e4bd11",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa31e1da9a07d29534d516929e5ea6a1922881e7093c5bedc03772465bcb0b5ce",
          "commitment_y": "0x502d3774e6b9ef0d9991a7ff8311cb0959bb2f01425589e63d1b767d0a17679b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xf39d41b150a73b5255fe15cc243e39d19973086ba1d5f55c133e9a8d2dfd3c02",
          "commitment_y": "0xf94208f43f28d9d2f2969ea517c656fbfb1dd6122cc22a6c48cb0457ced3fe3b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x939c1e22698168a8f5bf7fa8aed64a51defa861d120ce300aad325f232563ee",
          "commitment_y": "0x8fa9c5a8e7f33b6f8753fe58d0cdcf6e3f65655d694bcb90a2c011dc960785d2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x71583d89c918c6febbda7fd10376631f7189030385d771fd15c496a1e48f377",
          "commitment_y": "0xc371d042d4ac4eb96120345f65e7d2e2f96856bde0a0a428a14cc1793eb32b85",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4fa7c81077d78bf916c545711d24f8b1855a089f45e629f096bbbb114667fd13",
          "commitment_y": "0xc61fdaf9860672aeb18705c25c612748e3efbdab778275fe08a55625136350ee",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xf1887fa74bf71dc209f4d710d3339e4fa5d092110d6927ae2df7b4166fb926e1",
          "commitment_y": "0x5d071d3677829494f956402df7b8540d524d803f148f456cb9b91a72bc47e633",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2f0536206a35a17715f32d2f32b58716cb00ac07183c84e4b599cfa9c9852b37",
          "commitment_y": "0x6b0ac2dc1c95956e948256abbb197c7f60d96d72061ace3486f35f931bac3755",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x89ae5585d40106684b5f0a70561c287f029134b215744f08beacb96c11f3022",
          "commitment_y": "0x2fb38b6beff0f6d4c50b4fa1114e9f6a50d4abb4f6ac015d4865f2dad50deca4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7903bfd221831346a4a8c70383800437e17aee64823a0b0755b1a1331102228b",
          "commitment_y": "0x74b19532c9c6f5b3caa2ff1fc3d29e4b7a4a3c58a6f03cb07c3a21319e60cca6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xa5f34d5193f753c8646cb7091515d0dc22a31c619eee9b4206126ab3e73892a2",
          "commitment_y": "0x5de21376c6449406d10527721df56d316489373bd7ce0a6b78992984dcf9eca8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf508cc8249804be8d76d2de99be55a6dc00e8bab0928f5874ccee85a09f4af69",
          "commitment_y": "0x499cfd86ce97b09a3cd559ba0223df07bd5b2c276dd0380007dbbc015f64418d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb0b960cddee430de64446054d8f5101cb461fbf647b993785655e4cf8a223c6a",
          "commitment_y": "0xd6b1e5660f1de7609d0aedd2a510361fbdbb2fe9cd8be632572e9d05674592de",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2e7998e6d60085ec35dcd6cd33fd5f9d9444661a1246c5038538c27cfd84092a",
          "commitment_y": "0x594550ac1b146f96fcb5ac734bfe9abce7d25547f156080e79f08a242d17b714",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xc66cdab0f1b0bb6656c6301b5078e7655e68c233c04b0be8d1807fbddb59cf35",
          "commitment_y": "0xe56236ec2cd12316d9523bd6d4d4750a0e0eda68172ca96febea22aa428b3c98",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x4294dfc7f55dc90125ece68529e12aa3ff20747202bfac394f7bc95da387b6f6",
          "commitment_y": "0x9f43911fd19562b9ad6c75da28708a95108415d8531a37d1cf6d48837fffeb87",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3c7d238ed7c85aa02e66066395e671c15252b4dbd528d0c71f55a9a76d7d04d1",
          "commitment_y": "0x1cf2357331d08e93be6432cb10df5044a9d8a79f852a6ec82b8b34f8b651de0f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xf0db255e06e30dd4ff54edaa716da7e67764f96aa6d0d2942f45ef3d10016c20",
          "commitment_y": "0xf158d4ac2bd67901c32a548aa8c73746ccb25a039d490629113dcfd6319d2b5a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe02f683880d8249ec9cd930e008b28452b43a7c38ed7a60fc09c464bdcd11f03",
          "commitment_y": "0xb68d48bfb8276078318058962919894d074f78f498dc901c47cd6d58d63cf88",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6b50791c7da9e49d1c3538369b9062b2f68ae1b9f3fe75c0b7accf77d6e20a3",
          "commitment_y": "0x28af8b79fd7455f1b40f8d40522c1f813534e2644ba49ddf8b3f1119ef57c50",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        }
      ],
      "absent_count": 10,
      "present_count": 10,
      "highest_severity": "CRITICAL",
      "merkle_root": "f743576a8bc447060f1b84df6946c916dc487b4bc4609482bb3abf8431fa9e43",
      "temporal_anchor": {
        "anchor_hash": "98a0a8449f3ddb959960af2eb92a198654d1c18094cf6d159a9c08b55b9118a4",
        "chain_height": 515185,
        "epoch": 1790960528,
        "previous_anchor": "4e77f774b21b625a174e30bc6d931007a76d2fafa6c3aa7ccc3bf92832d050a4"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 10,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.642211+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-d8007b2f59f4dec35aff89ea",
      "version": "1.0.0",
      "model_id": "oliverguhr/fullstop-punctuation-multilang-large",
      "observation_timestamp": "2026-10-02T11:00:38.577169+00:00",
      "observation_epoch": 1790938838,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbe8c41e426bee86a67b17052e356d0cd84767e5bc1d3d8918f806785182484bc",
          "commitment_y": "0x363611f5a3943656a6fd11b7e8a7d7d9c076ace677634c13c888591bc037ef31",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe62d4109b2801deb9d6e3fdd3d96fe3f2224696108eba6e59a03360c1a82a416",
          "commitment_y": "0x4540d0114694948f0e273ec96222d16679d7df3262dd8fde904e06813b2a16f0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2ee5ef9efdd07a5e840a5c9edd43423d4dfdd52992ada458a234ff1cf6f541f4",
          "commitment_y": "0xcfb094ef506d537cb92d55be54083a4bbda6178d96f0351a751358baa8408718",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7fac138ce3d6098f0e12e5c2cec7a0a9c2709e4626cbb22e0a5eb894e2ba4809",
          "commitment_y": "0xb9a218dd4b21985d2391c4ce43609c9c66b4f1a7bc08f88d7b53bc31a6b9a670",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4778c247f73b323c2e63a5a79645ce8f77cff04b6622894bffb94dfa4599b5c4",
          "commitment_y": "0xd2e5803f99371033b72455d431500963e095edb7188975c6a8cc6cfe95bacb41",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x8b7802f84d9cf0a43dc0384fb06812759dddb111170d4b883d9c0ed2b984338",
          "commitment_y": "0x9c7f9e519059eefd9509c98177047106d36539a9931b2ffd8750de71052024f2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x23dae864b90bc4e99a6d04a229be19705b662873479daf4e2ea9ebd13779b3ac",
          "commitment_y": "0x3ac0b522284a5c58b5f3a55322d5773172ad3fa4a0e27ec224fe61e1e3ac8a4d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3b563f3158dd9187785f13af5703eaf04ef185d1ca5ee8cb34e7d2ff5df335ab",
          "commitment_y": "0xe50ad788342550f83918062c3c7bc03deb6488c9781b0a553d129a137f0db79c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x761f0df922dc885c30c160da4374e0aed59ec61550f5ad861eaeabdfc868b01f",
          "commitment_y": "0xcefc558e7a458174d7cba0e79ed325e48c3d4ba4d239fea1367f3dc4c5807b4b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd019219c1ba6f52c7f1861cbb712fbcf807c470c9aba87d82c4a92f4c37aff7",
          "commitment_y": "0x38749e74f9991582ec1983701950915d1f15f5bef1fc25c5770216657964c9ca",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xf86bb3e0150d4cc90ecb880cd778f40d85bee0b8c7c4cab2e299005b8060d511",
          "commitment_y": "0xba13e54eeea2c23d95721a18019b26c86432512779f1cc6dd323bc7d8739d8c8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3681a51d2e626ea258985d97290743422393b93b0615e5bab27fe9ac8b5ad7a5",
          "commitment_y": "0xfc7258daee4afdf35bfeddaf79837687fd3884e438cb53e68b6e0329dd6433ff",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x30e6f569e63ea5bdadee8a95bc6aa0c5199c239eab841f43f0427f6b2a543924",
          "commitment_y": "0xf0c636513453a421502d300312092cd53138a3e904ae216d96216f5b17c0cd1d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x60ba2009b3dd77cd87da9d201b85c9b5765202b097e85947ff2d9bd2b12ac3e4",
          "commitment_y": "0x2e8b6d7df20aa2a7508817afd88bcafc81548812a66c755c29abdf70893d99b4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x90a715b1e4eef3e5ee08e14bf9ee6b869e6ff678eb925e5d61128cf6ce0a9d69",
          "commitment_y": "0x33afcfc5bc801b53491899f4f05a742d94ddc64279d23c5c58ab87ae74a7d63d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x5ff5410793360cd47c2f2a2b683a442751667af33dd9d155d429c9b28b18e2ec",
          "commitment_y": "0xf5e2bf2473989bfa6df4b2e63a559941cd5f164137530fa7528daaec8bec27fd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1af39eb132a20a69d4497c591ed459b49e5ead0321925171bf4858ae21f69790",
          "commitment_y": "0x58e8793fab505842d1898593099306c2ecf48b358e2e4322d370aa5bf8a6012e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x39602aab1c9ce723ac9989309732974a094a83439558abc2a85677703648bdf7",
          "commitment_y": "0x2399ef212e13fa1ecdba6c812c1d869acb56e09ba6f27f98cb00025dbc4fd062",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x7731d931ed139d62be9195cf6b88f9dac70366d4abfe77d9334cad0d8cd086f",
          "commitment_y": "0xe0fe008103919dee38c7f592de31ba8450feadfdb9b665ee42837ad130f46a5f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x49baa2b5484ee320a5eee3387f971070bbf13683cdee02c54170a1e1ec9d8a7b",
          "commitment_y": "0xd40c6681213b064e772166a42a6eb5960f994f57e20b490893cbe3b25d6770bd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "6cd40966038858061f39b62a7c0e8fa52a0fd646fe1125f8352464698a0fef3c",
      "temporal_anchor": {
        "anchor_hash": "690b0d4a851d32af4f8e2d2d404b729a28a064798ef7e823274a402ccd0f9051",
        "chain_height": 514446,
        "epoch": 1790938838,
        "previous_anchor": "0ec9275fed9241d6ef015b36b5928a67fa5d5e24dd8ff86597f561ef1cb0f8f0"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.258004+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-3c5b878085dbfcf49ecc1f8d",
      "version": "1.0.0",
      "model_id": "openai/clip-vit-large-patch14",
      "observation_timestamp": "2026-10-02T05:00:32.241836+00:00",
      "observation_epoch": 1790917232,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xea09d80838848509aac5cf4142adceede1801b214022cdb347bf1cbf765b38da",
          "commitment_y": "0x2be91ff8dd36fe7d63b7591d74bdbf38185a8462c0720e456dcda143093bb4b6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfbe4c15f8a65b9cd4b57f75abe63b08258bd9c080a82fe802de97c16a59660fb",
          "commitment_y": "0x2f216a97b219c7c733ed97f51a843071aa69ae2017c9e85e1a0618d86f7ea043",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xded25125260aac2f7fff1407227e257ca6be3fe33f26b2fab62dc39cab946fa1",
          "commitment_y": "0x33ca9bb5d85129e1f7493f998a76870f190225360e615178cf55c94fd0573532",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9a2c410d0ca1e0dffa76e72e2c191768b03c7b1fa222018660698044d62c4d3f",
          "commitment_y": "0xf1045e3aefdc3426748fea76b9521515e33814282887d0cae269f343cba1d1c1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb5dcbfc5d23faac13346f3f8d069996d09a1ce9751740a654d822821e3b42a87",
          "commitment_y": "0xd4f82145a6686aca9702c8b136ed36571efeb450d50b93fbf49c3e8444770ef4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x534e1b12f553e3b747c169700c6faf74342737cc24e89c18f8c852047e97d05c",
          "commitment_y": "0x16c4f1a5d207b80df080260c6620f2896bfc3220ef7bd25b7dd9094bd0395ea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x3745ba5d04591521f872564c8febd52910f8929f2dc18f52dd3550c6848401b8",
          "commitment_y": "0x9b0c0996f31ce910af8a7fcbb344912085a2de3d5e044c8d4f869d70dd2dd6d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x83dce514f342ecca6f9c3d770a979eabac4f0655f044d1ec300c71ac520ddb0d",
          "commitment_y": "0x749ff9e8b4ee88d0b77a3fd26a121c713b2661278502d5d188f786f62f506674",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xa6f282b817b1bb9bcd1c0cb134e1d0da98bed879788b1d6ad80eb95c2f3e3572",
          "commitment_y": "0x2a9e29abb1e505dbae14e428de4e5291fda5230481d7a03bc7a80b86c104d0e2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x809111af7980df780bf8b6704bd662e1812ee98942a97b6a15e3f1cd8f99cc0f",
          "commitment_y": "0x48223e61bd4ea45a30bc34e8db86beee47006b1868775cf997a94348b52136b3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x3610a9f45913f60229ba8c645de012bbe1d1d33a165451065fc474de795a3be7",
          "commitment_y": "0x2259299f034011c949dc9c16b55636a65f4d93702bd1e4d77fa5598afe87c299",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x89fa6039a8afe848cad7b8fa524c29a33b6e76e9a0b1db06ef35ceae14be5578",
          "commitment_y": "0xb3b775b00a54298d3dfb6ce340456127fa750e161524d6f891907a1787e8dc9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x8d70a2bdb7d964cc7bf284ed6a9c478c10bda020980c1d70dbb2a4e71e3a43b6",
          "commitment_y": "0x66038008a4e2753383ade513fe38079ef90665604973244742b0fdd326bb7a88",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4249c39f80ec1d8f9848bceb97ddaba3c073ea983b789e77af415f2cb38977e1",
          "commitment_y": "0xe565887d23f90b721ceaa9311227ea9903e2acfc4615bee4954b203da296846d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7fa045b5156a7a6a2856ba19d739dfc4da1fe5af9cc9f7ed675d278729044c2f",
          "commitment_y": "0x4e70a090b8f6b869df1f8d0e00f4adef849df0eaf57b0636d5562e24b45c883",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xb93d98a190c3d6b4b495edb79dd66628fc3723998c55302c9b0db26bb74c5306",
          "commitment_y": "0x5bad9de8e485e82665a577a884bc9b0b946a74b0ee9aa62ebaa8a92ac9fef5b5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x510b7867be4c030bcad4f9d75bcbd7e8b425a98f1ed3af255d0906d3ce7c3856",
          "commitment_y": "0xebd694c4686530298ce38446eb6eccac927a9de80c384cc6c3666452929a927c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x9ec09efa5e68970e977ed2a22bf5fbcc1fd6fcc9a601d67003fdb25da453579c",
          "commitment_y": "0xcc861b0101a978f68ac8819790dec361f0e7cdf16c0b5ac05b681713e140e554",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x38dd681f0cffcbd84c98543415c8f6bf6fb9bb76974af20faa485b4d2f950db",
          "commitment_y": "0x813703a1fb51597dc341c41333b3ab02ca2b5b725bd26dfba04716101ee0f719",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x57c3748bbb8a9ac217329e8bd89ab80f6682dc931a28ce0893813ae86631357e",
          "commitment_y": "0x10624d0c6ee1135c54719f8aa47bdead29567d93ceb4ad4e0d3dcc817d312509",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 12,
      "present_count": 8,
      "highest_severity": "CRITICAL",
      "merkle_root": "a3acdcfb12b400a8a07cfa6671561dc2c87fe8929cb25f07c75a70f24443a7ce",
      "temporal_anchor": {
        "anchor_hash": "be4d9e775ec5d028dee71fbcc9014356886c8986de47a3b5bea26351ce0f30bd",
        "chain_height": 513759,
        "epoch": 1790917232,
        "previous_anchor": "798abb13a73f538dd61a435d12562745c84dd4b8660e70eac2a876e25ee1bf84"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 12,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 10,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.292732+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-aca2585326ddb6aa90cfd0d9",
      "version": "1.0.0",
      "model_id": "lightx2v/Wan2.2-Distill-Loras",
      "observation_timestamp": "2026-10-01T04:01:32.803063+00:00",
      "observation_epoch": 1790827292,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7ab2ea9993de0d4146f56459a006e84da165389723844d77911dfbc1ca859e72",
          "commitment_y": "0x69914e862443fa99b34aca62c8a3c6e56046387d2768eff91b66c5ad44312f3a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x152bec1ab0a411f24bfc56aa60bc123496afca8fbbb33bd341fca2c378b0cad5",
          "commitment_y": "0x9ab4efb07725ff8c3f5953f35ea1de9d363b5e0a702ddb4ed225b706185f3d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc1c31518121a39347a5acb4651fc765e70677fcbd78e0d22a443c3be1a984f88",
          "commitment_y": "0xbb8af78edb4d912fe93c237e61ad6272cf874bad3bb3ed416238e8abf1d67dfc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdcad385ca37755cc319122fa66d1c46959acb5e149cd0f23634bfac865fd1847",
          "commitment_y": "0xf06080a0dd1fba6901a932a32741bc9479cdb2fc5e4e701061acc71aeb4d29d9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x385c9fbbb294a5ada0f222b5cba8cb227da4809e09e5a036a493bee6d9a7f3be",
          "commitment_y": "0x5a53b6498ae0cd3d0f6d3f4527f62e2862cec86ca829d6225f9c3fbebd389151",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x24aaab23d66e5e9bdf47603fb35ac9d98e951d6db1347952f88952f6a26a00e8",
          "commitment_y": "0x921d2efa358b9c94c95b2f2b17efbc45f661ead21efae66d45762c3c04f5bef6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x34fa6c91cd1247a07c623ff95a6d3bfa1ca1296037e909fecae675d0a1aff16",
          "commitment_y": "0x780e9e0f1b150cf4bd8ce10b47f0888c9a36789e6149efeea45dbb5d678bf1e5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x873d012d7ff3407df53a09f39f40b19ad562b33e04ade0b39d0099f82eb11fae",
          "commitment_y": "0x3565460a2ec4b8d158cc38a3000b6827e04d0a97364a5b83f1239bd525236f61",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5c0eb1d018c007e75fe49047728067fc409672bddbec2f3a6b474d262648501",
          "commitment_y": "0x2c15ad54ee0b7f61a42ce86126c2f50479a57ffbce0fd2f5aab024a6237bc313",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5e0dd84d680f8e7a0fbc7ca8ee626cde363cb5437193101e139fb6582c6ed644",
          "commitment_y": "0x75251e9cd9a05b03a8c7ef9da5e676e04469bfa6f83d68932e3f9c1719941a75",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xc7f435718622b72fadac80944e75d4c1999f6603a2fd296c393f630f5d17a117",
          "commitment_y": "0xdf0a8f1951e6e374e03c9fbda63976bfbeeb0357d7eb9ba68009501db97ce6b4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe0856dda7de6e841c6c4e04a902ddd34d9d03b008eb4a41bdb590aca7a8eb840",
          "commitment_y": "0x44f367c1c5865a6c383062923d29fa284b3622b89f58c0a0694f3c76092c7c4a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9d93120261e12a5efe7a93b602ca793f37f48bdc93fb1997b1479428beb60bd7",
          "commitment_y": "0xf80a31a15fea0007ef1012f198f44c1ee00813de282cc36e59d2ebd932bd0753",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x2f4ea3b40cb0f8a993ff92445d4c73d13215bdf0eef03daf35772a8f241afdaf",
          "commitment_y": "0xee6b87728db6129f795eb798e3a3d00ee8a9099602ddd43a44dfab6bdf8d5003",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x775dd58be6ba6535c5af1d066c93ce50e1d0918abb31e27bf56572cc9985b26",
          "commitment_y": "0x29f2c7ae5e3cc2ac97a9d86c9d387c4fe8a1ec395633fdefc409c08a9f511b88",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x41f136d1bdf076ec87b22d632cc87d19570d609db224ea0594af9ff1082d59a7",
          "commitment_y": "0xad77af302b4e2c3a7125cb69459b0baca4f1242a80ad9218350c81e027733934",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x892f180235a7416b504c336a8fb8417ca395974fd52e2eb498e6baa89dee3d38",
          "commitment_y": "0x70cdf5fa17c37aa5c39a38983f2faae96a9a98e7ce844250aea90f9c584e033f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbfd022c40c23f445d8bfcdef94aea8c3574d39a4adb680d0de93b4a87adab67d",
          "commitment_y": "0x6e201a6df12ee772d131581954e3808731bf1f0104a82fc8028f0f5a00958b31",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x1b2d7e98ad4ec20aac5330779a2b9b81918714cb394c32cd915cc27be948ed69",
          "commitment_y": "0x4101cb795ebae24854db0d2a20600a8824c58c57b20b52316d357a7445102308",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9a02158b4a6bb6694c337dd642dc461e1b00a337e5bd8fd80d793c1e1ad9bdc9",
          "commitment_y": "0x11f4973ce252499ca13144ce8096d142d124f4ab6d35c3c89d6ab48667c0ef90",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "5de6ffa538b63f60886a861910215f43a99cd97c49a8417db225b147579e8ae1",
      "temporal_anchor": {
        "anchor_hash": "42d363a192244786ca4fd5def16b3270eca35cfca1ad0d934c807e32a1a4ad9f",
        "chain_height": 510939,
        "epoch": 1790827292,
        "previous_anchor": "048f1822b07c6b52cd07d42ae533e1ccc9c517e0f4a167a44d6c22e714fb1e23"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.633381+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-fbc83018e9c50515c0b99771",
      "version": "1.0.0",
      "model_id": "google/gemma-3-12b-it",
      "observation_timestamp": "2026-09-30T02:00:46.583259+00:00",
      "observation_epoch": 1790733646,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4c9e7555172885f789e60375bfb4f3509785722792cb8456c5895c99182814f7",
          "commitment_y": "0x40a38ee35f86d4c5bff147714b943eec7b82eb2d9ce081b722c9e4c386a93370",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe99a054183d67a64b35d349379f6154928d00fc6397b1150be21e6602502a8ee",
          "commitment_y": "0x5aa7699e38c8774f63c52d932c9fe630a297f9c77e87036786b8bc4682e4601b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x5db3836d4b7d1337b19607dd02bcec36d5682c762def43664c565beaf48c48a6",
          "commitment_y": "0x48ac59849699380e7b900999b11c72ad925df87c8e90ef995c79c3f6b85c0e93",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x72e60607258f239ee078a58026aa511655522ab392b6248600eacda3599b7e1b",
          "commitment_y": "0x6b582c8d41f1e0b44b56baddac645e02ae3bb2feacf8724f39d3698eb0396634",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3bdc9b97c2ab2836d5b799d2172d045d5112bbe13d5a93a1635612b12c20af36",
          "commitment_y": "0x79c7835ef6f2e19377b157e98c9220a2e8beaad14cd5589e0f16fb8453f9716b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3afff2b5eff89b201ef4d6bbf9b41f12494e03a5370715124ac6ba7df4c2d67",
          "commitment_y": "0xf4906bd86edc92a06e6ffc22411b9ed7203154fe9903c280ebfcae62605006b2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x864e08703d57de046d8b885f09cc9734dc3e0163d53ab67baf00972a1ab645f6",
          "commitment_y": "0x54627156481d720f256451287a46b2f49b97fb7f959f03470b1f00df159b410",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2afbcef810cb217f674355381bf7d7582bda57cc6f8bf1f6342203c52fb8e4cc",
          "commitment_y": "0x857a3d9fba16879e0f1e6e79abc8400c43ef8c12be31caa4128bcda911e46074",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xd8504d3fd3239f889ab4f8d1a0eb5dfaaf1e7dd30aae021532f3db7b72a7b289",
          "commitment_y": "0x4861fb15566eeea4f021310f760d8146af7688942d59bae4692bca5571b61902",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x77b5a588fc90d1bd4853996adf4b2cc237aedaabdf4ac72bc2fd8324348d7908",
          "commitment_y": "0xc286cc14863b59b033a7b88b58a9cfff9a1ce55c1fd78397234cd8ff89418aa6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xdb6c39884817893611fea6796ff42dff2f51462674b5cfca3ceeae57a3ad63e8",
          "commitment_y": "0xc364ae2354f10bd1281366d0fc86e45e4e746f3cae990e04ab928b53e3fb6e4b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x58807589972d7220fc63e3124d3710abc87926254d1d89f63c1ecd5a28bf7953",
          "commitment_y": "0xf09ac451c42ab3977490e8e1ebd7bf741d01f23395226bd046b74944286ac340",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf7f1279149c8a489c184cec5fb88c4d5b2aff669a485ae4c0906678684d6398d",
          "commitment_y": "0x15d5535fa5a47274fed953577ff1dc631220b3a0086fb39db3fba832c56c6db9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xb6c5a2760cf73944af344e61d37f2456f553417274ec380a10b4c9855973c97c",
          "commitment_y": "0x798837794f472ea69192eae5d688bcf043bc74d0726a6cba3d374376653df8d4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x2418b41c86a09b4712bec8dde3971f44e2a923523e0273ce8d1d2d00700e48a3",
          "commitment_y": "0xc7abebcd6ee6f6d78293b180ed4e69292c93715dfbf95ddaf1c8ddfa589b3eee",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xc42d78c56f868e8b801278f3c3a461a444aa5baa7f8ad7a537724f450e8cb3cc",
          "commitment_y": "0x7b7faf6a8c5fb9f14f4630811ac75328336463dba5f09cacde1b2bd2460394ac",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb032009928a3660569e5ebfbc756a2bd7eb9edf72d270f9dab6e265e8f220907",
          "commitment_y": "0x37384975fbcea5b36a2fcde0a6e753b7d0bac75267caae2da3bca6ffaa575cd8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xe8c96172e873e6f66e39227b6edb3b62fa465ceec516a6888bb63b8d26e154ce",
          "commitment_y": "0x1968e0fab3e5f66c21bcabd33b653f45a8aac4bc851cf756f065938d447e2a82",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x98e90fb479c17f9e7ae47e6f6e9ae39206c6e9f571a8ad1ee5b4f09dc5758e3a",
          "commitment_y": "0xcd5468dc054d10da817784ffe6d61cad58926f538d0e601f10b1690636dba3a3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4db26932602ee22d39433f661eda70b52684f741f4469009ee7be8f5099716cd",
          "commitment_y": "0x568c8a6363222574d6c9cc74e7fd8ce0db748a288954e43daa4abeb1c54c2eb0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        }
      ],
      "absent_count": 9,
      "present_count": 11,
      "highest_severity": "CRITICAL",
      "merkle_root": "ebf57fa09e0be6405d9b583c95189f14ae734b4899c493817042828abe5a5b50",
      "temporal_anchor": {
        "anchor_hash": "88243fcb589ff27f98a5d4a486e12f5bc30f1a977db33f924cacfca55f4a37f8",
        "chain_height": 507942,
        "epoch": 1790733646,
        "previous_anchor": "af3902a35fff8882b1b21101392ec9d25ee546a83fedd33dbbea70131e01c01d"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Principle 1.5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.668387+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-d277756e70f1c532b2964082",
      "version": "1.0.0",
      "model_id": "lpiccinelli/unidepth-v2-vitl14",
      "observation_timestamp": "2026-09-29T16:02:02.697024+00:00",
      "observation_epoch": 1790697722,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9e6503311dd79ced3d9f245200b3770b4ff56391e89e9e4cef9f75844b1de2fc",
          "commitment_y": "0x11479575e58dc62ae6b4e45cae16aedd8b58393ef341fe68b6fe4e4b1d62e371",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x33ea6786d307187a15603141fe485afc9bf0a0cb93c672ab0f53db8781053d64",
          "commitment_y": "0xfcafb7c976f71560d8948ee4eb37cbe2e80a0262d4fcfbc1f16711d52b79d90f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9fd6af906a14e2e987e04275208f9632aa489c4bdbbc665fb69d22da69f32f9f",
          "commitment_y": "0xe5ce9a1bd45417bf8fbd6c7415e3f9fa41710a7da5296ee54f5d43659933b373",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5826665fc1a45307d4c54eeab5f00db305a3b584d0011dd5d825a57533399604",
          "commitment_y": "0x50824a2652e6ba586be77fbf8af52b55130d165df11add5687fdf603f3b1a9f1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdb4ed005b695a8b8ebecf82abadf7d10c343d92b2abe162ccc28993d475cd54b",
          "commitment_y": "0xd014a0077d61d9aa4ad29ec83c7d94ea5687471fe30f4d08d6771ed9348c76b4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9d41724a05689c9552c10840359c0daa312af3387c9ab5afdb5c86748ad48ebe",
          "commitment_y": "0x12ef2986a8f7d1f76d9e770d767eba7ed2a5a77be9f73f18c5c084398524a469",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x42b9969362bdc2b24f9b52c43195d2d316b59f6f2da79abeb978bf0a4bf6a144",
          "commitment_y": "0x8b299b655ed5822e9f7fc222c7e66385f743233b2f640381311134e830ad5b04",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb9030d8890c831082e9855857c64b0db92ddd9c9bdb62f6d8947c474399db872",
          "commitment_y": "0x4e3da44f7b35ea765d752c9aef9b397ca725c40d6d2791a6533b1d9745e3a63f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb3aac6aeb32bd777ee834ca17ac952b8c54f1cc183fbca2af768edbec6574262",
          "commitment_y": "0x1d20ecf2b362be11b638b67ab4d93c8621e1db38266a2ebf04745ce3ce00a542",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3cdee1399e924f91a5713032d88516eee86bb39d537f057c61e1ce32cf8ae519",
          "commitment_y": "0x6a03a6667213f272228d59036f26ab0e74aebdb6c3676954e2c069d73214d9e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xabd9fe09bc18a1e6598a37cc5270b2a14b53f68d007c1874f8ce336fc14accb6",
          "commitment_y": "0x9aeb72660da9aff823823608ca0dab6c54c6fa1dd65effead6ae0e32e5a7057f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2d0ec967a4f5caf1fb494c6904bd96689efc4baf1830cf1190b8496ca2092177",
          "commitment_y": "0xf6555232700bbd7b33b117b12a2b8eed321aa0c491530cbfeaf6c335293565a3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x990bc6e2c4b54f18cd00ef57e5880883938fd5b9736b18b63acfe9205ca8f5a8",
          "commitment_y": "0x79094d5d1356b0b856f4c88c2d6b7af5b403245d3ebb3d1084c353d09fc4c76c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd909e2106d3e0c6b91043b581ff85d09a3662ef16689a3c608bda8dabfb2a8a1",
          "commitment_y": "0xbf9382bf911bb3d5c5b80ca33657a334026e1357da55bc94136ae522b5be58c5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2f6b956690ec134853d4b4fb35afeccc4c0abd01c6620a9a8cf109d4ca47b939",
          "commitment_y": "0xef8122c345c8cbccd6496bf6e812928c57ff0fb72e3475640dd109212cdde7a9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x946a608a48877c5ea01bdc2dc5b02785302c7ef8ff417b9643486af7761fe1d1",
          "commitment_y": "0x6824165120191bc897adaf5936ac5d55b460f27e008f6de285f0a4d3165ad26e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdd4b5b9aa6c23e63fcc4652eb46ee07418c35115bd8fcd3ede271d1b02b59471",
          "commitment_y": "0x7df2f4d0261f5aea44db5caf630c6d852e75f5677e1910d669e84c0bb76ca059",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x792b051ede857d0a77f3b9eb07a1974bd2342cf83b789414dd1bde9f6dbd2976",
          "commitment_y": "0xb1a3cb7f014b589934ea579b5539e2a9e342232c5eba7b8ae4f9aeb47483888e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4bd070372b94ebac5071824220164927cf0eaeb8d6f73f17b35303d1d2dfe3f6",
          "commitment_y": "0x3122655a7a804b8d0a2d4b72dfead177c40252440d02c917e790ee6c7e5aef8e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xef92398bf29dd9b7d55dea1694acb0f447436bbcfe487fa005813fec2706c138",
          "commitment_y": "0x815dbc362a5db80a2bf43fbee256c3cdb37a1c69269a9dadeb80cbf6cf4b9c98",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 19,
      "present_count": 1,
      "highest_severity": "CRITICAL",
      "merkle_root": "f2da9b72db347d1bd860a7c9982cf7a782e091b02dc471f03ffb548f90eca6cd",
      "temporal_anchor": {
        "anchor_hash": "2accd9074802cbcfa76e2346c185c5e0713aa2634916d998e24a6bdf59594f69",
        "chain_height": 506844,
        "epoch": 1790697722,
        "previous_anchor": "dcc96e9973e6d6a8481d3564c3c2bba8d45237634ef9378ef0a9f1f339fdbd71"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 19,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.826922+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-e1a13736852dc8be9c12fd56",
      "version": "1.0.0",
      "model_id": "magic-leap-community/superpoint",
      "observation_timestamp": "2026-09-29T15:00:42.379926+00:00",
      "observation_epoch": 1790694042,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6b64254a324380e901578746885af32b212a0a5bc2b5a089d8586ed67a58ef3d",
          "commitment_y": "0x219fafa7ef7a094f34928eb0c2a283432dc3d5bdf51086d725b9c3ddd898c1f6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x98d5c58580855c773e771de21cbbaee29e3a8c63c14ad03d0d344a055e7242ed",
          "commitment_y": "0xe273d712824005012464a46aeae483f954d97966fe241650843d1994670fc4e4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4638f0192113bf6186d1c0ed7e00062a1706dd9d86ebea810197f91e211b0cc",
          "commitment_y": "0xf3da202eb565e1e1f84ba64f6515cdce6b48fe07933b39a0a39371f4047d502f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x56a480c916595f40720ec4af43406bb2f9297e18461a018e66d04103ae4c817",
          "commitment_y": "0x64dfd6fce98afc7f2ab60bef296deb2c3d3c2c8947d297b7083dc99c972b1a82",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf7fb2c823a4c4257dd4d50bfa58a09fbff6db556a64eef872cb29f4b441e9ae9",
          "commitment_y": "0x72288222c5c241e1583c87e5fa28e27dd7f9993e58729f3ba839c334fdf00ef8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2f6ebb55fbd281a600f0107b466d767edfefd5562eedf7d35bc0ce8e0962b91",
          "commitment_y": "0xf6e507ed7b8abe8338e0d5c4e9e4b3ea01cc119822c1273b0156511a16fb1e52",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x910b27cd4ff3e3aa413a2dbbed78d30414813ea5303638007ef708db90aad8b8",
          "commitment_y": "0x3364295a7c029388d93618413f3e123389717e3164405ab83ec5b5e6dbd71479",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdc45dbffcbb099c825f9643b9379dde03eae1b6c4f0cb9c0de75684a8678337f",
          "commitment_y": "0xc1c21dd452c34ca9c79dfe8de5cd1d58a257f42cd20c715836bf162a20ec4343",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x5966d3d8b70189eb57d2561f25267292e8891d5a4e2e8b9dada3d26cea637c27",
          "commitment_y": "0x3c4f9aaa64406318cdcac81704b83f66e052135971147f52144355b350e0df9d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6d27473ff99d95d00eb219fdb5d101287ca8d6e6c5171540587168968e26d6e2",
          "commitment_y": "0x39b006431f7d1f7fbb43e7a3eedc1b093a2114f2b3d3239074f4d31035111dc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xbf7204cff31c57ca59db7d771085d33539fde6cfd92e0486ad0a0599223322f5",
          "commitment_y": "0xd2ffe80bdc3bb67c1c4e1ebf591a14b22db04dc3c384bac220be11cfc6d005be",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd118e9f69aa8703f0656565d5d247cacc015d5987fba55847080b1fbf1145420",
          "commitment_y": "0xfc6b549a5fe2c9bdb6c18530a0aa39ad605c1396e2afc1898f4ac94734198840",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfa6d01e5f1e6ea67d32102b876dcfa4abacc2ec962336cf46f186542db3ecf6e",
          "commitment_y": "0xbbae993f4e53888fa157dc3205324185ed4f1b0190c76f0a431c85aaefe66cee",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfe45e7b8648adc831ddee13a78c56aa0f3f815b67b4ac6571c9cfd97b4568a80",
          "commitment_y": "0x2f4c58ae6ac6ea2b789e69ecb4d561bc26783a6fa5d6321b46b92228f309ac4a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfe1dc7155c1aac75eefd49d3e7e5e0394e020bde2722ad5a9f8977f4b98b43dd",
          "commitment_y": "0x31abfe7e0581759a5594b4a40fc2d6e7c60cff596c21f329d00667138e4df9cb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xdf5495d4c779a4a181d2acfa558c8d1eb5f6cb0ec5f638900b22638e6cd6ffb9",
          "commitment_y": "0xc7c3ab3ec2c4d27415f8b3ed1f16e12a0f2554f574de28452d56f3517216b1b2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfc74fe6413c33cdfaaba7bf61103cbf3b287af87efbae7fdf583b446dc0b02b1",
          "commitment_y": "0x5b1d418abf28a5fc1e95b9a6c6e2266a476689b93db311f0a0fb65b87268c355",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x18ba767ef919c1253c744e352c0ba9f127950d1e87fe896b175d378fbd8876d8",
          "commitment_y": "0x392bfa7d74f52b1e2cfc162db5ff63a6f6013bf5c14b38f5166d33a32f566d71",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa146b75f322026b14ffb2c34f2c686ee039ded22c0d2aeb1640a886fb259df20",
          "commitment_y": "0xef444736aa41d8a945b8bbe7f0d2ad434036c4317268c0dce5d092830104ab19",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8eb3a2c502b35ecb59850ba09bc19d894e8acfe2b8b3953723e847aaea2e25c0",
          "commitment_y": "0x9e717ddd6d6e887aeed49fcb9703b032c9de0a4a6f089a498a0e094c8bf82dc4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "bd388234dcab71dc536986f05c44a0ef5cb9ca33e6e2f6f0fff7efee8002cdfc",
      "temporal_anchor": {
        "anchor_hash": "6a47ca7823ce6f98cdc47b9475105a687faade1fe036a15babfa03e2b060bff6",
        "chain_height": 506681,
        "epoch": 1790694042,
        "previous_anchor": "cc06114efae64116a75e0544d9e331d9a4269e8c65e98eb567e07f497e27695b"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.057282+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-163eae937dad7a559197744e",
      "version": "1.0.0",
      "model_id": "prajjwal1/bert-tiny",
      "observation_timestamp": "2026-09-29T09:00:42.435166+00:00",
      "observation_epoch": 1790672442,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x737c64602e0d4d51cd8ccf410299ce660102964b7524292d8a60472b97b0eae2",
          "commitment_y": "0x42c524287c5dcf050e84f4b7fbd9618ae99e1ca8f657b73e2001502b5bcf04f5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x43609b52e99887b410f0ccf9dc4fd1ba26635da441eba9f00390c1d9e679e35",
          "commitment_y": "0xbde5863953df9d4507835bc7063ceaf170483941ef558dbad8603d881a3dc11",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf3ffffeb43a511ed7fcd513446a7b37174a44f3ff4a31d679b4cc60fe5b60c27",
          "commitment_y": "0xb10d25d4d474237eba535b525863fb993c1b32887754474ec961153236227412",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x845059e6739b37f7b152c8897cc1b1de5850c7b796403561bb4c977bb1ec524d",
          "commitment_y": "0xfc0c86f231b867b5988b4023d42fdbf1e96ecb9edc5ad321da3ca95dcf10062d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x825be937bda9f3f9b1a46bac52cefb7364485ac4b03aaa57cf158b9139870e20",
          "commitment_y": "0xb8f1dd54829c6292d0b3322128bdc835cafbcece129caa7f6d7af635d11c23cf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x7999e3844a626a49b0bd1f27e5d5328aa2d8002a6e2f7bea394b76de1ff180c9",
          "commitment_y": "0x2bb85dfc87af11e3d2c7663038fa8388a567d63f763291c9891b40896b5847c6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x9ab7d5ce01190599e7ad7201b7b682bdb218c38316653c46a78c131ee8376ac4",
          "commitment_y": "0x3855fb29c907336061792e92db671a6a6276e7d8171577ec83a0493c53b1bd48",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1ce0a65760db66074f5934ee37d0a0b764d234fd64f5970a8ee719f7d82d0492",
          "commitment_y": "0x322898ed6de2ae941e802dcb68addfb48d86608a4cc4fee002c4546761a58981",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x98a287ba5eccbdc5eeee08c93ad26d4bec684c02ee08065cdb6d128da2d0426e",
          "commitment_y": "0x424148914383ca46789c829a68803adbabb063f147c403d20e5e1082185c4720",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6251de1329c6237b79729ab038fb7276d517ac6a4eb7ba1ff5d862b0a3c49957",
          "commitment_y": "0x38b7c30e8b596e8bbf88f22dcc41308973a5e3eb5dc199062ca7fee2b0f5093d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x8c1430f29d3328af57590a6eacb3f43cc36ff2eac75a2ae32aed68c4d42c2a05",
          "commitment_y": "0xae3bb9be7c262f191fb8ddf6ff1583ad1ee71bc9d60a68f3efcbd1b9ba5f4840",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8dc2efba89cae247a9974982cda58fa19ce188f5418c042f918b79e04edf2ecd",
          "commitment_y": "0x4bdc23f33540511f130780d769b6ca4110b589f39a0264f4e3015f14a2a3018d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc325fc2e6f94b33d6414d3929d69077afd7491bc525ed0c3fa2335598c821c66",
          "commitment_y": "0x981ac51eb55c2edcf08732d47652f4d009b17e8ae4511ae9a051e26d7d5c03c4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc5f6d948eb7f0452c80aa4d329692dc1f5c0cc23e5a0b777c08b97648494263d",
          "commitment_y": "0x413b7df6e54abe4b2adb54c23a5624f2096b330e31e594772966ea7110c74b40",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc665c2526040db1c4cef5387f6f4c65776144075bd74b8088d69484251dd26ed",
          "commitment_y": "0xc28be246165fce51d55da1c50f5a68ff125b900ee19adfb1640b8dd891511d51",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x216a2b57ccde0792a307fdcf2e412d258f48a587c070601db1cdac4418c8e913",
          "commitment_y": "0x1fd42a44fd49ee527e298df0b0d978548cb5b76e815ff40bc85c719ab1fd9efb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3252653496b762d0f49440e3f4f865cff91ae60724dd1f44cd09e54d0e3b6a54",
          "commitment_y": "0x5366aeb1ffdadd6edcc33b37edd3ffde91f97354a3f38d2985000adc0456ae2b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x59ffa146c112634065794f0e9595243f39d444c2205ac3494258bae992fcb561",
          "commitment_y": "0xc395c384e16832b1fb30d2b6b17f05dfa24eac646d9a4035848e87321ac8d799",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc080344b497739810a4556f4f6356b3521ab57554a2e86f1e9ede8582f5c1966",
          "commitment_y": "0xa96c075afcf28976ebd1ba378e77500c3522c873fb8fa4c8b9481547c23f20f3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x11a1a5e26ca9a81ea7bc12658c1bbf3410381011f48c77ed22bbd43a2be80586",
          "commitment_y": "0x2459673d6ed904cf48fbbe6826e4c782202cf2f0ed02b679f9eede405bb006f4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "01d6ae154e205a3d4492104f1009a470bf9b8b05130e77fe0e17453660dda355",
      "temporal_anchor": {
        "anchor_hash": "863ccbc74bcac6367b52b004581154db5df3ef5e2b1424ca6605eae5c2720ae0",
        "chain_height": 505998,
        "epoch": 1790672442,
        "previous_anchor": "0da75b5345a1e9c2d83d14614e31c671a2e72e24eb27b1bdfac693ba38045d90"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.617775+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-53627832b17cbb54be5925cd",
      "version": "1.0.0",
      "model_id": "numind/NuMarkdown-8B-Thinking",
      "observation_timestamp": "2026-09-29T04:01:36.408420+00:00",
      "observation_epoch": 1790654496,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa0f9bed0214d3506267ffcbe46dbb67da0beb869aa93a024fd4c3bb25a28cc60",
          "commitment_y": "0x8bc5b1c53ea1997dfd439fb6cd7853d42d76318bd1c3f1b83ca667ec5e7fdf66",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xce78ea98730a0acf39001d9d3325f828e975eb672557334c5134a2bc477a2b4",
          "commitment_y": "0x94fc26c836a9a8134d553a0acfe9fa024d20b942a231733ad1e0b5b74bc6564f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x29fc5bebaaf8be88388967d15890737428a02202d0360393f0fd50d32bf91094",
          "commitment_y": "0xb076649adba81bc8623372c6ad04edeaf2d4b9bc4dabdeae80d03a4e2f5fcad6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xecfb87d25d065e87ef1ac334cbecd7916bd6058b00cdabb022c37c4ee4b97046",
          "commitment_y": "0x9324763dbe8de2f32f8c13758bf9cc74534271adc1644324472e827aefe9527f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd475fff90e4e9735f5f11bad73990a5f3642759f26a94c48db68e2e66b1732a5",
          "commitment_y": "0xeab378613859ff5c7e254d062f0963c5a46c06ac45aac440cbca52efe6518605",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x68c8eb25c597e1af0ea53b8732ffbb50d039017906bbe32adadf6ff1fadffc02",
          "commitment_y": "0x2958225166c78127ecc9e5d53c875cac5d93e8615f754fdf2c66140e8face22a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xe1ffe37c5876bcb2f19c3e90b1ea2bca92278caa9be422cdb6ce92af6bfcd95c",
          "commitment_y": "0x7c5b7f5dd5c5896245b2ee732bc4855ef8d8b962e9919ef93deb3626d6af9ab6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa3e1af703de4c8e9b309baf6e417dacf8b77f0f72907e8d999ccbc0aa34fca18",
          "commitment_y": "0x866f89f016cd21d2875256050145c8626e3c41afebfe7be96814c398294db43a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x22dc71f66195d7c0f0f5ab14fd3b668680d3c02641d9ad0d30f3d0ff05f13d77",
          "commitment_y": "0xe3ccd2b4c4547f3d6ecafecd02000fa3c478d14742a656093f9479796005cb1d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x87a16c26bc5a76ac377e7c058ace659f19e12bb2e60d71297b93b6d29f8da8ec",
          "commitment_y": "0x9bb1d87de38ede21f64079de439a8d5a052e4d48dc6fd67fd3e1136dcaf3f30b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xf016b5a9a0ca29c4d83f3c15a97d896db4479fcbfa1e71d822fecec5b70f0919",
          "commitment_y": "0x3991be95b22dfecfcc29d848ffea6f794c082a1717ba61b03cf105633a854f5d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdfcd7e79bdc28f1e7e5a726837ac37b0dbfb4d0ec8e77137c489fac9a509ee15",
          "commitment_y": "0x85e1dc8bb1764750c3d6f35dce3045e16bddb719b3116497e5961797df756311",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8877e777e969a4436ff675209526b50b5e9329478eb74215e524106692d274b9",
          "commitment_y": "0x7c6f428288783a45d64325303ea69db0a71da0904db5bf29c6b38f2ef0f5e942",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x1364cfca24ea95a906d0bb705c62199899ea243a01f9f23d4b71fd2087d8013",
          "commitment_y": "0x86ffd4a00c72e5932abe073ced2b1b07433edddd1dae81aa11365af930de2040",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x7f9738b2bda432f2ad99ca3edd66db8e4c82504183c64cab4eb2def9066bee4c",
          "commitment_y": "0x70574cfdc8655d016dab71eefacd402472c2b1e6138b1a143bd6cecf2b32b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x196e24b8b427f02fa3b2017a884023a685edc9d9c3df5193e8d841e6def1fd2",
          "commitment_y": "0x31b635fd1209292dee35cde039ac7f0f5d4dcf1ec58f7e621e52bb3084d5019a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf83e4d6c658149124060062531b9a895fe45e0e2cf4923ec8389f49d0d2e4a32",
          "commitment_y": "0xe2ce4270b1b589d1d8ab7ef120df3a27a0833c65d32c6c3426a5b117f6a70966",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6d5e5541585b89f96f2f7d9a56f1ede2a29fde11d1627ad0a783996a11c371a4",
          "commitment_y": "0x14f254b9122e59f85f7adcc38c4df5a4c03092048ab1350bc13454c273046c75",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x872bfb50132cad2cf627284dc8077d3eaa016e48e64d102e049779493283b1db",
          "commitment_y": "0x97a53f8176322f107ffb883c35da8e491501d9cdf759bd5ee29a48ca0dc85960",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1012cb69c738df4affff1a0f34f44a7f989ffc08c281a75fb8d10742629d120",
          "commitment_y": "0x256b8c8e7509b75c126e0794d94b66575445dc65d394b52f940e4f92d2a9435f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "dc7e8a3b82b799a9c43173b2405f1c4033dd04c9e7cf1b50efc239dffeab656b",
      "temporal_anchor": {
        "anchor_hash": "ee8c55136066a119c7477266ddadc66e482d04fe701d26fb04446feb9282131f",
        "chain_height": 505463,
        "epoch": 1790654496,
        "previous_anchor": "07d266ff9e1bdaa7fc69739fefdcfa2cac8982dc4530ac3cc58443b3f7989a7d"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.067521+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-01d3d93cf083e50be1dd455a",
      "version": "1.0.0",
      "model_id": "wandererupak/whisper-small-n-demo-ultimate-train-Z",
      "observation_timestamp": "2026-10-08T00:03:11.396670+00:00",
      "observation_epoch": 1791417791,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe1a943814bb42c5d4c4f70ef1c89c2c26f5d12a21136009886cc0f2df52cf899",
          "commitment_y": "0xf182ac9477881c6d7d24483bef251c7a408a365e93b972bac8f3b3b24124ddd9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa09e9bd1dfdb6e1d67a4489e63c85bd690691a2d8af04caf3357c7901be35faf",
          "commitment_y": "0x7e6baf2c4e80a823d5b3f89d77a4261404bc58dd03493da9277b3099c6d80c5e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb31a9210cefc9157e4090a80a45683ce7d5ef27f95a20c1805e94973c44140f4",
          "commitment_y": "0x92994f62ab30358964df1d27c3b4218181e8c7b775795c9a17e2d15c6c032c43",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x42f7fccb3864c05109c83349505ee2f42f1f7da1df53e61b709f806bcd53abfd",
          "commitment_y": "0x3887b550135c36edddfd3cc1b58597a2131bd6f59ec6e70667e49331b2152181",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x637ad957597aac165ce56129c4c93c9178dc4416ac814dff509a2de5e98292c6",
          "commitment_y": "0xbbf5efc398b97c380507ff6e4854c67c27b8c06c7e2c43e20867c910d9b69b23",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x75e6906b97378100c43c817f025ab16bac417a7821b342f7d85ed2c38052c476",
          "commitment_y": "0x48f2a076197bf73ad8e4f26a662537af7fe35024c25dcdfed7888b1c69d932f9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xa0d13d5930f4e46be2a7c453f4679ae51455242f490b0cca3f61c0910b7bc4b0",
          "commitment_y": "0xf9e88288c256e9f22060181e7f58a841769554b2fb518cf69ac113a9897a40a6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x47ffe4d8bb51d615618466376eba5670416943a54f5642b9d0c77d1e0e694e5d",
          "commitment_y": "0x71c88c1ec888aedb7e3075a67af71c6953076bbd4bc7354be4624c2d4961d9de",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x6c8c265cd9762bfafc4dfe242054d6dc2a9a5043d99593cce31269bd3af185d0",
          "commitment_y": "0xb4a3865b51cfdb3543294e122cd18efda7afadabd24c815f7cb319da3f730982",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6db421c567092823d5bf50eb661517222e811a0602b3ed88347d4a6472625a17",
          "commitment_y": "0x309b9ec369f9bf4950557e286a0f0ed81b27bee00edba8697ed59795fe518bc4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x5536487d782cd8b90f838d9ca29be7f74e92b6703fdd09c882fa30e5d8c4e9bc",
          "commitment_y": "0xfaa0e48bc4a09f7a9be369da84166d540463c5ed3f3974bd4402faa5022d8acb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdd2009e91bc4bf3c593e3564140d96d0db095b1fa86eb12beb5109931a1b2824",
          "commitment_y": "0xd8aa30dbc303927cd989868a9748e67f468e45955dca0d729fe7f2159d265d3c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcb41acc0702941f928cd4f944b745909a021138f2fd2942968f4be0536bd474",
          "commitment_y": "0x1db371af3ef920d9369949684ed317cbbdabe9f4bde1dcbad8319aa83fe41a71",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x2472bfa9e9460cf827fe9a99a3ae7962352a28848602467e77ee750e1cb79d4a",
          "commitment_y": "0x5212e7e52d54cddf866e4776d99b4a21f97a2dae635afa65d6e03bc737535df6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xc3cf07faf801dd00700a224c3b3ee19736566c4b55b7cec50b7c8f211d08fc11",
          "commitment_y": "0x6ae8c6675665b0ae9c907fd2c4f91cc201e0ea72e2c1dc95eb91feafe3fd3a83",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x26acda34b1457f874816877377fb5f223f717bd434b27b33ed2ee9bea66a1d81",
          "commitment_y": "0x185600311487f7cdb89dc6da2f8492a75b9e31500d166fa213c187dcc76b952f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2c5f51f55a088d68df7f842f8c1fb2a072ea115c6a8558daf9243306a3698225",
          "commitment_y": "0xa85cfaec75abfadf23e961ab017f86627507dcd2c40d75698991b2e9fc9abe6f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x513b973d2ce4c826d37286cf1213a1b930c845c431c560f7bc6a61deece414c4",
          "commitment_y": "0xc07473affa2f2f30e8c50bd8898ac3c5516e504efdbfbfbe4ffff628201b3a26",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xfddbacc723c4219682b6a700d3ae6585fbec4c4aa86c0af43e33912d7cb45343",
          "commitment_y": "0x93b53a41cf79dd8bf77a5b88cf041aba506f5f00b380cbb5dc160bddd5638d1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6b07081548a563dde9a72510fc477172b688c8f498d31daa07396bc428a10b2",
          "commitment_y": "0x6afd9fa00637880a39f9e6559c83e6c4dcf2cb3fcdabdf8bf43d0715c38f0cf5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 13,
      "present_count": 7,
      "highest_severity": "CRITICAL",
      "merkle_root": "5f307f5e4ace79ae775f89477060f61d873ac1f933b952b58ed0e7a230de0f2f",
      "temporal_anchor": {
        "anchor_hash": "a8314dbf2ceb8f4155b7106edbba5f5345a979cb845fd530c6bcdd2d4645da91",
        "chain_height": 531451,
        "epoch": 1791417791,
        "previous_anchor": "eccfdaab42213a0417d7d20fc9f0014cd84e693bc73d6b2bc07c1bf2af669db6"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 13,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:12.208518+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-1f0d5020c48e579b08029a19",
      "version": "1.0.0",
      "model_id": "MaziyarPanahi/Llama-3-8B-Instruct-64k-GGUF",
      "observation_timestamp": "2026-10-08T00:03:09.840087+00:00",
      "observation_epoch": 1791417789,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x96442b478a3b9af81235551317f50acd54d3954ff4a687291118f17e370e9382",
          "commitment_y": "0xa2347eeb2f3aa9139cc2414c6754f34e07758eb78ea6cf52fb2db03431dcd9de",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb1cd7ad40a5b3fe8d84688494e6780585b7c54cf255c061b66bcea838dfbc51b",
          "commitment_y": "0x1a673cdbe8d16c133088a5985dc48eb57c515db91df6aad8b87a639e7829c146",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x667be39f2bf92133fdd88c9a56fcf0fe5d0403e179fea7c80422784f1d7a99b8",
          "commitment_y": "0x99f345d31ea9d60aaa6cdb17d64119e540321a61f44edd349b2aea1f6018ff09",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xacc2d98b0da9a0c815d0945c8290ddeb3bc222c166f60b2aa19be2dc09cca32c",
          "commitment_y": "0xc998c6e8098cd89637df1222720e386e0c8e8bc3836b1309c95e8e1bc0ba6103",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc4706ecb66377925f366867e60a76648da2e944abea47feb98f4642394fc2d53",
          "commitment_y": "0xc4576277a9353efd02a2a12682da57b86ac86e9b73c9183c005c44d7a4256969",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd6ed71d5f012e60f9cd88bfbddc03a4254d1771c67aba68a8d6302d5921a57d9",
          "commitment_y": "0x127c9c3edb24760cfe6a6aad4df2cabba58c2543ae2899e435a155a37c9541db",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x8c8e1e85aec2c15f46a126aa197817eb67f868226706b93e782909c007e033b2",
          "commitment_y": "0xd04718404bec4bb498095d246c03b41872ed01268b7dfa504c4823b5b4f27405",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa34b5ee3aea3e631a49b6b92120a579111d126bcbc42ed223cfd7d5ec16d8f9d",
          "commitment_y": "0xe788b5888bed5947208cf78754e2951baf3ac24a886246fe55acbf171e757683",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf5a460d970a61e1c1b85304abb14b2c16fe11432314560b22258ea7a3088d836",
          "commitment_y": "0x99a638f865e96ed786796c1ac2daca9a084e010313b96a00627a76cffe3ca2d2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd156178fcf27fccfd690e611111ec0ae2f575acf3f8ed91fff6f18f4efdd2d1d",
          "commitment_y": "0xeb7005e4ca1601d1d118daf527d250d3967c2990225aabb1c114f119e8966532",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xd877a040ec0da488acded42d0e0f69f3ff3b459d46beafe77a1b5a8cd0643318",
          "commitment_y": "0xa92e1b82883b1172d5a1c82d2d132de43bf7a4a3db4846938129ad31f60c7b21",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdb6d1b606e7f4ab625d4a5edb4a4d79600678fabe07fd61ac16da5a9e98b09e3",
          "commitment_y": "0x45ea7757fb01aae626af74c7fcc4e6121a525edbbe7bab36afab3b27730d5aa1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb2cfc1d029eeddc1ae74103e82948ecacd26fb5e6c8f2db9ec55bf8d3ded775f",
          "commitment_y": "0xd27c2ec196dca7688c14651ec56925720cd5c85fbe126f6bff65fd4b16d9610e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x4adf0617845057bc8c829e26965c58beba324829f08d5f21e330841ae1169d6a",
          "commitment_y": "0x1009b5335a960c9da6a3d0087dc57fa9ca33c3f19d093bbad0a35a41ae29b091",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9c1008d556303c9a683e10445107eb608320f7c1443380b8253f92da746ed2a0",
          "commitment_y": "0x94823cc9e3ec71d300f060af9a72ea22dd76130ea0ebf29c0b74c03e923b291a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb8fe87a5623ebde4e7fbbd966d82d486d3239e6f5584395c6c7cbe60518f01ed",
          "commitment_y": "0xaf0e283cc9d48a7af9000849e97dc321247c283f55829f29b2a27bba97f7935f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x43f6e84a4d1e547bf24dde58471eb17dce0424cd160271d67de915bff43b9b31",
          "commitment_y": "0x13fbc2680b12c9257e201c1554c7bdd83781f53b516d7ab93749dec74d68d4f1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x72961ecddb2ed3ad2ab79436e83901818be543ff9cbb31b5f9c9dbf02aadd99e",
          "commitment_y": "0x2bd878c2569b047eb01916c406561755d0846ba4936bf26e01f81ccd1ceb680a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x7fc482d70b26f44d735074d6619359633dad55d8a19abdb4e99e30eac012fc30",
          "commitment_y": "0xe194cb4fa018bbaa71be00ac7bfe745b0b35d48375a67acf3dd07e8cec7fa100",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x71ab17cfe60266fa16d5778affa131dbdd706aca304cbf94ed095ae4dea55937",
          "commitment_y": "0x81808c3cf655e70323f16341a03dd20af7eb89fa65d51ab7d89df24823449be1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "3bf4e4581efcb430ce10c0f2b904d64009259399776b167c183b635cce5391f9",
      "temporal_anchor": {
        "anchor_hash": "eccfdaab42213a0417d7d20fc9f0014cd84e693bc73d6b2bc07c1bf2af669db6",
        "chain_height": 531450,
        "epoch": 1791417789,
        "previous_anchor": "c299b65673614c715b99e2ba75bd5c52cab733733227dd64f26950c502889ff5"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:03.317226+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-d3f2115a3d8ce85dfb2642b1",
      "version": "1.0.0",
      "model_id": "lbk413/test01-base",
      "observation_timestamp": "2026-10-08T00:03:08.339271+00:00",
      "observation_epoch": 1791417788,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6e06cac87afa87011c0bbcdb19f29f3bbbc90e4f1ae30ebc396e71273abc7d2a",
          "commitment_y": "0xb9cc75aee6a8041c0c923319b0ce322b63737e10ed467713b2b034ab38689c90",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xefc20821e4e74314ae3d8eeab38b0551f9f0604169d5af78569c750d7140339d",
          "commitment_y": "0x8ef2e4e0fbb5343839ab108e6ac94001482b7e5d6a1480ecfe6d9f36a082d3bd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x82f29cd4c2dbc561f205e6cf86669bcb3ebc57f6b62dafda93f93e69985c07df",
          "commitment_y": "0x4e370e5df1e95dd8ccd467c054de343e40e71f2e54b26bf21da22f7010b8ad8f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x786c2d1da1ef32e8c98b8705ad6623659fbaf79593666b0ecbe0600e6706429c",
          "commitment_y": "0x16a669f9a971986cd5f1f930e24c2435028d432c544950a0a385c694cdd45633",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe8bb83a1cec3ed430ce083d2dd9823b7f3fbb0fbc50417fc083a6830fa9e2028",
          "commitment_y": "0x3e234732c7748fb985a5e3683172f3c38222f5968c6c6ba8adbc391a171897dd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xeb4cf98060ce7eedec1291f97464b41540eca649b6458560349dd4e3da78904a",
          "commitment_y": "0x2247f6f814fbade6c79b51da8a3121d1a9fc9f4e1a7e9bd94f56f96303370bda",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xe9c3c6f77a4e80ee3b78f47d6d5ebc821dd648d042aac42da2cac04e89b6f9c2",
          "commitment_y": "0xbeadb741967ba97e5433075b4aad3814a39f6df304feebdd8d29984733164f05",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x11396bf0f9c8463717907020dca16505fdc2c12da4261603878f07a7087bc278",
          "commitment_y": "0x383d61ae26be1986e7da1218adaf3ecbbf76ab6c590aaa0a1a93e046a20ab8bd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3adffa476eec16a6fd161f66152358466df3eff9b2f076a08c6d54b8c36dc67d",
          "commitment_y": "0x7d2583ead68d5c41fc1e3935cf5cfaf2ab8f8a5d859515f9222a2f764352f19c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb05a854aee1363d93b3fa507493295e64a8cd66e6406c0f7cd04a9100cab5907",
          "commitment_y": "0x58818a034ecb1c7ccb483b6294cb8663b4bd481eb79cc13cef6ecea2cdaaeac6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x744d64b11ddbde68fed10a76087bfbdb0b6e37de18750611e62915bb5625b951",
          "commitment_y": "0x28df1b23933f6ce94260c97156f0495bea3f0d20e103d8c87f4f1a8caa1b1f93",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x111a4f33822b3ee3bb2013b026591e1ecfd4685668af9d90311dfd396a2a668c",
          "commitment_y": "0x84c647a630068ab5f1d932b72de1ede087f50354737e3e65bd1b5e50caea93c7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6855911db379fd28c09cafc74c7e1ce35138922a680f88bed4e35589db2778f4",
          "commitment_y": "0x8978644e764dad2018894d1e4c6de145f5db6d12638be1f99f8bbaf784b458e7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x94ee9e2423abdcb94f1c96738b8331c8fdf38a30e3dfc8dbfeda8b2faebc6ea8",
          "commitment_y": "0x7b556c09f05f01fd17360a48f84d080aecd3590a68449321574df1624d70d7cd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x94f939184890e9d7e6deb1128cf5ea5f1ad672780741863348eae1555f04e4b0",
          "commitment_y": "0xf7d386289006d16fc97caf07c63c501a18cb71bcfbe912bab7172eef430db5cc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf4bc34679a9fb9f93aa98747098fbb062f595669726fe182aa0751103749906a",
          "commitment_y": "0xa439eff1ce720ecb756789461263beb194182484b35a501027f9c95eb7ea5177",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x51c01778f721f87d4656411749afe68d90711dd205466c39b40ffb33da274b93",
          "commitment_y": "0xa69a32ef28a7853512deaa438ae98d37275378cb02bd929e6d372cc2e61cb757",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2de82d2627ec2409296102ec7db572607a3a033df8f756d3c923a35ae00c6923",
          "commitment_y": "0x9498c58dbeac28dcd5154d6314cd84b21f55e0c8b80822cd126cbc89cecb480c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2932598f66104ed664968ab2b2ec2ce8829f31ed7507320a5e3eefb12cc29669",
          "commitment_y": "0x259cafc50d9785c59b9c8b44ae19044754f1af4efdb5d8bb500e535dddd37434",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9c05be6c84550123aa12655b4b150026bd99f4db3d361280f4b73e6ad294b124",
          "commitment_y": "0xa4ba2709ee908348c15ba22aca7c33492d89916f5a2a683a260cbb633901a360",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 19,
      "present_count": 1,
      "highest_severity": "CRITICAL",
      "merkle_root": "b7be2e1811a9e434e5da02407fe67848d924607df90b2e570cd2d736e5378561",
      "temporal_anchor": {
        "anchor_hash": "c299b65673614c715b99e2ba75bd5c52cab733733227dd64f26950c502889ff5",
        "chain_height": 531449,
        "epoch": 1791417788,
        "previous_anchor": "dd34c6bd31ed1a4f5b616a4984f55729cb5d530106c77eafc739241909a37118"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 19,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.600862+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-32ce8271108b35b421ca836d",
      "version": "1.0.0",
      "model_id": "alimudasirpcr/cv-role-classifier",
      "observation_timestamp": "2026-10-08T00:03:06.724992+00:00",
      "observation_epoch": 1791417786,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3c1ea97d6aafa8bce457d5b0adb0b9af42bd6bb0c2c97369fbf98151de27d4fb",
          "commitment_y": "0x7e54129dd5866fbc6474407e3838bb53a7585e5fdfc91448bc108783c6c4dda7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd59a841dc161e38dfc7d6ac45e3525c682e5f77c68bdc7b00feb06629323cd8f",
          "commitment_y": "0x980ef68b3847950acb70cf548c3da88e849e5ba23b454a156490e6c69ecb5d5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x4a72e8143c42f50ada9cf7f1b4ba9dc44b9264ac114de442b3f4ce620102d640",
          "commitment_y": "0x1a9742c45b65f9cecd1609ed0da9a70d39a077bd81d830b679d02e3878d61853",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc0dbdbc94fdf23be1a5f7189168e3e5105d86a75b1cfb104ae0dcf8f870e0202",
          "commitment_y": "0x6b06acfc8301fd551816aae44df683a00d904ab3ab590f8abad7346bdd827cec",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1526e0a5a5a70a1e6bb22f3104a709bd229b2c4490f1c1048aa77931919844f5",
          "commitment_y": "0xb72a37e691b7b1cae1566f0871348fb33b01acbabbdee9480e8eb65674ebf6f3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xa818d023a2eadb3ea4f9392aaed903fcab191b14ecd3fb904f4849d25751a56b",
          "commitment_y": "0x26fd40f89af3e90d653327400bb4b1a5035e0c22fd015767db8351ba06508a02",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x9cf404d8f4f0bdf448d30c47a52fb83b23e74f21cc8d8afe365b205da533991a",
          "commitment_y": "0xc91f04e34f0f4bb24d377f2cb1385f0b4fc8752c2fb76d468e160605d5a5bc2e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x678a08f977147f4202cf15377fcbac412b9404e1a60a8b76b7dfdf5f804413c2",
          "commitment_y": "0x981f5d3d876683e6fdd758995b64f1749c77c522ba42f6d5d7d9f7a02a7565b0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x6b062735274412726a8edcd64f0ca0d85160a386564ee0649c7dd3e59c6f063a",
          "commitment_y": "0xdf3b6e10356b381bfbc1fd7dd5f2a54121820f751af3b25988e719fb2457b0af",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x46e4cc98cbffd691aedc15460a2d5ddf6f91e78d922dea106e636762377943d6",
          "commitment_y": "0x43e06645e75a86ebb007e5cfede62b7afb228850ef7986dacd21c5e3cc926edb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xa06d13c2fea5350e702f3882c9d18a98268a6472c0d4bcc18d6b7fee5e1714e",
          "commitment_y": "0x879527a937c9e3edc7a314c8c3a3496df821dd38be16eb93ffe70e41b9264f97",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcbf9cb45163c5174f3dfd0141099b6fb518076916739c1de9c22c5066977c3e1",
          "commitment_y": "0xb5380c17d385500a2c6ff2512d7118131126dd5fade809f88b68eb114017431a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x2deeca8956ea38bf7d4596907716d315c82e823936398bff716f6b850b44a6ce",
          "commitment_y": "0x691699bc9334054a55087baa6cdb1f71e4d749bd182ce837d66762456f9a199a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x811f2150bf414caedb6257c982a6d2a328c912a20601903982204944e6c9785b",
          "commitment_y": "0x813c4f8fa1f4759ac661b92340386359271d9eb9a0d9ff042dc8d3210876fe2d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xc82c409ad0e513ad0c9fbb0f03969959ff325eabfd106b8cd0cc30178e2d73a5",
          "commitment_y": "0x169db47d42831f34b3007b423c9e687f5afddb5de7467c7f9e7171c9a1456405",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xa03d539b693b5901175b920b89d212016aa66216c7c91c539fe8f191098a1ac3",
          "commitment_y": "0x2018735d24262844d4aa3b96a0a6b1021a6c9963d18a95a5cd12c016a77db009",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5fea89113ac0a47afdd0fff67a8ce1e6218dc9cacfae0447c03a704e81825bfb",
          "commitment_y": "0x99bcfc021d8f6c1519f78a9cc87baf115eb4b7153d4551e89e53dbb6b12451e2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xd8644670acc9c09d4169d8849e44a1c750f5e9f8686af16bdb634c3e44b18a2f",
          "commitment_y": "0x7dd6a7b2d44fba32c146a397404512652e470df599571d9342e4a74a36ec1141",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xaeca2ff334361754c2e6cb68229c3985b947f8efb74fade3097cb2454c2b9b1",
          "commitment_y": "0x3345dff226c97d0ef12cb271d1f75c2f42b6b411fac9a1fb5f92e2b568c9175b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe6b9b531b36e5b96b38699413d14cdae334fec17ef5a2301c1f92f4d135663e7",
          "commitment_y": "0xa500c3a07a16d57df8cbf22f1c8b73d89a3793c3d740ea49020de3621e588eff",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 9,
      "present_count": 11,
      "highest_severity": "CRITICAL",
      "merkle_root": "6a4137aa5dc80dd299d39eac4e0bc21daf55d64a9ec2a6a91d4736aa12d31451",
      "temporal_anchor": {
        "anchor_hash": "dd34c6bd31ed1a4f5b616a4984f55729cb5d530106c77eafc739241909a37118",
        "chain_height": 531448,
        "epoch": 1791417786,
        "previous_anchor": "4690f13d9c4cd0064d1774775ecf82bd3666c365a66060c628564e0e2b7a0c22"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(c)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 10,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.434475+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-d8311ac70de571cdb6121bd3",
      "version": "1.0.0",
      "model_id": "Makmur1001/SIFOOD",
      "observation_timestamp": "2026-10-08T00:03:05.145116+00:00",
      "observation_epoch": 1791417785,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x786f66ae5e7b20043abd33ef5f99f368c714e8fb2e372bb0f458c2845b77971a",
          "commitment_y": "0x208eb5b3c0e9fdfaddce0195788ead9d93bda502b86dfb317568c49a6e4b0a63",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x474896a415327bcfaa052a15de401289b5f25aeb2c431ec9b7f6c2f2cdce2325",
          "commitment_y": "0xb1473c0c60b42d7f6b9d6a85a084edbac0c048427a32da39cc27d90a2e390435",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x97be9a4aeb21007bfdb53698a9803ef9cca37a8dfc35c9ec3dbc20ab185dd970",
          "commitment_y": "0x366c9f0f45e9de11d57282fb90f6c463c6c12290d8e9942d6c57b1af9f9a2937",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5b089510cebe1864566543529ee13f445085b4f3f0056646159007f56a66a3d2",
          "commitment_y": "0x7e8c6c4a0d54159d0a4c045f20656e80a38f72817ab87c4606affa36620f4ea8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd40a6ccf485cf3118ee8aa02ed4b0ffd4f4b49892a343f6e8c9dbd4962e1806a",
          "commitment_y": "0x92d263a1a57db32af50a55e1419f6512cdfbf5f49b3aea567ee5e70a728609c6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xbaca5ff8546c7c90ad7c74cf2ac7da5351b8d95e3cf6932666509edf1498300f",
          "commitment_y": "0xab8b73b54cd5fddcc7bf27cb8a37beda5facdff98a1b309751cdcf3229d1685",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xfe997cb93f3248bb8da693bbe0d4980e32a29d7f4a971f41c24b52381c90f74d",
          "commitment_y": "0x7e9586569861d77ddb0729680e80ae6e0a9022ad04fd58b437fe6ad66045f623",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8620a8822772d9b7d727e65c3c259fcf6f30feb5d856d29a275169f9e89624f5",
          "commitment_y": "0x735ea3c3e7c4df7379b5087f1692e191216cd41a8aafe5ba644f7fa3e7253ee0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x1c104425c98a1817935b1e6e46cfb95efc4cec07104ef1a1b39d3756aa99f7f",
          "commitment_y": "0x8077bab576c2ff93a01290460a22e4727f1edb001e83b58d654867f535d2c19f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6e0e5354ba6f5f93c04b686bb956170fea6f1cfbfbbe699565f56a50a1ae4443",
          "commitment_y": "0xea2af39c2b13cd2b3da8d053618cb1867b91b5a5e3db94b99fd166723ff16170",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x57f7c593d8e764baab09976ea2b5a65d74c6f3abd5fef56eb5dc23acee56a562",
          "commitment_y": "0xf72357dca690f0c4479ba6c315d02b238b79ee0a4e2dd4983f766823055ef190",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x853ea3306f2582b21b657363152b38439f0b08b3aceeb2909cc98c012ceca4aa",
          "commitment_y": "0x6966faba3905c200bd2d502b93ca0de87a80b376a62e79153e5c9a9c33fb2f39",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1245c1c5af824e12d151b209b15a97946dd9475a4c93ec2ace1813837d467be8",
          "commitment_y": "0xacafef7f8667ae5f66f88b8f493665f910edb365ee5e0538753a0acc2843fe6b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa1a434b32d3ed2af51f8eaf442bcffa2dc31b61b210828da03cf387f2f6c5afd",
          "commitment_y": "0x1319f96d15d606d8787a7a2bebe34d02dacacc020fc3eb8f84a9661a4756e059",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb565049b3be69889e52ab3d981bf8b2896e784f5019c2c8acc32af0e0249d1e6",
          "commitment_y": "0xc58db115f3563c38585636a27956fe75ba12ca3baebdc968053db7a937446dc3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5618df6fd7c72141dbc423973074016df7fcb42590a65cfc28054ec703388c24",
          "commitment_y": "0xe60e1ebd2920eb94edd88de1f5f40cedccda71539c5fb40d6534f90083ccaf55",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9aab880123165594327ccecd924340914650ce5d810fbda290ec89957a6a39dd",
          "commitment_y": "0x72312f7ca98787a31ff39740aea891373500220e186f8e5ac4c73178a9ccfac8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x19e64419934e09ccc8cec00d8a5b0db2e3b84c611fb0700e00bc8437123a8b70",
          "commitment_y": "0xecda265f7b87dd0ec543fb5c0bdd33a8a82147633ae579ac5d24ad59cb5e7e22",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb70f040ff34066e9fac711aa889cf0d7cc18e942e595bf621e731ad83e330d96",
          "commitment_y": "0x23250dbe09df1f889ea3285d3709aff460e870df6d70548fcee5bf6e735adb1b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe1ec98db9a5a91b8266ecca7521cae4c505de219d695c0e0c845b2a66ec5b0b9",
          "commitment_y": "0x2ff1b1ddc2072d70d254b9fe10e08851958e64c528acea36b6041c28fca18394",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "19ca3c16c3ea889be884be57034a27ea604569a5ceee5c74399d3796214fb2db",
      "temporal_anchor": {
        "anchor_hash": "4690f13d9c4cd0064d1774775ecf82bd3666c365a66060c628564e0e2b7a0c22",
        "chain_height": 531447,
        "epoch": 1791417785,
        "previous_anchor": "e4477a23b0b6337df59a7991250ea9c677ecc46740a30789b09b6b7090774a27"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:03.281003+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-c8106134f5921a6263fbf869",
      "version": "1.0.0",
      "model_id": "optimum-intel-internal-testing/tiny-random-internvl2",
      "observation_timestamp": "2026-10-08T00:03:03.462014+00:00",
      "observation_epoch": 1791417783,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x450c9906039abc559968ff378facca335ed76538c15dbbdcedbb0479b5d0a892",
          "commitment_y": "0xbaa1d11a9c71ed909db0d95f942274035a1d89c3591b242541eb1ab739abb55d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb23ae9c2eaf175eb3bd2e30736ff283d84a88bc0e38b135a36deacda81b74eca",
          "commitment_y": "0xe542afc08f33d212d6097a9b5a36586d64403bbbaa546c2118c7796d6801f41d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xadf6d8a2018d381322b435d295d7906ce5006640b8dde79ab6310cbe05643a56",
          "commitment_y": "0x4462e08a2d9171b895fd4b9870571ccfcec0f7246c9c33f8ef253457d579230d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7fa3dd49a01ba73e95a6ff2f590d3ebbfd699555bace50797c3194597ec693ec",
          "commitment_y": "0x4b94f9e26511320c64e897bd1579d44828cdbc8bdfad45942d32e7ef84631d70",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5cef05ff6167c54293d17b26a2fb4c866fa613489fd7aeab9fa6d5187ef687d2",
          "commitment_y": "0x706060aaba9e1fbfeb302b39de9ac4ec98919fc56168ebc7975120732eb19",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x7b011445da58d227df9d55b33a9f3ceb18c3874747ffd3b2940481ae391bdbf9",
          "commitment_y": "0xc054bc820b8be3e69176443603aeaee0a49a89b8cedb421d63766be1f252a106",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xde62882dc1688bdb9e3891e5e629b92eb8ebdda84ece3f4c8dd7393c760e7145",
          "commitment_y": "0x99a91eb8124104189338ac8231efce35572d941e9952e33e43d9618ad0791f69",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3d0eab0d4cb0401e96997c02c02e260015a6d4931afa063fc5a356e9cb2dd328",
          "commitment_y": "0xfb1b8fae8588e4a3d54780054be05abcdf8425985a91e974fb28bd88848e9f6d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x93ef0270a34e76aab1a61dbb764d9b008872f05ce67792e41ca9688ee79d7409",
          "commitment_y": "0x986cbdf0a8199c76b73fe9a1bb6ecbd322cac7218729611a430c14aebdf23613",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3ec03e608bc032263a2535409c001a17bfd3e7e0f486ff400e8188b3448e356d",
          "commitment_y": "0x13fb69c94a1518c7b668187333e6c6c0b882b0f29c68ff1bfedbedadecbde535",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x5c9f98b100bab78dd74717b7ce4f7d4e6455d3be82eb242d4cd39a159fa8193b",
          "commitment_y": "0x5030c4673938cb3dca296d41c4b345d55db93bf6bc10ce4256bc07d78954fa1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xefc091eec31759453e02d46e2d28cb502bec5e218cfd38b5e908e4969827401b",
          "commitment_y": "0x1502b2dd2e433515f572820a93b06caa6686bb655fdcabbd72807842e8ab7e6d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xda662f1dcc693413e7e615a6b0efee3fc9b53a38dd2bd963ab1f09839b117e7e",
          "commitment_y": "0xa09adb176e0e579ec30ff5b6d2ace9aae4635844f8ca96f621f8c8408b4676b3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7ad9e8753681ab6310f6a6556db54ff9de61058c64dd5e5a15f66e41662011e0",
          "commitment_y": "0x9ca06ef3b3dc261761f7c086f661fc3e48bd4aabc7862a3d2ddd3e8603ff3390",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x483a84f56286dcd782c4734aa3df73061bcad5e019828a8de35641c40a73c59a",
          "commitment_y": "0x24e6b66f632ba163ea3ca5ed1a3ccd21ebc698612eeff49f8ee2aafc1c83c1df",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xae3e57174f133192320ede3b170e18fae56c7e6ce98a9e6b5fe3769cdb8a65f6",
          "commitment_y": "0xb631b68f726635ae1950c3a0640312a6940314303b8aa614bd96fc51318610f5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb34dbe62a993dcc58c05397c11f2c0a7666d56a13ac36466a06e694a4743645d",
          "commitment_y": "0x9caed0e8a51003e33029fa055d256d91e67d1475f74c5391e82fe930c4417f62",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa7c13874a7172d6c60091c582d0ada380532e060c0be5c696dcf1bd8dbf47619",
          "commitment_y": "0x3746968a55a1cc6ef00259cd43ece95fb8b9c2f9ffe64c0a01cd2980015c267f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf77c86a5727e17fe929a2b75357d8fced6adcdb1503c12405a7f1fe2f88a675d",
          "commitment_y": "0x885e861b79ad8df5287b576d817efdf0ca106c7b5757fe6803581406d6eae6a8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdc7c8446e7509f5bc2ca8929e30f728b70cb61667e7820da307b252b9fed095c",
          "commitment_y": "0x8bb858ced28b50594c6a807759bac4622f80dc0903d81ec0ca621548e55df925",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 19,
      "present_count": 1,
      "highest_severity": "CRITICAL",
      "merkle_root": "28cce7ed04ee9a54d6a34fea51b27c24d6535e670e108b2c7c257e586f9b05f9",
      "temporal_anchor": {
        "anchor_hash": "e4477a23b0b6337df59a7991250ea9c677ecc46740a30789b09b6b7090774a27",
        "chain_height": 531446,
        "epoch": 1791417783,
        "previous_anchor": "b92888b1525f5e384bbd06f64011fa9b66b5ac081e243b99e8b1c0fff7119388"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 19,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.507914+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-14515a9ba0091f24bdfa1809",
      "version": "1.0.0",
      "model_id": "Sergei-Durgalian/z-image-nsfw-loras",
      "observation_timestamp": "2026-10-08T00:03:01.865098+00:00",
      "observation_epoch": 1791417781,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9982ee3cca6f4b74d4854d62c462661fce8a7297ec6bcc0fe4acacace28a803b",
          "commitment_y": "0x2687bd97db1b6d13723c1891eaa75c2798a8468d9f9b4a3004d42455499b6fee",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa3ed410dfcc21d8ea82e6a7f9954018cc7be9275d5fed9102e4f1c31b68668c2",
          "commitment_y": "0xae523da190e3eca350001976cee3f78a09ec78946934947dfa0781b3162a612c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdc90e8a2ad555cb117bad4f872cce987b9770397c5da0bcb6d5f1902ef74f20b",
          "commitment_y": "0x73cc56cd389f3212936e1852833ef6f03c597e6197b60aeecbf46f77264830a0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc0c892922ac6f069b87e0e6aaa82602987e5b4fe42428832f4f568b6aa683cae",
          "commitment_y": "0xcb292852b83774c3939f1c0809a9f5b38ae317db1d9e386c7aba5950d2c89719",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1258c9b21be4630d38e32cbab530437c23e4e16186517223cc46f55647fa6a2f",
          "commitment_y": "0x59d004e79f015c6b746711a7579e532df5c4bac8d8a1c4c2c57c390c991a084b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x50641564e138ff762507cbdbfccd64e0721c0007bee3bea8c2892c17bf2bc9e9",
          "commitment_y": "0x1444c7ce8b0923bdb8d0b728b6b059a12ff2747bd870bc3bf844a7b7ea9cf465",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x91e1dfeed3347fa14ad96d42145b2874587dbb1148d706a1574d4e34ead69226",
          "commitment_y": "0xd15198ad5e4c79de32fb148a5bf34184dbe1121c45fff60eba1ba6eba579b41d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x49bfa91519db3cfb78cac074ad3d99217302a2e484b1b652955164b6772d8ca5",
          "commitment_y": "0x623f9f69e7d6299269d6ee9a02b5c9c788719d84a7dfb7494812dc4aca151b13",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa6cfe997984f52397c382a8030861b8bf2fc61a959714bd5855a1615693d378e",
          "commitment_y": "0x8aad8876850366ba1b2fc68dcc6f33dad5cd26cccba4b2cde20fe7eba61f9b38",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa2bba1212f7193c5d7ba0907247d7a6aef6fbdaf1f0f154284f963da2815c636",
          "commitment_y": "0x67b02f7322aa1d2ca5566e7c2cea12d76d96acdb3f91f215d7b77004ea8188d8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x2131f4e7c177df81669fc16040650d9c6845a33ef71838067db68f9bbd2c1415",
          "commitment_y": "0x3f5764fb4edb0ffb6ea3426d82ecb0b46b4d9c4c636360d35a8b34e3422d2c6d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x44819a80ddabf13631ca7910ac5586a0dfa873edd8d39c0599b89eb2a5f36a83",
          "commitment_y": "0xeea7945809333b2cb831980f730ee6e2b30dfd3c21d01aa8d57011a1a1a071e0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xef59712493abe336e303db2a97f36ceb36032ba19b57a30c5b1a769de0366a9a",
          "commitment_y": "0xc8661aed60d7d065b8baee6d99bb28dc65cdb5da72d7240e8bb70262038ae4c2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x52f63b732e4a785cb7c13d70afdc4c26e83cd7cc06e948a713a8329c4c2298c6",
          "commitment_y": "0x81c2256a8e61ba83a0a65255c55e14489170efeb973570f3e710a02e085401b6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1621de31680375e47c43f7ab5852ef2a79ab2e071526640ee9f1538c80277e89",
          "commitment_y": "0x39fdba326f7f28dc29d7f4ed6308b6eeaf100c339206b50500292ee0d8c833aa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd8de3257ec8f14103e6bb97e0e76252c23b34665191061362066099dfac3f488",
          "commitment_y": "0x20c4e414bee6e0d6b9a27b63792b2cb4f61df6b2a75d86115e0710d7b705771",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9d54cb18e0e77705c17cf0ab2ca667574e0b4116854a2d3d94bd43014825326e",
          "commitment_y": "0xf69dcfdd0ccc75943d88c7f86a8a425b14fc9d560bc5621efe7266c85a49d9c2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf27247199b416b3f31a00a82788b284de8a6c9459f5723cb083b037ffe6a6508",
          "commitment_y": "0x5fc21fd8a11ff6f15085d5ada0e5dd105c669b04b789e541fa3e2e076573643c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x82184b05fa93381711299dc2d9f8fb9ea3e85abcf790aa08c4d6639a9da19f43",
          "commitment_y": "0x55e2292f2e811abfdbfc88cc17b2ce12857b49f6ade117ef4453b4f9db5ba25c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xaeaaf6796b6e018532b66962f2176235f974cd181af560d0c70522399b708898",
          "commitment_y": "0x198aa55c5111481c47f89f330479a4aefacdd0f46f4c3b108da59b81fb375f11",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 19,
      "present_count": 1,
      "highest_severity": "CRITICAL",
      "merkle_root": "7bbb43baccef8f17b4f74c21e20eda9907c9aacc5b48f6b275b22356489e618b",
      "temporal_anchor": {
        "anchor_hash": "b92888b1525f5e384bbd06f64011fa9b66b5ac081e243b99e8b1c0fff7119388",
        "chain_height": 531445,
        "epoch": 1791417781,
        "previous_anchor": "c147b76abebf219162004e371b68c8303c77170d46e31c6393cb45cc90ff2d32"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 19,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:04.850981+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-a761ea3f851a28f00da5af22",
      "version": "1.0.0",
      "model_id": "apple/mobileclip_b_timm",
      "observation_timestamp": "2026-10-08T00:03:00.257884+00:00",
      "observation_epoch": 1791417780,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x25c9b8a298f296de1e3534e539e6b2f2b0131baad84a9d3b342179dbc9e08ff8",
          "commitment_y": "0xcd85318f233471d26d4c247518652bd0e307622ed88ba8010a50aead81474329",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2b8390d789f690d95c2f64050083c394c60202fce544c21b96023ee53ad14f86",
          "commitment_y": "0xd8ceb2f16f41f894b0546e864bd62c3e062e73864fc4b66792ef93163f1c1c8c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5fbd7be9bc4525cab8627f02ef693048cd34924312ac1173194a3dd54d95942c",
          "commitment_y": "0xc5fbc75a23c777b543cc479e09e6fbe7682a12281fd9dd0c3af5341e49d83293",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7fdbbf342346d0ce6ca5a32ae41975e2ef17ce2ad5da5b612d0e3092c1dadfbb",
          "commitment_y": "0xff148ba6d29ba0ebdd72f9edd744dd64233ff79e514c7f99fc69d0994e0444f7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x91eb8f0b792d5dc5b09c408553cafa9cd514f5bedf9cd430434efd996542c6db",
          "commitment_y": "0x9a8bccbb4882a40fe2512a06baba65f32e10c10eeee7d6e127492a6680f8ee",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4b3218219a8de41a24d93494ce1553f3102cf5900891f022365492668bc489d0",
          "commitment_y": "0xc614acc5dd3de5b1473c6acc414393402686096e7a9e45a00e3deefbac02cbb6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x5ae1ebb65779c386631f728995b508b8d37c3c408344b51f71362ef89a8a8e2d",
          "commitment_y": "0x71a2f1da46be6984fea7a841ef06d6d387071131a1f8b0ceff52e2d506b45fc7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x47e17977da1602797e1d7add5bfb8a11f3650aa8aae781e88315d3d556b64926",
          "commitment_y": "0xe7174181a58900cf68c5e89d40617abc4f7f50e2981d39a1e2e77624e2cb0cfb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5190cb2d7b2201bdb926cb94b23ee1110ca25936d879cb5c5979918fdd8a5c6b",
          "commitment_y": "0xf7d63bde6ac29226281f565e1a3fd7860ee6cd93b52d61ea4e02391ffa3bc07",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xab277471ad2fb46ca66d5b7d0d3320b400a5620127e40a9bf303acf4a8875fd1",
          "commitment_y": "0xc345585c888b2fab961a510e87bee58d0e4492bba61d8cd14bcd653d39238223",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x999655e02e6dbb305df50663a29c5d510207be9323e00bf41d24a558f2a5638e",
          "commitment_y": "0x2f4df7b325c08dd77a232fdb1b4830874ce5820f07e4960aed9c05d79842209a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd787452025cdc70a056961e89ed12e05cfa8df03582488c1a682731e13399c39",
          "commitment_y": "0x7bed5fb8c8645036a52e431023d6dc2dfc498870dcf6676f914d2872d376eb32",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x14535fd023c45a8dc8ecbaa097d866f0703555a157061a7e0b62f78abcaaa814",
          "commitment_y": "0x64563d6f20473a1e5068ea668df9b6fd3fdeb86f3d321bd847e20d00b9a82cac",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5113570891061a15e37b876655eb1d2cb61c9d7ee4794262c4ecab5e2b24c8ae",
          "commitment_y": "0xc351ceae451416811a934e62a8ddf10825f21ee22fec1a6b8e8ea9b69a0cef8f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2b4d12befb4aec7b416cae51ef746727bb00fabca6e335144838f62a6f3e64ac",
          "commitment_y": "0xeba113673a9a83f8f95d819bc0848b9d01f5c70e16a193a89d1ee413f381a1b9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x1ac7e68dbd35bc544bbd7874b8bf541e45408f4ca5cf68f570705891aaf0137c",
          "commitment_y": "0xd2c87ce495e7e97141dfdc6c6f3185e2df9781467bf3cb969c7c56094456401",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa90d0e1919fc7d2e62c5c5d6d3737ff66fe6bc0bb355a53885d501f3c9d4db9f",
          "commitment_y": "0x6c29b56733773ba5cbf4943f711ce2747e58b3925756a08f45073c9db6c3c56c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x456340a2de7fcab6af0d6b530c1d9b31f75ffc1e727481caa7bf9885ff0bbe85",
          "commitment_y": "0x447a1a52d7ac97cabc288ce65e85063755b6565d9c2b3d9d7f04fca99e3ca108",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x7c2cbe5aab25618ae363780ce2fb91ce8dfb902038b25cab84f1ef89791ea229",
          "commitment_y": "0xd279999e51129d8f78807b0b51127ce92473e3282cbde1aadb1261b387d0d6bf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9c9348333a44e9ebce7a5e1c228c4e55a48495bf10dc1f159c6f8ffa98911cb",
          "commitment_y": "0xf4a9e7b48b1c514471abda4354875a1a34956ff1bd087a7abfee9cffe8d350b5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "a5e746ae4af2101365c8dfb39c4fedde15a1df19edbaee00cd453eb5066f9fde",
      "temporal_anchor": {
        "anchor_hash": "c147b76abebf219162004e371b68c8303c77170d46e31c6393cb45cc90ff2d32",
        "chain_height": 531444,
        "epoch": 1791417780,
        "previous_anchor": "006e84b7ea724048ed4732e9ab5c50bdab452e31994e2f6e4bfb3f7eb511f34a"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.875516+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-d0b3a606d850505d01bec6b0",
      "version": "1.0.0",
      "model_id": "Avaneesh23/Lightmind",
      "observation_timestamp": "2026-10-08T00:02:58.685963+00:00",
      "observation_epoch": 1791417778,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc2f2dcf435dd4cb7b79d8d2bdb2a4cc4a734db6744fab8a03d81a909352fa604",
          "commitment_y": "0x7ea8e942cb5a5486d818799f3cdb78aed1680d7744d86daac6f95786e6bf4dad",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xddae6dc30a8e27d5c1e10f259040aa18a78275014c988314fe506dd02640a8ff",
          "commitment_y": "0x3fcd623458b6d4ec01171e0c741d848cc9c62cd6be9c16cc9dccb7614e98902b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4588bac2c09d790da5b8cb5ec98c058437a4d16298fed0b98ea9ee562ba19493",
          "commitment_y": "0x9b95836f6c955d080814e0de2534bcfab78f729152176b18adf505303b3fc79b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x839ba0e80fd95db95200cec41ff387664bbfc56d0cea34fd77dfba2a88f97eb4",
          "commitment_y": "0xcdfa31b3507162f6a9cb1fa8593fb9c8ccb4106b7ac08e3380372b508582622a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfe54c8289292062aa8d7de2b4c858327855687abf7c770d9458253642f15685",
          "commitment_y": "0x7975abb2a305a51e288b01e0d1ebe7e57057021f752e6bd2a4c2a92aeb329713",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc81f0c4700ed852c10e8200867d7acc1de32b9b4a6a6cbc81ee59b91776e7d86",
          "commitment_y": "0xac8fbea8c0e0d464aa5760f6952b80273fc74d164ce9cc5dd0fd305c884f2eb6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x86c6f3539b96f59a4f26665aed0808a1b32d7c817fb6b4e623390a4817c3cc66",
          "commitment_y": "0x1c8ed3cd16a054731aae73b40e38ad34628bfebb298aad709ba7fb9a55112077",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3e4b6c614dbf0cb2d04363188a5f192151c36011d170297e0efd5bfbc298f7bc",
          "commitment_y": "0x3dd39485796755a3664e4cf067efdf8a50ac96b8efb45dfcf595fae0657849ca",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xbf5b88d87df572e101881b28a76d0430a9f28bd1dd45118af4eb32247553331c",
          "commitment_y": "0x9e40fac772ede8ed6ee6ee396072aaa52ddbb2711142ba6921a46fee99064646",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xff9ff0e68d6a4ebdd5c9a92f44d5c0abc02169899e8a53431f28efd37c810467",
          "commitment_y": "0xf2458dfe0d05f738f43a9a3a189f529f85a82353a8a6c800367add210d3ae303",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x10ca7c6b7c1d17cf32a30b1b3e742a2ae056805504ef871b0e6ffb5d44f08666",
          "commitment_y": "0x9bafcc9ec2f3cbd62cf2713422834cc2473694a584a912829fcd741f9addbacb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x16e2841700f9e993532af4161fae125a33754a3358aaad4d9d3fd7cbe41bbb7a",
          "commitment_y": "0xdc3802c7297b72cf79a9f1b58eb71c86050291afc2abb149d1f7719b1ddf335b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1e3abe78eea20bb44db3c2f7def33311037c1ed48986ead6dc4dcf92923deb37",
          "commitment_y": "0x6d4eef3bcea22752a61822b68cd91047ca252c41acfb4c231424d1f0bf0439b4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xaaace2c4c457dcb69631b85334a619da888f95c4ca1380fc34119ba71ae82ca2",
          "commitment_y": "0x287cca51d7117e6e2a2d4528498a7d82cc41d405f9e246f3a8b86ba09a98ea73",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x1a5f182e79b7206d9f624217baa32e73ca437d5c1097be7739ea3cf46d663870",
          "commitment_y": "0x660c68df9011d5fce3908fe83b6ba081fe2ef8e6a436b040f39f461260f75fa8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xaf09cca9e5673790203b01fca688fa8316892733794a8028f7cad7ff325406da",
          "commitment_y": "0xcdd4d9e5ea34cf8c179cd7cad42a206b8745052b3e212b8e4dfa4ededf6df129",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6f81978a91dab5879c7cde822e82d1546e3d609fdf4a5a1d6d3421437976bbbf",
          "commitment_y": "0x92e81af74cc7329f55df8380ccfc85f3086a6a0d4fe7b79f6110feea448805b4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf246d0b8ef937d95a14d0412b64acdfb034b8412bf1eb693d749ceeaeac8fd23",
          "commitment_y": "0x15f15b50e673cfbcf8552698c84c5990ce54a697b7aa0355c2a7549b50a181e8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xaa7cc870a9e5e6743b33e45bff7890248a785d7d6c7ea150aae09fa96cb0fa63",
          "commitment_y": "0x71bdcab1c96efc37588454140ea149a2228028ead1e71720f0f616c64b4d024f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9ee5de13cba830a7e72f5b5174674b914e3e174fbf3eabc8e4fc408444cda14b",
          "commitment_y": "0xc1ee0d9529e8d3602d8e90cb757778724ab49e9c8aa11b28d4b5ce0981ec823f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "dc4ee5a6eec77d9e3857bf1d20c59e63cd9e5c945cd412099ef23c2ec54606e3",
      "temporal_anchor": {
        "anchor_hash": "006e84b7ea724048ed4732e9ab5c50bdab452e31994e2f6e4bfb3f7eb511f34a",
        "chain_height": 531443,
        "epoch": 1791417778,
        "previous_anchor": "a2513ed8cdacef426bb4ae81000ac7d6e4df24d76b379c4ad3495916a992ab7c"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(c)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:01.502972+00:00"
      },
      "sonar": {
        "provenance_hash": "6ff20251a657e7e807364b26fb05ed4f1466484b515d60aff709adbc30c9fe32",
        "provenance_score": 0.4,
        "base_model": "meta-llama/Llama-3.1-8B-Instruct",
        "license": null,
        "training_section_present": true,
        "declared_datasets": [],
        "top_dataset_signals": [],
        "scanned_at": "2026-10-07T02:11:17.829068Z"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-8b08cc2ce543346d6f0a4388",
      "version": "1.0.0",
      "model_id": "nvidia/Llama-3_3-Nemotron-Super-49B-v1_5",
      "observation_timestamp": "2026-10-08T00:02:57.097125+00:00",
      "observation_epoch": 1791417777,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x552f0b6a5fb59fdeaa740e8289d20fa09085455c47919a4c96666914ecf5e16b",
          "commitment_y": "0xf691488fe3437c0cde22944116d6dfaa6d2fbf7b2f0e18c71a1f253d062e3974",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x796797ab41ef5473505ef0a051443c30cbb10608e3ead47604b6347eb80a4274",
          "commitment_y": "0xc750b200d0c943f8cfc2fea6f2e7cfc0b091c4f18c4b5f44173c51f4b810a322",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x35e3bfb1bb5a237529bd066ad6991b839917270a5cc7002dd8ba7ed159d9e9a4",
          "commitment_y": "0xc376b15c2af2a4790692830a72b64817acd0edb5081a4e79447ec7160f6fcc52",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbc981f85969dc47311560e199a98ccf7f75ea75e914129067c8d5fa3bf4fd56e",
          "commitment_y": "0xdd4f0a17f644332b0477f273fd194c0dedb5a2baf72682fcb83f13626da4749c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x24cf495ccb7dc1d6e83f880c6ee24879ff49e361fcc378833a69defc3f1a1d4e",
          "commitment_y": "0x2c75799fa0c27804c1edd38cbc3e2183860c196641736486be6f04d1e36617eb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x7e109e88988135b4bd7ad28f7f8d7e2d53e2acfba9de356d68782a59d229d170",
          "commitment_y": "0xe6fda5b688689cd91edc1d160584999bc85130e6fafeb46786be51aa01f42ce2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x2aadb2c1440172968eda9532aba31d704b708a22167696473a8488ed8297135a",
          "commitment_y": "0xeb9056900860ffbc43d18933751c9d9dccd3913992d99913f2afb92848146d67",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdf817590369a4ab6bcc7e139a08e509c9d3db9af095edc43ac2446bd9dc24bf4",
          "commitment_y": "0xafd1c7a27d72d5ccf1a38ddb788620d585aefc9d1471de808a049ef7d7e461ea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x704a04ceb3564ad1725459d8b7e95500554eddeb78223b09b89d35a6d53feffc",
          "commitment_y": "0x17a3aeeee2aaad920da47bd4fee1d820ad2d55232e121599887ac0452ae88942",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x71388d3d9181d908b7939d8dc4cb5527a1efd3dfa509d36049dc1befa0949cea",
          "commitment_y": "0x9eae5edeb670488edf4887e8574f25983c22b633011cf96c0cae617f1339fc31",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x2d190d99af60b66b172fb59abd7e6d45a85ca85e4440128de7e4ae3aa081d74b",
          "commitment_y": "0xb9a67b4c2ddc898744144cfcabb2dbf59204f5f4df058bbb8617b12b97390580",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc4cf05b4cc2072360ccb7192153570b033b87a1605922d0cd6a68a86c6c93659",
          "commitment_y": "0x44936d49dcb49b8ff7e03ff14a4cd45f42586487b4a8a59ce14f25371a31a14c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x22dfbaaec4754dd399bd1abc2475bb2be05a9367189895693bad1484ff8127c9",
          "commitment_y": "0x81f28426a9c8b5bca681bb93a26567ad7c41285a6c79e855e0f0470762dcf90e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x80c0b21aceeebca7f348842f481b945a1e9226cd749a93d86357b42225f71835",
          "commitment_y": "0x8b0426c38a5500f6b44225d944ff63114419cae2e84a37ff7e900c6dd5391676",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x663fcb0f4f7811644ec70577c6e63a04621d477d402882f1e320403f66744b4e",
          "commitment_y": "0x68a1944824da292fd729cb43a3bb51101f7185cdddce6599119ce985214e80d3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x6298d0be9807460d7ccc37fd7d6f1b1126f4a7b38e12381ea909897a98cbbfe",
          "commitment_y": "0xa2a3b315ac7f9d5a19aaf6eb109c46e2092f87d3332db4ba1018f732c186e15d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc8480a9e26b6b9bd588795a140511116ab7f158f95196ed20070da0bb22f90c8",
          "commitment_y": "0x3a184b8cdcc04d45e4983e4fde3c554c2a8f98b90f4163b1554c3ab8b004585e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xcb17102279888e7b9d7fe3278a8a3b8e1af9f2a9391aaecaf2ab5a81549e8380",
          "commitment_y": "0x90ab7fee3366dc7afbbfc999e5e0a2ce331004a37088dbb8b423befe4c8fd2ad",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xddcc0bd119741e07464d6bd2116b9b094722aa307f081c25f8d69d4efbae1146",
          "commitment_y": "0x2eb21d0eeab8bd16221b283094fd2b3a96af60f119b855765f4b7fa083e41442",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc132bff1139abbffb8fd08a199923e18003380e4129b83e5409fff0cc0f3a000",
          "commitment_y": "0x313b7ee5e9f8e84dfcf056f5992fd4c72014facb7ef90d56acaf92ea9d14684",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 10,
      "present_count": 10,
      "highest_severity": "CRITICAL",
      "merkle_root": "ece2c57afb652ebe86b4cd856b1708eaf881852d1663987390796eae2afecd55",
      "temporal_anchor": {
        "anchor_hash": "a2513ed8cdacef426bb4ae81000ac7d6e4df24d76b379c4ad3495916a992ab7c",
        "chain_height": 531442,
        "epoch": 1791417777,
        "previous_anchor": "4c6f94606d7cff2585117793ecf4a28a6525bc8c159b8bc942e86d6689147bec"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 10,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.115069+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-6a0648ed18f824faef4f05f8",
      "version": "1.0.0",
      "model_id": "LiheYoung/depth_anything_vitl14",
      "observation_timestamp": "2026-10-08T00:02:55.528832+00:00",
      "observation_epoch": 1791417775,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9ca157979c5410c1cebe75a9528a96979a1781e5a88ae906fb3ed781ce0d8a49",
          "commitment_y": "0x2a2def37fc3992a0073fdfef1d3225f089568a4c86bfe4b2e482bb00e3536cbe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9804671466bfae9a9cbd788a9901486a41b38e08d49adce6217de94d6e0f7e5f",
          "commitment_y": "0xa41b83bccffcba14c908e4ff263b7b772e2e51c6806da1a44e69a8af560b6fe7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1869832852ead9499deb53a23ff7cfeda9b2d69458958444c13c7bb3c60b3a1",
          "commitment_y": "0x1909c817ae08b139bafb8e580795234ff798be3b73d6347bf14813a2186940ea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x32199e02757ce60c14f63e46cb30b58c3f117344affdb7610bff0d1bc0bcc674",
          "commitment_y": "0x6e51cb2af736dcaba4657c329b2858bbbb07d7270ce13ae4bf891ef88f4b1460",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x24ece5488d2007b3333818ae7e5bc53712003502b838363a35b0acba67ac20c2",
          "commitment_y": "0xcc936695165ce2f4fc61d101e3181470d2352dc24d7be26816e63b6d941604b9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x62ce42fcb02f6d107483e03a095e3e9b54a838627235fc49933b721c831de170",
          "commitment_y": "0x1f17c515c082cafb636384cc943121ddba5b6e68568892568a882fb9d1a6051b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x618ae3290a23a3982b2074ff7ca946e7fd767027ebd581d25a220dae6d000db5",
          "commitment_y": "0x8e851c8688087532fd487894b7ead9892705dd7a2bd707921c4a0e499b113cf1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9fc00bbcfd9a6bdcab9d03811ff3dae400586511b5e6ab7a9da35a97c5f8bd28",
          "commitment_y": "0x7ceed6391ac241f22b581498a0c9de6adb7318f3183a3c0c798b4324387942db",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x8c37c276da8b9acd4014e4173203c073a7bc557019041cf9762172e53d6ab2b7",
          "commitment_y": "0x278b15b730e4c5d2ec70684161f8e26857315dd98699537c670272314b1f8822",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x371ec75ba70c95662744bbc014be9c3a40ad5e270b41948850dc7ce27514f9cc",
          "commitment_y": "0x19e86f77de19eabd175215fe60f1fe92647524900da3be028a398246eedc5e0f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x892d02b0d46f455f416c97ea8eb5da0213d8d93d653d3505f2a74efcced45d73",
          "commitment_y": "0x1ff817795e79d356a17da0d6d013a85572b28ec9a92daa7e51cf66272eeb2a4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x146221d58e8dc240eb02ba96bd2ab8fed8bbbf811ca8619bdda88c8608c5a07f",
          "commitment_y": "0x74712711ccb354b66b66bd0c1efa36aba4f920146717c9e0e5d71b2968a51da3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xad7d17eca5a135155f5aa37cc04753ac17232b0028dcc037ec5879ebc8b0548a",
          "commitment_y": "0x6abeb08d0dad0c410e872d329c345e15a57bcea448b250cf299ef204e7d560f0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x81006df94d8187416fe524ca8bd4d143fadb67c744bdf96723706d5bdfd6b823",
          "commitment_y": "0x7cbd03f6b074c00c0921bfeb5699860ec381e5856eeb47c2d70d44a67d65ebed",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf3f03dcc474361784599a799f9c84d933e1a555c283625433cfb4d9e0ad52178",
          "commitment_y": "0xc830848d13d8084d9fc627ec12ecba493891bf1d5fcf3bf06520e5b8d78c96e9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x63329a5e129b63067b1addc8bf7f3f021adea53a19b3f8f83bac079ce13cb9e8",
          "commitment_y": "0x706c9c9786a17be248a76a1a211dba6a5a60d78a0a6020ef99499bbd44fa2f17",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x59a95785342b41d93f470de59b2a3e6df8a74f6d33a7a4ae03347fcf762d373f",
          "commitment_y": "0xe912ff7691e79bb18c47fcb1007c85cac7cdca537cee88fc4918bd142f8107d3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbbfcfa5641d015fdc6c5de648c4ab54f1f5206b8298450aed01ad29e91ed9be3",
          "commitment_y": "0x2988a55360b39959bc101821cfd58433fa171d51d7f1a350c92192c1c2c10ebc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x697072a4c4d96654483646cbbc8ec9350d42efaef5af5f86470aed3a1f02b848",
          "commitment_y": "0x3502aef0c5f65663cb0217006d8ea6a879efbbc41e43c3116d797ccc8eed857",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8e922abfe2e101e8d20a9c3e48028f2482e86d32e28996c70e378b5337398dc0",
          "commitment_y": "0x9c59ea5d75d0c4f8df60c013fca62230fcf38494259e9c214e0dfc1bf7bfe841",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "be38489b8204f9fef4fe329e6ec36cc55d35cdff26d21ca4cf003a32b77073e1",
      "temporal_anchor": {
        "anchor_hash": "4c6f94606d7cff2585117793ecf4a28a6525bc8c159b8bc942e86d6689147bec",
        "chain_height": 531441,
        "epoch": 1791417775,
        "previous_anchor": "371780d498b6ca1e19704ce318dd2e11f88383063ffa3833989440b6ec8be8c8"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:03.195256+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-9b893785b443c51de4c38a7a",
      "version": "1.0.0",
      "model_id": "microsoft/LLM2CLIP-Openai-B-16",
      "observation_timestamp": "2026-10-08T00:02:53.971384+00:00",
      "observation_epoch": 1791417773,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x17f185fed28092baeec90c49289e1178f19dd2e651d20807e09232574f2a926c",
          "commitment_y": "0xb3ebff97fc9c35bcc902f212a6d946fbf8072ce61c8937be4039a4dc13f0fc89",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x91214d330ecd2e50f329e808f6e82499d7bf7c6fbb1679faa906ca80d6b5c218",
          "commitment_y": "0x32b231aadee2b12b25ed30047e2d17ec0614692f428bf59ff24e36a0d8a1e061",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbe5e9d286162c6a5d61f10038fde981c9f9b30937ccaf6cbe9ab5b4c2c850e0c",
          "commitment_y": "0x41fcb79646347874be30f25510a66ae492972347dc1d50ada932242fa61e5646",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x184b2f55233f3d492f815b9a1b62de6a33bf40a873245992b6e19742949acbc1",
          "commitment_y": "0x9018e347f250aad6e00a381b8158dcb1741597562699cc03dd293d0b310fc521",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf78a27eb63c204adfce9fb82022aec74002a96f505e0299a05a044bb8e1b642d",
          "commitment_y": "0xb92e854e4354aa1e684eafc7ea9a74b381502fb5a0045c4eb1a9217e0408a6e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x37e67c16a269298d451ca6f62432c6e1f925f64bc4bd9083c9792fdb30b136cf",
          "commitment_y": "0x3b4fd59c1cef141c85b925e197c7d36aa316fd725819884101aa63195c67a902",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xc16ada60d135149f209a22e61eea5db026f2be568fba528ffe28c37323dc21b7",
          "commitment_y": "0x9e536a4696c15f61422067140c6cad51ffd114a30fa33141965bade509b67191",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x69bdf453249feeaa9a25d2daa0bfc329948486c6a0ab8655adaf609037fe28a2",
          "commitment_y": "0xd8d87355ca2c84f4213942e33752723890ac681f996bcc5b3d984d9703f7f6d7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x60add756e0d612fa9e83b2f539eef83dc692d4d83c9e477a4bba46f168276db7",
          "commitment_y": "0xd1a5dd27f5797b416d62098d0a7e02d20061113830a17e5ae62bfdcd71c469b8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x475dbf3f159a16d387b28845ea2ad4418ae09708ea80f1ba7e3bc9014abfd49f",
          "commitment_y": "0xb8c787ac965e8efc0085110ea90910a8e0f04c23136021b5533f37c48d37346a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x4f69ff4ec3c32c6077abc201ec38c57121467fbd14621fdb65b30d5f1d5d72f4",
          "commitment_y": "0x789c50c1c4378f6a9140b83eb3abe6bf409d67aedacdb59e1a82cbf19717262d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2ecd5ef7c2852ed40e6c24852cdc4cd3ee3476c7a828daf2fd3974e220c9815d",
          "commitment_y": "0xaedd0c117a016a65df3ffdc2212974dbc1cb703f3e9b4909161648a2a3cc3224",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe0668613ccc3c7663b13547e2f1fde33cad5378bb0cc03e7c9d26b6b2b9b91e4",
          "commitment_y": "0x31bb2606f6de7f3c5017df0adf136e22b6e28559f78ecc24ee87abdccd611af2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1220c4a40dc16dc60854f2605614d54325b9e1d680a44dd67b8ef4ea71e0b2b6",
          "commitment_y": "0x6aa659a82b0afa0dadab6704a26d7ff386f4b7668b59db0f94cd9bc9e1ed634c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa3684b7300be6a6c9409fc6513d479fc8d9a7f20224ebb623cc21164f2f46587",
          "commitment_y": "0xe2da6a9ab30defc15fe2b5ff18148cad87312f3f0dfc06a084fbf6c0d58cd523",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9e477d5606e6b0cbc907ac9bd9542e7ec434809b65cf61ce3398f7734a129440",
          "commitment_y": "0x7bf989d5d143bd138c9cfd0a3499e778b289e987add017e00d51a49259073b20",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa97d353ce3b44d3926b4bc94b83d917034b1fd7512c8791e97bda2d957ed3758",
          "commitment_y": "0xc004a609a7180352881721636cfdc20dc8f0baf40f0ff4bfa81483bdd101b52a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbe5d9daac6862ad05c59b6dfdb35a07418303192f573305c7bfb81d6273cc30",
          "commitment_y": "0x128062d87f9ee4a8301d55946e8155aae248cb4e04e10c4f3043d462f25900c9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x71923a0e90f0d4f6087bf7e83ab60c9c7785fccfcb7067ea568d4a984de60e62",
          "commitment_y": "0xf3b1554ff94b62b4c0032472ae0e4b8efeabf281ebf2cf8a97f23e4504bde979",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xeb5408d3ff77d4420196ffa4c7d27bf9a19066b7a48e10d96057ec092aa2a46e",
          "commitment_y": "0x19cc3c390ee1418a910b15cd0652efdb31e0aec294c687581bacce1bc98af9df",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "b082c0a847a3ddf86f820670d6682b5c6c0d337fe7f906fe4a0936d941940807",
      "temporal_anchor": {
        "anchor_hash": "371780d498b6ca1e19704ce318dd2e11f88383063ffa3833989440b6ec8be8c8",
        "chain_height": 531440,
        "epoch": 1791417773,
        "previous_anchor": "4f96557e7954cbd137a8c21666525e3771f1bd6144ed6982ae84130c81c03b29"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.240080+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-2cdbc96d7b7dd10436aa7dca",
      "version": "1.0.0",
      "model_id": "mlfoundations-cua-dev/qwen2_5vl_7b_easyr1_63k_with_ui_vision_and_manual_label_icons_yt_lr_2_0e-06_bs32_8nodes",
      "observation_timestamp": "2026-10-08T00:02:52.389499+00:00",
      "observation_epoch": 1791417772,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x55eddb49449144cc118e00db27f17dec59d8ce286871e15a35d0051a8918a1cc",
          "commitment_y": "0x3f189c3ccb6668851c609086e9c52f0f8568802d91a98d95cdd0ff0971a51c9c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5e99932a5ae8486b0c371410c2472a5d5dd24ab4b19b9bb309d3482101d89dd8",
          "commitment_y": "0x8827b2337c5d9e856ae2322424612f33afcba0cd9fe343cb5c2d551c45d16e0d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb3c37e29e02f59500a7d844703c72a81ed447bfd85357aaddb44f5cafdd410a4",
          "commitment_y": "0xc9cb2e0d1f7206ce7c0417925c15b2ff13752304f64a27a3f719f37b07f529e2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb98204253f946d231333827f2f14d806c4c0fa0d22963056f34010bd1f0e89fe",
          "commitment_y": "0x48f68a0ea0c136c2a513fb81e7c6b306d32c717d609f2c3324154a8cf74545b6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2fbf82d9cc17cb3886bbc0ef56b32ea205aaf6a00c60aff422107945421e7c6e",
          "commitment_y": "0x7d21173278cd2505b235d74119d3dcc9a12aff86ecfc54f3276abd0a6f4a5709",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc228a41f8e453a2d317f1d1aebc8cfd28bacfaafbd33bc7242e500017e0c7642",
          "commitment_y": "0xb2b2a6e94198783984fea788744a49c6431cf313ffa26c5bbf3b83c6ea061768",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x7a947eba8b5c07819db6d0e532f304da285669864cd735f407f8d651fccbe8dd",
          "commitment_y": "0x48028ef7af8fa9bef23d8c92a0957e1639d6481fd1339590faedc5d8d033e240",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x38094172ca776c5de896d699c7db950f22dae2cbc5bd6d1e8709f60b088dc1a4",
          "commitment_y": "0x3661849d82262723601fdf5a2707f6c1d5039757bfaf8fbc41ca7feb22f30322",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xd0e1d32030bbfeb9bba9b7efad2d7271a1f459d3def5182a843f88e595ca3e40",
          "commitment_y": "0x436139904768e2f8db5f138771c6f98bf2481e4944eeffcf01f133418fd97280",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1d1efd81bf2cfdb21fc4e341e18b1a5c462c40877993862c245bb531a0fbb8c5",
          "commitment_y": "0xc5e0395dfa325feeab598b346b14546d88ad4443a749eb5ec980bbf784c9c741",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x7eadd63440aafeb991302412318f2e66ec712b604abc2d6b0b70af928153a389",
          "commitment_y": "0xfaeb27d81a00b5c2a8b6a7f88028e5fa75860a9fda95423fa8f867ce65fe4184",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd083e5036786b154d4d2aa26ce943ec34174e4c5392961f5906b121c77be3536",
          "commitment_y": "0x1dd128b4acb17b662e29eeb90385ef19417e6414d59efb7973cf276fc6fa70ad",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x842ef3fcdd24587bad565646bd586c6cb174b55269e2972b12a33bc7334ac5c",
          "commitment_y": "0x8c7e9edbd8df298f619ebc757915f76b08b95f8e5e81f1fb4718c96c3b53896",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x86e48f6961e4577b2d0a02d9517b68c8808a13a57d506600da5c6a7e68824e3c",
          "commitment_y": "0xf5d496490ce581f56992a9c95e961fa6193d535413c8b8fde742f2bc7d96e5cc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x7096e5457b78492303048c2bcc0c4526664e9a285345e376dd82d643c8600a52",
          "commitment_y": "0x8e0ec1662863a9234d7306bb04d9c3f4826fdf652e2be8e12f0e1eb867e0c7d9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe3386a644319d682379ce849f1d30dc8931d0b55200ac5eaab9dfb796a6a68ea",
          "commitment_y": "0x54fafa68c12289c437e92ab0ae00a006a0adc0ab61fcab0b2a0411f46b405298",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc47a47225ce11c0ac5b31ce934265e302d94ae1093318fc0f3df707a8d7f2094",
          "commitment_y": "0x6f7f28ef4cec6e1da13fccc5b8521f793177a5ac2c1b41be93824059fc5584e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x8fc8640fe49d00a8624c4e8f55f6dcd5452ffbd3f8cc865678f6017865446424",
          "commitment_y": "0xd40c11b7d5ac58e28422b3efd6a63fefd8067bef3a04f76213db78d2754a5014",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x8cbe336f69989ea49b2cdd3d8f109224a6fffb2a88b108b74af617e0d6aa7627",
          "commitment_y": "0x5e546523efdd0b522966bce19bc79c616a350c020148c64ace2eacbd15f5b3ab",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x148c839c5d764646bc7c3e2f1ec1e9f147b9acb668c7564350b113ca381b84a5",
          "commitment_y": "0x9cea516896a795aa98f23bdd454baee733d3431da963e4e1c3a92dc04c78482c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 13,
      "present_count": 7,
      "highest_severity": "CRITICAL",
      "merkle_root": "529ebdcae7ba6c2defe91a56cefe285bebbef3f2a675306146e39202ab208f09",
      "temporal_anchor": {
        "anchor_hash": "4f96557e7954cbd137a8c21666525e3771f1bd6144ed6982ae84130c81c03b29",
        "chain_height": 531439,
        "epoch": 1791417772,
        "previous_anchor": "3063c46a1158a6ad5a037dc3ed703f4c8a6b20b10db391e544f21b29e17d3798"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 13,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.522881+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-9584faf045259eb52367b143",
      "version": "1.0.0",
      "model_id": "microsoft/Florence-2-large-ft",
      "observation_timestamp": "2026-10-08T00:02:50.829090+00:00",
      "observation_epoch": 1791417770,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa79179ef87f1ea2e60ab463d0d9b492f01a4bf244a2030d184d4c86ce9237124",
          "commitment_y": "0x2c79638f136d6b3080b90ea49fcce60004daffa1476add899e7832ee801d747f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2fe8eee2877dec4baf18268306753fef0acb3d4d14dc7ddff73d4df4f53fab5a",
          "commitment_y": "0x3ae6d218ed43d95295bedffc1b245cda5e65f5de074b1c13eb66aac5f4bc8c41",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd98ddc32facaa1320517b9d8f019c93a4c0f689a3188b4543d3d1cd5a4391bc8",
          "commitment_y": "0x8df48d2cd222b7172973945bc8e7d9b3ee10328fb439352c09a238b9faf6c465",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x832983accad3094b2f0b473df96cf3df8374b3a9fa729a7bac43e381cd6f7f26",
          "commitment_y": "0xbb9ae7fa8e68a8b9be9674bd54cdb03a17562c22e3c0729136af43a56e9334d8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x66b32897aa9eafd89d405cedf13964a73c765ff1a0c01ee9e83e130915a4ef18",
          "commitment_y": "0x3aea1841a18337a8d221237afc3b94a5bffffcf4486005ce5b9111e22d38d976",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x47002d890d2ba4720445e8bc74e564bc06fb68a6a450bc974e93e5e97316b5fe",
          "commitment_y": "0x599a5ca49193eb31fc5e910fd63435d017e934ee4096fd90ced96e956df1e4b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x991bfba11961b89df05cc37f5a75289979e031cf61eed06418ac484ae0039b4b",
          "commitment_y": "0x731b698049e71b0de0436c9c62128364e9bcf4fd981cd2417aef3e890906d6e3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdba995c721aadb0f154918d9d918a99bc3b9980277bc278b63ae1ef7b76656f0",
          "commitment_y": "0x1c56bac652257cd82783ea5ae2994d770ac72fce09175fe020aa83ea3c973f46",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x8cff895f049634e05e3a7bc819086d4de8b3d3c5466fcfdbd12db677f1acbcdf",
          "commitment_y": "0xe5d414819a9dffd109e1e9b1d007f446dfd25cbe115b510d0497e6b65bc6999f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x82c1b22638de5645be36c79edcf81692054b846394770c210e428f15b6355122",
          "commitment_y": "0x4ee09bb422091ee958e2a99a74379522570637f08e3cacc97576a6c67c1319af",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x7b360d87a2cbe6014e846cc280de51cfd7813c903643a20dd656588b7230e626",
          "commitment_y": "0x203a2e121ec6c1b33bf2c28d378ebab4c15d3fbbcc5428bb257a17c9e0f7c92f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbb16bab04993a2ddd845239ac564e66a06fdb1b7106c1cea16bb69e1bf23ba05",
          "commitment_y": "0x211c68a2583abca12950a69fe3a2e16e6829a30157b3932273c0d9698ef57808",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbc089e21d778ad527a4a1d8ad12423741e487c8ed75ce7b420efd375e24e9df2",
          "commitment_y": "0x7482225f7258a61a2f1861696e0e42c1443116fea06d3a588112070133e84882",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x50e5bb24a64bb2eab881a68602b1786faab173eb2fe41f17a9f0478ec6b014b7",
          "commitment_y": "0x83d8f064d9f78d577f5070432e08795f7e6aad74607542d74d7e06518837c8b7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6d54a70910e966455c5c416ca510e3f5296525fb04b3ec6ab03a3bb6f0dade2",
          "commitment_y": "0x625e42996e24517e25efe25a777ffe30ae558ca42c34c29f8b41beea422bdf7a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x3cffc4395e223c33ba807984d231079181d3b1240f535c41cc8c70b61a2d26",
          "commitment_y": "0x54729cdb65e4840854406b05c056f381c24e0c21dcdaf85022e672fe9e099930",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb1cb142543a1e035cb85f15b54b435e8b31fbfe9592caa1871294bf48204f99b",
          "commitment_y": "0x226636cb4e185c546c77935ef6ff161b99d08bb29ccdab9c12bfafd75d3b2142",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xef6ca4533c0f41ab6ca588a28951dc0d8e82c6b9f99eae1e8f946959dd5723c7",
          "commitment_y": "0x133f57232e1f57e9f8dfeba007bacd0f687cecb77c0001f9f29d8838194d7761",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2b3a7dc0e8812a2c125bbde76c639e6fc3d6f930b88e39b64d6695950aba5ecb",
          "commitment_y": "0x8cdc01b06f43f67bc6bc78d5a4dd832e01b705bd4459a63c4ccbc20c9cbbc028",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x73f31408984f378092ca11363322c0b860d95a0c29a2feabf6fe1cf252df50d2",
          "commitment_y": "0xa8d8cf2e18c4416a41021972dca8dee4f8b2a2f9acdb86b611297c3050d6a9a5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "98baf7223666a5190e858c2a759e667761503fb6b2db61be41eec5b238f4b3c5",
      "temporal_anchor": {
        "anchor_hash": "3063c46a1158a6ad5a037dc3ed703f4c8a6b20b10db391e544f21b29e17d3798",
        "chain_height": 531438,
        "epoch": 1791417770,
        "previous_anchor": "9bfba544336beba84353526c2794a8448137b93849d404f85bdc7aecc497e7a4"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.238244+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-de9c2e05232042c238dbe05a",
      "version": "1.0.0",
      "model_id": "apple/FastVLM-7B",
      "observation_timestamp": "2026-10-08T00:02:49.256383+00:00",
      "observation_epoch": 1791417769,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x47800cee2f30029d544383cc093ed7c3cfd69ab6a2dd900715f7e4ca483fede5",
          "commitment_y": "0x5dc8db13a36c12bdf0f669ba52aea536c3cdb13359f03c4b3201429f75656f25",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd468d26490e220b362ce3c675164e726b8fb4300261cd3202f57176ca3bde15a",
          "commitment_y": "0x2e044c8e570bf170d5cb9bf8dc0717f57c13f5eb36bf406832bcb7022fef876c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x103edd9a23314de4173c596940417f306d68f87ca4215f7f4fc5def5f28b110a",
          "commitment_y": "0x4bb0b5cc4c3db67d2fca494cf48c64fe2eba19d8451f646df1ae09e611ae9f5b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x894464f8f040ce51524694b4ceeab3b85a4c70fa54269909c341cdd53b96527a",
          "commitment_y": "0x4005e4f707f37343de2b9bdddeac7655490d097724bf870ff1fac9c08343756a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1b3eb8ae2cda3e7e38135dde88b213d0efa3c402cc465f0d68ce7f89f7d86fab",
          "commitment_y": "0x1b4d1755c7f09ae74e7b9495e367ed2d415751ba75d556dae9a01d6f379ed0e5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xf28812067f5190b61a939177ef97dfb6b8a18ed6b776967b881c0f4f61014ad0",
          "commitment_y": "0xc272e56d0d7df151283de1c463c73b5265d92d26bdde39abae2476ef4471a11b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xdc98211c9d4a005be4c5c190863b8421b2e5b8a978d0e95b3566b874dd1a9e7e",
          "commitment_y": "0xc350f338524e872e60f79c8c836be1ef6615910586102cebb1903f5db078a763",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8b0d922a0533afd5dc9c2ddd65d03267e8cd266d912ab4cf4aad9fb937228b1a",
          "commitment_y": "0x51fbc670d452d86030f7cdef389448bd2bde0b19438d623a839725612cfe7555",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x410bb3b924789f69188647594995a87326be17b70182aee23871ca46a88025e1",
          "commitment_y": "0xf0f4c87ae0de95b645f21193b94e45148d2746ac93b9cfb73ede4c3c5d2eb57c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x854b074928afae07b295eb544b8803c25686806aaece8576d7e2160948da9f29",
          "commitment_y": "0xe7a8eb2eea69b872e74058679d83b470a096ee968f6fad82fc2cd0bc739ca7ae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xca92dc87abbc0eb728a4f1c75cfa1bd7aab508a12200d3ce0cf1dec29c09e8a0",
          "commitment_y": "0x102c9e9f0bc83ff9c5058070b6ca08f6b8850f582d8016f6ae6f01ade848d1b7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe0f313d38dc2bb10766118f9dc1e40efc2e20e4ff3a1b69d7b068b3b6a45f6e",
          "commitment_y": "0xabd1e393f543fe3865ffd2cdd2a317b03f19de5cf6a13842b5912303e72d9468",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6a336e13f0fc443379805ddc4adc4b026776ba680e0186271ce7286d41682360",
          "commitment_y": "0xe085bca0c282503b97b0513c158f33d4f359f36429c28bd632a9198f38a94dcd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa13c074581fdf6a8b40425108210c0c5c69a52d96c0dbb655b221e55847f4e07",
          "commitment_y": "0xf3481eb70bca893c4c76d8fcb27a6382b47e55df12986d9bfd14150440105c0a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xddeb5a924ae23ec714045ff725e835141c723fc9147ce188bc6fa45fb9db1d29",
          "commitment_y": "0x3c270428b133db964f8481953f23cdaf1eff5b25f7015cbed6b716c8d133bfc7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xcd67f4ab345c44b116659612a8051780fb4969aab86c16eb71d3ff3b2d98ed00",
          "commitment_y": "0xa40f0579f27a350b3d44a4e65bef17fcf639d8a01897e7c967e2b21cf4a19b9c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xecce4477e5c4891130c9886599ca076286062ca7b49ceb09825358b0f075213",
          "commitment_y": "0xff0b8c84cbddae1c02ecf3653e7b54783f752cf57ef640a0cbd8358357789aa1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6041024863cb529ea023f80dc9a16ad50bebd70b77a6fcc404cee07de6e51c91",
          "commitment_y": "0x5ee26b5584acdfbe0f44a93b974391c8fc5f3a00e2c0c5f97f31b25b519ae3b6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3f21a70bb75ac404c215a5cc0373497ea5374f4d2deb81359e646c0ff8494a01",
          "commitment_y": "0x972a48851f1f4ab529ef5edb6b13d05473650d17fa256f8efb95c01e2349eda5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb68d7508f13dcffa283bad54bb4ad872ac523dff3edf8f20db93ed2b8978e941",
          "commitment_y": "0x6fbeae18b46796445f977de40d684752b7d3728627ab72993ccb83b2f10dd751",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "d6961627f55069d43720a1db7459a42df7716c468b805a03d7061deb4f7a8626",
      "temporal_anchor": {
        "anchor_hash": "9bfba544336beba84353526c2794a8448137b93849d404f85bdc7aecc497e7a4",
        "chain_height": 531437,
        "epoch": 1791417769,
        "previous_anchor": "2a005ff84974274ed4ac508cf736b71617b1b2b74aaaa01e137f317357498dcf"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.791287+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-68aee67c1e4ab3ee39ff8594",
      "version": "1.0.0",
      "model_id": "menochoppa/ggwp-01-03",
      "observation_timestamp": "2026-10-08T00:02:47.755041+00:00",
      "observation_epoch": 1791417767,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2088a17b34aff8e8b60292b8fa03788e701c3459a385419a8245c7b7d72ff7a9",
          "commitment_y": "0x50edd4252300b8abc4bd996a8129c2e3a790fda162421c02f7ba51c5b12d2c5c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdb6d9e50475c3d69e2de088423ae1e295248370d33a598ca15cab7d3f01d96db",
          "commitment_y": "0x6b529eab50f21186bbded846fe80cb58e616c951132e1a157a63ec558d19b856",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7c570bc0c497c12d6cfdfc21ed153f7882d8eecca5144b4916bd18dd921522c3",
          "commitment_y": "0xdd5971bde714994dc8578a06e2e9f6b02c4f9219c8fcb8466a58224af2d90ed5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7d41c4bce04906bbb30fccbce4f18d18bd6d06ccb5e36d73f1e2b57cd11d144",
          "commitment_y": "0xbab14e0654fdd7e6993324666d9d4601914508e5d6ed4fde627f9eea7f485fe5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3e59e92adebb9e2128f13e9f25f36d48cac60fd4fc029020f5462d2f3d2d3c31",
          "commitment_y": "0xf732d1e701fc1e5f71c09b5198c9542392c7b5bbe4bc828cd19baa198e1c99d3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xeb6bcfc127fbdc713fba24f2bc027947a90c91e2018ea17a9298fe35f39ae6b3",
          "commitment_y": "0x66551f7f57256714cd23e59c949184f0601c169d9021b46b747649e23be8cd2c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x2848727bab7df0723cbe67e8bb455f04d93cfe0edec41202ace3c38a7a297d08",
          "commitment_y": "0x22dc6cf5603850b05cc5880f16e176638c20324ebf8ed930de08bf281f6ccdf1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2e68db8edf034757bcdd11e2d7d223289833659cb48cd0ad88d27ec8d139310f",
          "commitment_y": "0x54db4b4f0b4b9fddc7c648506ef7d00148acf3cf2910957f6042fed181607c33",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x8688e4a2b9beaa7da3e9e3a922dd200065993a9582a02ae274b70f922fee50bf",
          "commitment_y": "0x743bf4e54fc15db10f7afecd0afc48a5f904861fb372e04b380cd0961d3780f1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfb167af62d51fc04a8ce8fe05a1884cde2a10e4e9183e5190ff1846189c0299d",
          "commitment_y": "0xf6d9c782da2f68a3b1a90c4960d5b5d7412d3c28bae2503abf6c63c228959f7c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x598007f94454ccd469cde5348751a41d6d903b69f660185d98d342513fceb035",
          "commitment_y": "0x7d4b5fec0def491732b1e2b36736ed2dd52574720c806b65629545e896647113",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4b5a915391a1da1181c3a6b78aafdd8bb16b92001c3ec1f8602ca7cf4c67509f",
          "commitment_y": "0x88182d3de800455062eeaf59939edee0db604578abf035eea1b7332583fabf61",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb7a965a4d431733a8fccc65ffd3a3cadff0f18afe540cb6319dad91d36503e0c",
          "commitment_y": "0xe472872bfb6e5cc635298d4297601b0378d1ed0b8e876cb7f006bc49ef449ff1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x43f6bd0b476f79f31a6b021411b8a9e6d54fbc0c69294780942040f4a079adee",
          "commitment_y": "0x9678cfbe869a8da8e779aa177e7e94171bc08c95a349703dd0b0f0493d622db3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2e68f9947798892ba3f552ae60220f0b1c63862a9caefeb166009294d22c574c",
          "commitment_y": "0x209e45f7387c4221b7a7b4793df795423712e40fd3724a298b94f0e755a148ab",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4e878af231b0d1d2b4492a3d0878a954bc98fcd60fc8ca08ed6b7b9f21a01400",
          "commitment_y": "0x47f24da829286412dba325adcd3bd9fc3d20db3181bd2fb0c179abe9e3711e67",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x298b8bef281b0db50dbba594b7e05ac95b654a55c63f2635ae531b4326d9cbdb",
          "commitment_y": "0x982445c848700c71716341189e1235eae27f7ffcc42590c17d382dc87799c9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xce493b9fefd146df424bfb5e8c76854b3f47408746250731691781f534b81c57",
          "commitment_y": "0x4bc7b82ed0a07160d0deeeb659164b133203f8e3fc32cb8ec9eb1061c3a55bac",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb2e693cc2ecd51d3f25cee5a6accb42e5b0177414dcbc03b33e42aa3093f60c9",
          "commitment_y": "0x2e52bf7412a65783cc2e9a5c7c5b1237f1d119a9bb890983aaf5a4b9e6fd15d5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xaf8ddc7893f0ffc9bc0e479fcefbec6868c7033c67bd291a72df0a9f5fd4edb4",
          "commitment_y": "0xcf2a5dfee2a35d5e26ecb1e85deb8929a370527f9197b3340a70304c6545c90",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 19,
      "present_count": 1,
      "highest_severity": "CRITICAL",
      "merkle_root": "fd34610b66c837ab3bbd6ecdf7ff3d9b42f18f40f057eb7e34bb92c9212a8ce4",
      "temporal_anchor": {
        "anchor_hash": "2a005ff84974274ed4ac508cf736b71617b1b2b74aaaa01e137f317357498dcf",
        "chain_height": 531436,
        "epoch": 1791417767,
        "previous_anchor": "375618f4e70bda770075cb517a7e43f1130099764eb04aa05e6c14d388d69117"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 19,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.129018+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-3bfb9d2f4228616ee1b8a809",
      "version": "1.0.0",
      "model_id": "princeton-nlp/SWE-bench_Verified",
      "observation_timestamp": "2026-10-08T00:02:46.281949+00:00",
      "observation_epoch": 1791417766,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x77e79c41cbe1c4e29452ffd77a1d1495709eb350245533019da57083719b46c8",
          "commitment_y": "0x1f02aadd915a8ea97fc8043deb5dab505ddaaead239f582961cf74434ef325e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2962534c419da39175686dbecc87d0fab7b3b219bdb70212c016a525c20bc6e1",
          "commitment_y": "0xd7487c2fbc61256a05a0b07b629dabf1757df8bc1f0c79cc5819d817c76332b1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc81f89ed56b6c64b6bd84c66281db586abc88a0c612601aa07da6ce2e5d3db1f",
          "commitment_y": "0xc7048342ae20ebbf62bc4e91f2abd36e15883c131f3222926f8f574d54b2e8f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x740eb0719904f0977f44f66e438d79670498f22af38cd56bea0ea5fb3a21af3e",
          "commitment_y": "0x4bbc11f4b5b5410bf91193b90368b52d2cd76b7ede924ce7bf11f82ef751ff9f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5487870353fbe6cbe25da170b5a9650a9a9987405bf6e7c45ee2d96482184b97",
          "commitment_y": "0xe65d54187028063cc399f4a641b35cc7d770bbdf62b3baeccbbea05d8d76eddb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x802339cddb0a22af9499f85b6c62856fd2e5ca2a891de7684ba17f145de172ff",
          "commitment_y": "0xc91641b83ae2ebea8a4c2a5ff09e1341386fd0382d5fb85ccfde6e0da899d31a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x59a5856f470fde2d14b00fa50e3fe678d9a706a29071f0a1f17ad12d9ed88328",
          "commitment_y": "0x7dfd3e07f0f284617eab99c4800dcbf252b6f252885fbbe7bb48324bfe122187",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x44f1d2fb6f09d540a78ca5c19be877b0f2872d99d904208895456b482c8ebb02",
          "commitment_y": "0xfbb8a1afcb0743d51b2d1fe461e3b6626ecd26aafdd5e9a5aeaa3c1b1982da9d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf8c72793f39143b58e41b30301ba5fc9e12ca9f031cb101af7563b2ee4c24e1",
          "commitment_y": "0xdde68c17cb13eb4d2522fe71425694f503315316cf7362dddff64abad1bd2898",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x40ebaef183f90c062f83166e152fe2288be99d9064ee4af96a8318ad2ee2a68e",
          "commitment_y": "0x722f75220d468aef89391ab1fa8771803392da6df1f0f3dc7893a5995351fa54",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x5b4e82c6f026f34fe4fe5060f0c0d2c0935f6387846f322cb5bfee14cb742ecd",
          "commitment_y": "0x1649bee03251f90759e95ef7da2e2d0f04edc40fc1eb19eaf5c5a0b59de0cb47",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2bbe2a09a83f930d6684243bf5e30ac0296e1d1b8515087e364034eb3e5684cd",
          "commitment_y": "0x3eaa2f22b2fdee6a2e2971e1ecacacdfb8f4e992893abe2cb2e5c49c26239cae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd2dff160fb27a187db5eee90250c4c15e0812869ef3ca62631a957a98a0eb14b",
          "commitment_y": "0xb7c43bef8f5bd64f0e6850b654e0feb52698ef11848bdc8e59a6100f3f1c1ddb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x142eaaa6cf1a84fda9340d9351ff4cdea430e0f253f1b802152f27110a629dc2",
          "commitment_y": "0xb04dbc7d758cb5eae229aad361b4a833047f59df78afc9667f4c6fd6734d5e9d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb4933e2bfd42dc9e2ff98bd4c0bdde9e230092a09bfa5ab083d96c795354d53",
          "commitment_y": "0x49d0d6f76a823b5ffcf9212e28130e8bde401cc09f2002921320051e5b7c20e5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xcbab9032996fe1c233a1e0e1ed603a39f4be98be40c3683530628095eef395da",
          "commitment_y": "0x9ef4af79895a4e59b7e21bd4ccb8b62c813339e61dc485eafd7bb1c5d9b57155",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6a82904b15b2aa7e2d6c35afbe3c842f832b41d6b51b31155875820cdc191d60",
          "commitment_y": "0x596bf078d1fce6e52268fc9b80dc29d2f010d85e1c94bac0516631aa25630bfe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xde5d993f2c0c40d6cdaa8553e0fec6631f83d77ac99d79d1dd12f626cedf339d",
          "commitment_y": "0xa96762727f8dc41f4d9accdcaa322e0cdb00ce4c6dbda7ccbad60aed1da98f52",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x67478aefdb6681aaae4f9ed4c2e5c7bded3f66c1ea53befa18e69bbfb83cdff3",
          "commitment_y": "0x5dbd6bc996a85578ab82f2abc9e9c145f68518d3574882d9c33e84203fed6950",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x71e2a426e17f91954b38356600463f896e3f2734b89ed907625736574e096d2b",
          "commitment_y": "0x934fef498f1c223c6f181003e16a7453954aeea11df547070ca8e4527a9668c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "3b8dcba98cf1e056a0e0f82dbe5d2dff2bd7f99c9965c3bca1f9324f79ad5a20",
      "temporal_anchor": {
        "anchor_hash": "375618f4e70bda770075cb517a7e43f1130099764eb04aa05e6c14d388d69117",
        "chain_height": 531435,
        "epoch": 1791417766,
        "previous_anchor": "40bba4df120022decda3edbf80841c49b203c37717404d4c972720f25cb790ae"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(c)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.623820+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-fbed0b1797af906e5cb14975",
      "version": "1.0.0",
      "model_id": "tiange/Cap3D",
      "observation_timestamp": "2026-10-08T00:02:44.871377+00:00",
      "observation_epoch": 1791417764,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x394617a23b3cf570b882afbf17ab282dd87f421aefdfb6ff4c8af6e5b017ee33",
          "commitment_y": "0xd9e69ba0ecc79d39d94c1241aebdf20301e868a087f71225f777f4b52108e44e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5f25b3d095267b6f4b09c72676440763bcb1f9831070962c71fbfe5aa023c42a",
          "commitment_y": "0xcc1d1c66fd5eb65d67da1a221c0018b3d457cb6b4b9fdfb1077e5a3adcd1c97",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8868aa490204a13c7bd71067984b61cf2e91f7c3b9d323ad3d2f1f3f7f124446",
          "commitment_y": "0xcdfe6d8af2106b1b2ed0d3862e3e46fef1e017994386fb6122cb6b132ddf0495",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc0517b10499933cf2a43af5c0ee443194d88ef75a0734f66618fbe0f3694349",
          "commitment_y": "0xef085d34258fe7e46adef0edb2c7a59049ef62032462ced258cee2d10f0f3ff5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4ba17e9db8d58153bc1aea1947bc28f5a8b411bcff96bed4cfc8b6c6b0e3d8ac",
          "commitment_y": "0xf9540d8e01b7ef39ca501a98fd00923a87d9a2708457cdb18a5f71ae008d05db",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa9b0aef7b59c4c3689aee19a9d9070e7dbcbe19624c8efbfb27fde993a9f046c",
          "commitment_y": "0xb9bbab4b81f42194664f542ef731f2b75b7418dc7d23a8042c0faa43e29c8f84",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xdf33872ec3c22fa694d51bee06598a560d12e460d69818b2e51930e83609da54",
          "commitment_y": "0xd2ae047cda5653c82dbabc737a0c03e33019fa247c6f012fc483ba43436d4819",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3b7780919a053e5b4470ffd5f07931d5b04efa7ad4004a1f19390150d633ed84",
          "commitment_y": "0x84ad2dad49291d6b735c5703b0eb7988c2a255ea3f917ecd07629c4e591fcdf5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x603d22651253572da47542047e118051fd3c2fc97554629ba8c25a6819ab1142",
          "commitment_y": "0xbedfbd84e24c28c78afcbf12db5b1322e92eace28b5297aa5df49832b23ea0c5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x702a8934896c1e16d7ea8713755c1b29cf0c38d7ee14ad8c9c672e6eec145481",
          "commitment_y": "0xcf63532903d828a097528572b0ef748d64d42f68e53d0e05927faff867b0ec2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x580d94fee25e511bdf52f81b5d18cbe7745e22736c996a6ddff1e4fbd3db4895",
          "commitment_y": "0x3f7cb8e78b4ae0517382fa6057e006f028896f7919f18d679d739409aa95cd6d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8cfec1e8a8263692cfb27502699c74fb7669c07438972be2a98c5303d967ef74",
          "commitment_y": "0x6d76081ad0709343036940faec5f20667bfc4ae947819da50e8e6f9c3b45473c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x34dd3298601a8848e4a57b37a05ed305b479f49d2a65e31766cb7db53dc35447",
          "commitment_y": "0x5c4f332e982cbcdeab69a384bfaf7a271e9edbf6806b867d70849d9f5170b376",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa3515cf762d001127dd5d39dc799c671100d6c2fffa60ab5e5da654245a036fa",
          "commitment_y": "0xfc1f4c385f01df92c16e0bca6133351d5d77a4ec1d5d6164738b15eb55e70d81",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa697c44a348740616b8a30272dfa01e83c402f6bbae4fdb611c8f9edd18b9ba",
          "commitment_y": "0x8447d9eb416724fa871a5dffbc9deb7537420310b63facf14f74eb147d460cae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xfdc11135b4815dbc90fa2e2d41a4a41af5aadd4070efd0476a31ece19d1028c1",
          "commitment_y": "0xb2663e0a4d36777e00645eebcb0aaa9fdf0e67bc5130409b23d183310bb68ac4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x349ab4eebfe5b1b85cf4d89c5b690a02111e97c32a222e21b9117f39eed766d3",
          "commitment_y": "0xd96da42bc822792b4d937a5fdf4e1932b6e8e6e4852ff6b2f9ce31783ebcdcb7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7a32f30615ec6d4a5af4e17d21339f8b208b3b35dc4c949041e7b21a769e4434",
          "commitment_y": "0x69a238b0f75385e1873b0ff000ba3e9b9fb941294eba5a34f44987750d927014",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6cf25583a095c3bbe3a83c7ffebda1d4ea1ab1245c09b4494c320ecd42e5ba87",
          "commitment_y": "0x198d31806a26efdb0f9d6c54eede2452c4609536f53dda907ec6a7aa66f42389",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd99c1dbd762895595fae500b92c989e71956532e38f097de81c9f425358042fe",
          "commitment_y": "0x5e63d7d86ac84c910f95b52ad5d63561733519fe9c61105d1fdfe3f703264e3c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "ca19084568cf5621c3891d1c8adc65c19b67449e836e97e931de117372f55d1c",
      "temporal_anchor": {
        "anchor_hash": "40bba4df120022decda3edbf80841c49b203c37717404d4c972720f25cb790ae",
        "chain_height": 531434,
        "epoch": 1791417764,
        "previous_anchor": "1f558674d11c3db14a67d7813025637552d4ff5e2f580eb233fed2d8d90b77a4"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:11.600564+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-895b8bebdf5584360b4d7c9b",
      "version": "1.0.0",
      "model_id": "anton-l/wav2vec2-large-xlsr-53-estonian",
      "observation_timestamp": "2026-10-08T00:02:43.418032+00:00",
      "observation_epoch": 1791417763,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xceec3946a6c05115e8d54fdf1ff97873a5570547fc370767e8e4160beb6bbda",
          "commitment_y": "0xc2a8cc1dfbfab779b69885ad9c8bdcdfe255022e32cbe9689f5b8563b9c87efe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8fb8d28c980d1578fdfd8b820f8ab6866decbdba04bd6d5ab5326964cb35d6ce",
          "commitment_y": "0xfa6216e09f78254e0fc3a1d94c2c2c8da6ee4f384c25f147cec726ba49499537",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe81664ada89abc16ff86e77ffe21e87b96076abffbe389d1d395879962eef70b",
          "commitment_y": "0xac46c3bf0b068ef77717d0e406078ba00bdba66c81f08156d017976eebe05b3e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x191e20054ed87c0fc3fcab38d074429adae7a688ba6a5a2ce1c1ab8c96c6f9b8",
          "commitment_y": "0x191c9b91cdaf1f750acceb03553141ed5a14e54c5389dd67c96200f808e2bc5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa16a74abaa362d3c69c1eb3d3a9adcdcaed7720cf3fbea2ef954abb05f7eff92",
          "commitment_y": "0x25861fad9f118357b5cf9b0eb7b12158be7ad66794380799b2d815199f2ec5ba",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x2bfd4d6676af0d496d48b787ad8c99335f968ad155be69155861f1bc66294bf4",
          "commitment_y": "0xe49113de9cb4e7109665b94d40d7e47b42223a0fe79347f7695065e4dc24dc30",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xbfd6bd69bb7b95321b615bdf8c02c1afcc4098b7d740ca8d1950e5c97a10b69",
          "commitment_y": "0x2e7364b91f775af8c7a7e10ed082444d43450653af9d240b5ee6ca751faef7e0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6c2ac651d025e02555f9768ba54a7d70a7edcf09d61e7908f85bf4fa8232a39a",
          "commitment_y": "0x35e1fe56096f57a0b5406ae70ff20c5a24edfbeb548eaca55a194a8ca55cd793",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x235f8107384e7ed54b625b0af51140b8e4eb28670788ec12f9623c6d1468cfc4",
          "commitment_y": "0x6d74f35a99fcf8a50702cda91688a5abfd27eefbef1655482f69b099665937ad",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xaf2dd8423bf33bef362df264e11777f233e908d0fa7f77bb6da0ed500a712e91",
          "commitment_y": "0x38bf9b1394c58a8db1638ee46881b400ff00e9112d094e0cdea40d0d3c6b02a0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x5ddf50df2b67cc30e66f717891be77d516e63ad79bbc6a74d9d8cb3585ca8677",
          "commitment_y": "0xd558f16cefeb5167d88f23e821720973154f4187d8c2f4f7219a8a926d17f8e6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc79d52e62e99f2990a5636adebba3a32c3b8f93b4f99e317b645ada0ff92e9be",
          "commitment_y": "0x1974f52546a660b8186881ec3596a931abf867fddf74add4386cdba9b00ae2d5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa41aba26b0a28dfb661d4c9d22617fafe44ae9827acca8f7fc57d640400016e8",
          "commitment_y": "0xe07ffe42e8ecb478dbd98d004aba1b068b96e0c99bf893f0cb1fd7333de886d0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x678826760b67acc30752adf8682dbdafddea8d2db3d6d3b038d8769c236c737f",
          "commitment_y": "0xf92b36648f8cd05c557cb40b3048db4c83a7ccb559aa7c9d81d25c3c1c472aaa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x897e035fbfe0f36cef367d16202aab961364b56748db4734b8bc465d02a74145",
          "commitment_y": "0xb8700947b7103adc4b58c0b6c57343378b3a8c6ad30827e835ba231c3df09750",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x8cf5f4eeef03a4180e61a617e9d3757a859869def1d1084b528943b2b75bc4e7",
          "commitment_y": "0xe7826dda587329d684621725377048cc532e1578991c7ac67e63c6b1617f50bd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xeb5102250fd52610d75f3dc76669b906769364e5f3883c2ec9981c6383c997e1",
          "commitment_y": "0x534d4c2a36c79d135328dfde1ddbfb5bcfbeb7269afe566fb5815db57754b107",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x54cb6165d9d047b9bdffa337d3597c2c06171470cb09c8217b8cfb8369a05e22",
          "commitment_y": "0xbe16198b209644f002a7a423c5a7e70ecc26a8267c08c33de31cfbf7aeac82d2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x610f6cd4e3350c8868cc588c4579fcdf3eb1daed9ac3b710977984f84c16e4b5",
          "commitment_y": "0xd65f1cf6c8829c995155bd3025a472e3bb4f3f1b85c083bbdfafe4ed5048a49a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc29333a845c9709d9668844a77fc69836240c40373d36c80619f88717527d6cf",
          "commitment_y": "0x77f36f736429092f0c41b9c17c40ffcd1462ef27cf4ac2fe65f6c9d9d53e3518",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 11,
      "present_count": 9,
      "highest_severity": "CRITICAL",
      "merkle_root": "4436141db568887a04465845967cb106e939bda33da92b40d8791a1dc3408966",
      "temporal_anchor": {
        "anchor_hash": "1f558674d11c3db14a67d7813025637552d4ff5e2f580eb233fed2d8d90b77a4",
        "chain_height": 531433,
        "epoch": 1791417763,
        "previous_anchor": "2b03678fe1e06dd895beb3c8d15349236a3278de6d746507e7e375d5943cffe2"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 11,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.761510+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-081b4a4af03696c49aa7e09c",
      "version": "1.0.0",
      "model_id": "andkelly21/yummy-tapas",
      "observation_timestamp": "2026-10-08T00:02:41.907853+00:00",
      "observation_epoch": 1791417761,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3ff531ed5ee04751e688a3d841a7d9a190e4723300c0f2db1244c520153e3b2b",
          "commitment_y": "0xeffdc230f64dfb0cb3d4545c518fe4f037e81d6462c345f7ffb8abae86e40a92",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1906e9c8d9c479ea84b18df73cfe7b012fd401b8f1df9ddb896bacd72061c9c1",
          "commitment_y": "0x480cbf46204ebd29248bfdd607824e89118e6cd4b01eb03aa5b5b0780d58bc10",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x55f8f33b7914430a89bff4e33523480854a81943ea97d1323d2422360e75e257",
          "commitment_y": "0x55109401c698408af8a727c6b6c471c9907d976374951ce12499129d366d0f58",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5610c98413c03b068ba2b262a6d427f7170f0cdb050f4b25d3746783cfc97414",
          "commitment_y": "0x3170d41202b41db126db36096a9afb0ba0b7ef67eebc5dad49b48e8f3a493afc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xeca65b319b403ef826d576863e02c3931eb13c9af2d3f7292910862fdf797e3b",
          "commitment_y": "0xd4630be78acd6fc12b077d9072ee5a136473ec662e96412ede7c158f82d4e468",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5e885ef4a28cb95a2ffc8740568cdcd698a61adab28644062fd260961c973866",
          "commitment_y": "0x7e5c225d79f84e34e1021fdd1f1b8abdf0415e73e0bfab82593fc1c155860bc2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x3c3562e5ab620fce44f80cf0fbc5966f91ccabd8d262300f8463f570333f0469",
          "commitment_y": "0xc53abb435e8f53dc6626cca6e798a88b8f56018ae5cf61506734970744a0167f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa000120f420e3dd14e4ca36867ee15f0883fe17b3ee9e943302cfcdd622a6039",
          "commitment_y": "0xcb3eb242b69b5d0ffda2388aba51b70101c6edcda2bccf87b38e72869ee436d2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x2dd3d6a061bc67b0b9117c2cb74c31a4af43fd64c30ba000ccae949c5eb9f9a6",
          "commitment_y": "0xfad18ce08816550ecc6b91dff6fabc59f55c91469dff31a23138abfd24bf033e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xeb08cc0ecab6b6a5c9e85b2d65e97203e01efdc91cff7663c1f80ca2b9cfabb1",
          "commitment_y": "0xb5d36eb08815342cee1f38047ce3dfb83114b01d231b35a5f975bb1d83ce77a3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x2026cfe9d683d789dc6e04d3001b2e85100d8e5b0e965fac4ac07d2833dbd442",
          "commitment_y": "0xff54ef11798e9299904c0db440026800ab75e895f0a098ed400169789399733",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4bc336df94fb910bda9127ea1d10c30c7d1f4b60fe6de62c6835a1e2611a19e8",
          "commitment_y": "0x71ab2ccb0e491bb580e1c5dc703d5e40e4e453be0b5d82078dcc18cd2698ed55",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdb9bfd408ff6d95ab5627ea74c73954455a57c6aec9be45a97ea3a13342eca77",
          "commitment_y": "0x470f2d6c87e93281b305f99c46c9666c07a9589d21686857dcc7e71f9415c17",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6c14675d0d676adc40731b5a3512936fc923c1e390517236dec99c1d80c60925",
          "commitment_y": "0xd1c3feaea5034713e4ac90546afd9299255d0bf5a269c55ad0539fe8ec20147e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd1d6b9c82c9c389a19476e58da7e4f993847b30f46763c8a683f88e5ae9ddfe",
          "commitment_y": "0xcccb6f36e11c00290f05f16209d8f9ebf17f9241ae2a724567138fee8f1c2be7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xbf4eca6850f67696dd855ec6e25d12aa6acc87ae9f6fd9636b0c76b5fafcb9de",
          "commitment_y": "0x7fbfebf737854f409aedc0cf7732027e06a2bf572e4754a9116c4f5945aedd69",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xef03414b79a4ceb3d832d8789ef306bcf5ccfc8467295903e22fa2a1bb636f7e",
          "commitment_y": "0xed23a161f9e2d82c6c22af32fdfab2c4c03cfb20eb360258eef021af162db167",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xf53dd27d8bfed848b8a7853050b79e36ec2dac1de81cbc2bf4ce282402b7d438",
          "commitment_y": "0x37ba3ecb5a93745a06c61ffbacc8a7c00648516fff826ea503f17b4eaa857fd4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xeeea8314d0a5ad443eb3beaab3c2f8bd3eb1042d0dbc122088a866d0f01659b2",
          "commitment_y": "0xd0f5f6df577b75dc0ec7151f93245f0098741914499afec09f50c430515f021b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe306c0cf21c7b0fdbf271b8e413944fc0aed178e5d112f884a7a1cb4a5f94dea",
          "commitment_y": "0x70b8095d2d47829e676c5096e2f56d54286d29adfab18a0ee5424262bbc444d6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "ac51cd9216c420ef3806f0260796b9e94f3a99b866ad24de8a7670c24c3b6a49",
      "temporal_anchor": {
        "anchor_hash": "2b03678fe1e06dd895beb3c8d15349236a3278de6d746507e7e375d5943cffe2",
        "chain_height": 531432,
        "epoch": 1791417761,
        "previous_anchor": "9983e68e9b3839a5746be16ea1d45106bc6a530b0c59311d494188a6182cfeba"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.745442+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-e9303db8cb2048f82b4725a0",
      "version": "1.0.0",
      "model_id": "Baherak/Cinematicvoid",
      "observation_timestamp": "2026-10-08T00:02:40.323771+00:00",
      "observation_epoch": 1791417760,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1177464420b174d84362bb8fcd19fcb45e37b258567802085e74437091c83dd9",
          "commitment_y": "0xcbf2fa4fdcfb636ec9ebe80490e7ce2d2bd3b12af36ce2b884c5aac8b7e34afb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x24722b1bd5bb56c654bcb19748818c0caf82b9e3b73ae94eb2c11ba803501bd3",
          "commitment_y": "0x3ff0cc9887cfbbc97252948a79d88ac8fc6dd42e9629081bb3bd4d34394da190",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf3dd451fa1c27d024b456bf31db6dc36732c29cb1b8891d26fa046f0e3251a7b",
          "commitment_y": "0x3286f59b7340eee1050ab6d5f3eea038878dd76954c1c1622c07a3a4f03834f4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdbfaf8c67f29df6f14e0b6cf367051c55a2878fb36dbef057d0a7661a117afd2",
          "commitment_y": "0x7c9493e5a89019d2ae1de9821efc937fdf3794789b157c2d6ca585b1e0a53ea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x32547d8d4cc5be5da545cbe3e5d6c7d40001aff25623e7af27385cb8cd02b410",
          "commitment_y": "0x5ca3f33a801bc08b942f0e99be72a875e97ca93570f1853104a4fe81c873636d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xdd0b5a80a6a952a5ecb2811b71fcda2bed428e661e2d8248f9f1efcd6f82c5c8",
          "commitment_y": "0x986b7900cbb572197632102da1018a532ce4024a5694e04f16fd234929a7068d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x4fb24229177c36a288d5ee48b861308300bc744af7e3ca17c23ac7dbf16f641",
          "commitment_y": "0x8bb469a1245f1d48a077960a1a21fda08237e9b1ba4d4359aa2a2bc5569d1487",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfaad1ae42f03856fd382d2adf711ba28b4ff32840663ff66b5227bb5555db9ad",
          "commitment_y": "0xe5bcc49a8e6f8116613bcc103f1e33f34081fbce7419ffa13b111f2b8c737ffa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9ae1db26266d67d321a984659a82ebb5791c8a3af6ecaeecf9d14742d389e990",
          "commitment_y": "0x732f2f857d14e2dd9cb54a27f97c03ff6c379e449499285e8f1d45652a98d8ac",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xee9d09f806aa1b49451f8ccfd988be3d7352d56443670a4e497cbe82b6d77135",
          "commitment_y": "0x15e92909bc370ab33e2161ec7d099dca599a2a103a775c66df12ea9f5ad4fd67",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x493717dd76eb11fbca1a77b50f5127483630b3529c703ac53eb912bf88f91855",
          "commitment_y": "0x9fc7f758f6a4b2a5616850f1062fe9234fb6fdf204962b2c8f573f2b8cb6cb27",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x640a10c3b1d0a2aac908b0dce656bdfda997881e68c932a52a7d0a0b11d3554a",
          "commitment_y": "0x85581821837ac8f130aac2005621a553cb83b2d2e059032887f757efb5714207",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd1a7d976b658b1e731b6b1d305f73de1636a7b7776a3a5d5cb580ec8676be3c5",
          "commitment_y": "0xecf75745738ebbf32427399bc5080874a5178aa3255d0e6215bad85fd46b862e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3bb36846ea430398a066701b9803c918159617a41965b07139b5f1d12178420f",
          "commitment_y": "0x7a009eb5c7dc7b28490f512c7bcc8b1ad3abf89f9826c17b56c59413ae372463",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xde5a118953f36232d72316ab073d6370e83bd1bb99c150fe42e0f6814ad7f0ba",
          "commitment_y": "0x91f6eaa6f7421e115fe6ebbd0354738dcc160dc683f45fe059cb30a92cded12",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x8b76051c9ae0ae45925c0f20cebbde2a168c4eb826bb302bea267153e2bd528",
          "commitment_y": "0x3b2361d27664a21cae60e54d81155cb5e30ef594f65a6772d7a5314f089e23e3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x49dd1de173c347dec24ab605261b55c1f40183d732f0736afbadba020a2bd2f5",
          "commitment_y": "0xbf125c8b517a922cbc81881f1aecfa60c7e88ed7013ca98a46cf8821b78ff77c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5da19de4e89101aaa03bb7f2de6be8f0dd2d7349b7647ae081d08ea26bf38dbe",
          "commitment_y": "0x8f874a7ca65f94922ae404a18846402f3e7d8bcc62f706d56efceb13f250767c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x1e8cead725fe82857470badd8977e717391ca33ed553bb77cbaef7a700250289",
          "commitment_y": "0xf2b6ccc1f15e7cadc46a870eb28a987b1e11cef57f556cea071cf7a8df2d3ce8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x71affb0053cab007db7a65d903b8e5abc87a7244feaf51666e72470d0db709be",
          "commitment_y": "0xc5f2ea3538614e06eeb5e904de32f75da3cdf68e442b433d820566a7a1850344",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 19,
      "present_count": 1,
      "highest_severity": "CRITICAL",
      "merkle_root": "39b1f343f2e16add7951b5b0277f9190b7d45882e8a845c016014acc0a46cc8d",
      "temporal_anchor": {
        "anchor_hash": "9983e68e9b3839a5746be16ea1d45106bc6a530b0c59311d494188a6182cfeba",
        "chain_height": 531431,
        "epoch": 1791417760,
        "previous_anchor": "9dfd7791766aede9662fa91a263dbe89f8d666d2a9ec53128ac8ac51fce3e14e"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 19,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:01.746863+00:00"
      },
      "sonar": {
        "provenance_hash": "71fe4097da34de2a7f614d3b62088b557b7b8d40cea6031dc011296a0fa9d5a6",
        "provenance_score": 0.0,
        "base_model": null,
        "license": null,
        "training_section_present": false,
        "declared_datasets": [],
        "top_dataset_signals": [],
        "scanned_at": "2026-10-07T02:16:22.342961Z"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-0df7fa798692d380d86f1552",
      "version": "1.0.0",
      "model_id": "akamei/AK_1ep_4e-6_512_LORAdr_Decay_WU_0219",
      "observation_timestamp": "2026-10-08T00:02:38.802623+00:00",
      "observation_epoch": 1791417758,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7613bdd5b31bdc91632d7380cb319b9319b48ec49f6cf61d865cf9c005fc6345",
          "commitment_y": "0x774cb86ea249fbe55eb5e0065cff71d5a126552cc188a93ca90c63ac6ec4e94",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x27f4d1a96234c079b8565184d6a72019b464bf308f9ef85657182f3eed8f300f",
          "commitment_y": "0xaa2f2c2691add9a8b400b2b072316cd08f2d81de29e37bf19ccdaa4be4ac8b78",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf289652b581858051b92580f9f6ac9d09104ad93dd3b9c1b3ec6efe772df0b5c",
          "commitment_y": "0x12a0a87611564ce90ddfd37febf9907e21ac1df694f024573af5b52d7958639e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6ed40026c8ab215b6c36c09033f5a1a8c0cb59196acd3f916543a41685cee118",
          "commitment_y": "0xeda4fa6d0a117fabb6a0c142979d933794ca70e03499c66061bf19be76ad0705",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xab581fe63da94aec53a64494ca85bb05efa14d00b9b4f2f7dc0895ff20242e80",
          "commitment_y": "0xfa3ab3aa0e524b02c269c0f0ae811e1597cabac7eafc8b90f07c4b46c5d556e6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9a4e48b01735023b1848a45d58a78e0e642b500f74a24e41a8f72ab7ea292302",
          "commitment_y": "0x524e9a3643fdc971c592ff0f2ad6578b403ce790721c81940d8f03d7092c030c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xb60b98df68b5bed407ab3bbba424fffdfe235a64fa380cb8e2af51373c943f46",
          "commitment_y": "0x67edff2415d9b5014e2d2534cc94668929e2c854779cab2e45bcd641d959d394",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcb655a27507ad373cdbc547fd373af4379d34f0592df1c5b6ce2360d48afb45d",
          "commitment_y": "0x4a4baa80d1aefb85dcebd1e30857a6a4a5ec1063db0a6a0a9f6e9292a624f3cd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x67e1d68165c0f0b6dd2eee7c3b60b7c7d6601f4b2fb29b17da8469f864532063",
          "commitment_y": "0x775a1a9024a8be26313e0eb89a75de11e0c4911eb6f59870fa4d19123e59a9dc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3207171039b149f88c8fe82b39f3ba21948095eeda003e5ebe5b0e7939c7f805",
          "commitment_y": "0xb08dda7e89b56e98daa9d80ae9946bc6753b09c3c5d4127199996bfc5712efc0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xb6aaa8cdf17d2614e36fb20826aec9a3522058c62e467ebb0736d03c75a7520",
          "commitment_y": "0xbcd5d351cb95b27158773820837f82551080bc938a6c4fed9207e3f3f76c856d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcdec4df3392e8b16269bce9d291fb7cd8847208394504f87abef47c1660898af",
          "commitment_y": "0xf54337ca94c00d5b8652626297ce53ae9a8d196ff9808c70fac9674e6a14059d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x996c1d5ffc1cd60a72481a624329689f9916cfd5c5a1c87332b79a9ceba466ca",
          "commitment_y": "0xf2cf7df11c0486802a78955c21aafd2fad6ad357b0064245b478c6992ba9d803",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x2078760c6228bdf1ed48d2a67e808a7b2297523b0bfa067ee6827d03f2a70127",
          "commitment_y": "0x72c443b42ef381ab823d7c095321985089c1ebca39049955a7b02f6db6935040",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xcb7cf71476ee4d353d1edb354081dba27737feb0d9b128dc3d72c1efc05d1301",
          "commitment_y": "0x551d591427eff4778ac29c1416dc17666897b30bb3d5209bd4ace5a94d7536c5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x479ea9c358cf061e3b80f4fd06f585f60c4d1119e375b19e7f033d1a93db9eb5",
          "commitment_y": "0xa394a60229e42e2d42bdf73fbe0086fbf98a2290b77486b1638cedeb2a5780ae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x10960591c365e523c7bf73b5137d774ab1b7997907fe57306a363a5ed17e5922",
          "commitment_y": "0x15abd15b5875a6404cf96ff4a899d176436aa1f2db5d4b9446086820c13ae755",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xece39dc5cf02f619c0b68ae862ac44660d022a45280687397c8bd3b87ef26b9a",
          "commitment_y": "0x78eb3ea22fd281d9eaa8f9df2dced2d773217dc2a2d2afbb0c7b8ba2a5d95621",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x24c9395d7bf19a37e2419504ef8f6ca6fd3f0e14574f06aa891ddfc8b53cf6ef",
          "commitment_y": "0x1c8315abd605b4a15a27d6ac81e6fff323cb5800437d63490255c5e0cbebd620",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x42f694b6cd76544c1be37a7d2ef28356830dd63881cf9425ad0175aa911952b",
          "commitment_y": "0xd2f27f1a9f219bd7e1a83efbdea44683fd3fd47ece7019fc35af2f90411a36d4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "9416b57e7fc4efe98aa2de4d178cf7c38a3cbb1f056cd4b858176b8d26834f32",
      "temporal_anchor": {
        "anchor_hash": "9dfd7791766aede9662fa91a263dbe89f8d666d2a9ec53128ac8ac51fce3e14e",
        "chain_height": 531430,
        "epoch": 1791417758,
        "previous_anchor": "c4347d951de910bcca27b4b2c598bc9ee02acb2518aff2cfb6196043e00f6c89"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.376626+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-ca0ed1bc569d3b527eab6f4c",
      "version": "1.0.0",
      "model_id": "openai/diffusers-ct_cat256",
      "observation_timestamp": "2026-10-08T00:02:37.230489+00:00",
      "observation_epoch": 1791417757,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x918369f6b750a909c77174a9b661a94b7c7bd32f8deea8fe746e0b9204f992d1",
          "commitment_y": "0xe8bf847d815a34b8a96ddc37d350d02b6fdcd2a26d4cb58c5fa084d92c2b51e0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcd1ccbc758e3b440d71dd7a3f48146d94cc3168dd346bcaf57c59300b66c24c6",
          "commitment_y": "0xb46e1f4a62225a70595c1ed808b9d6aa4568eebf8bb28e868370c2df9e6b821a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xb1414320f27cd23a538231f0d7018366a788d42eed812e47a4f229f5556fb000",
          "commitment_y": "0xb6bf64739a97d1623cf86d3c1615b78a3b11052180277c9f15ef174afb2a8c4c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc493992d3c081a2946d676043c23b01cd7c339b5904d4b814be1ab74b294f06f",
          "commitment_y": "0xed8b9d7d83907b2689a611cd24ca94704aaf6824dc89d0682d3ee27b9c72243",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc9481dec38be633266cd4965f9cf65e79997eceb6dcce09b2b8c02a2ebc9852e",
          "commitment_y": "0xbb7dd986a73574b3fde746da3037ba3160572554f9835fbe4399c1f78f528da3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xbac9d99c5cbcf8579688ea36c78633ad63a0832de9aee7040882f17cf6be6614",
          "commitment_y": "0xccdcd59842ebb0e18dde0d2f4bc7a00d5d782e90891d6e80905b33b8b7651c9e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x69a60c4a11ed7875fcbebc344d51321bd980211a2068c53ab3767bdda1054789",
          "commitment_y": "0x4e7ad5db5e0aeec63f539e664185183652a42e7bca2af2d8c0c72c2916aa42fe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x51353bfa5eda342ae4bc198e311e263fbb766dc9134818cee0faaf8e914e7eb9",
          "commitment_y": "0xa64ccd4fc3ec5491eaac35fdfc3191b88327163c9d54bd90e86884f9021ccbce",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xa0f708c59a6addcc36ca75ddca6eaa6f7609632075dfd923a759168c948d5940",
          "commitment_y": "0xfb2d9d04f4e616f00e0436be5366b2a5f569795ef612769194870f858b8865a4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9cc82f6d76537641d0a6c614ea95568ad60b4d28db93f592b89d1bcad53f97af",
          "commitment_y": "0x3fe2275a950fbc29b3a7e996ee7a73db1e106bfc45bedda73091f8b7d87b0f44",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x21e691dc921160712c036da0cbf34bf1381ec5de2a5ab835c7e566804a0f1e98",
          "commitment_y": "0x9639c52579bb59da2a676213742fa3779c4e57d57ecd48b9c4ec60160ebe3036",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc6bb8484daf9229236cd539f3693f207d0bc4ba782cb5d4a2b9c93c89ec58bed",
          "commitment_y": "0x159aaecb37dff0e45057d020c23da7e49a5f6db1a0f2ff1b3c4ae92e4a9b0faa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3b4ec2e67b6c7081743ebdcd051a4b11c08c6467a98bd781b8a7cc38318838a4",
          "commitment_y": "0x4092c3b99b4440116e6eb589920ad6844ccefb975b04bba635d192839251ea70",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x57ce9c12e7d1268f641bf17db7f02e3e02085d0a02ec697882e4797fc05d5d2b",
          "commitment_y": "0x71c0aa3a6c08d8593143d620e90e8140a61ebf2aadaf0da008aa97c77642a251",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4d36d90b4fefa563c919dd92db53e1cfc19698605824c05d7719f21b5af34291",
          "commitment_y": "0x14383530906612d1cab1509cf28f32c432c8abd61b8a257bff5cbefb8d63e288",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x7de61846b76d78e551ea74a750704f740f7607b9d0825844802ad4d3c919f8e0",
          "commitment_y": "0x78b18ff0c8671ab9178ffd79f81223ada3c7592e61a9a434db4fb8f4728f57ce",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc9b52db94b9f664f06077f3e1f7a5e0770c5b35569125047f7826aecf8c0942d",
          "commitment_y": "0x6b2a8c221b3abeed962e77020d1f515691c9fda23925235813d29858040526f3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x2d4a550a0b80a9c1f0792acdb2da79e812d47c65080d5702190b5146cc8f01eb",
          "commitment_y": "0x83256e3fafcf33ff598e7f98289dd1ba9b4cb2159781d1ae9bd0011db71c6ca8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xfa819a181fc683ff76b54b7b61b233af7d0ea42a3aea820e1fd14f1be14076c0",
          "commitment_y": "0xdf583c804480a92190b6b08d580b6a2206137bbf0993432583978aed3f723e29",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd430bf3565afea687e33bdd071c3c1c478a0aca6fc677ec7c5f090872aaf1cde",
          "commitment_y": "0x44c8e9dea58c0bbf1c42b18189d33f26be5045d4b0aa96adef0c2eefb9f4ec58",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 13,
      "present_count": 7,
      "highest_severity": "CRITICAL",
      "merkle_root": "9432304732c863a099489ee9e252bf1d3111b7a16471f8330ad1c0bbc8e3910c",
      "temporal_anchor": {
        "anchor_hash": "c4347d951de910bcca27b4b2c598bc9ee02acb2518aff2cfb6196043e00f6c89",
        "chain_height": 531429,
        "epoch": 1791417757,
        "previous_anchor": "051f3a5de4352516b0419194bbb70f9c9738865f195a8fc0a38dee9f44ca5794"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 13,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.303124+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-f7d43672e79448c0d9a5b3ce",
      "version": "1.0.0",
      "model_id": "facebook/roberta-hate-speech-dynabench-r4-target",
      "observation_timestamp": "2026-10-08T00:02:35.613216+00:00",
      "observation_epoch": 1791417755,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe25e9e545ef1ede8f73ea7bcc613f87feba55a1bad978bd2e02f9db7af792d31",
          "commitment_y": "0x33d4a1e1ff26b988b9eb8bfcc14a8fe2691f77b6bbb8af0e0cdccf7f54436b72",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe226d503300f4cbcd95e517701598eb2aaa8a2b06f9a390f2f5820195893fb35",
          "commitment_y": "0x325b4c9aba52988af85e053b5c3b5b066f2914df84321929cefc0cdab538b45d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc9ac351ce29eee17c8d94a7c83b831d573d2d11aca6e6091f8ae49664907c171",
          "commitment_y": "0x75cad8a52b1696d07fd6f76a368d8f409124ee5c9b92a7ef7a8b6639a6e9030e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3fe1e1342cd8c2235f565f827d63fa0f30a464e217aca299e5cdbcb90925c23b",
          "commitment_y": "0x34ac0f0ea89e9f47a00a75b22dc3f3d7b5e42b1848951994179488511f15984e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7a7c70c34a079723d4bf4e8dce88b431970f8ad4f19ec1bac4af01a2988e751",
          "commitment_y": "0x65826f3e23483cbc7d673538ab8e71636615e6e11fce8e9af5f49feae12938ff",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x7309dbec28c58ce8301af14d3ec59db11f606734fea90adb2743e9d4b3a88453",
          "commitment_y": "0x7fe9d18c30c7c0210c0850872894c7177483ec4f043be421baeb16aa3007dfe5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xfc117be43cd1588b14f20a53795f31c1b9e21b0a91d85ae9d103e974fccf2393",
          "commitment_y": "0x706e59dcc4c6711e70658d804a908b680273b24799819b72edcc74a1b352f0bf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x53083633cec3e3956315c843d99bfa7c658d31048028e462d51054a3f2388ef4",
          "commitment_y": "0x91984bedbf76d0fbddebc12684653c3d16f1b71ed1bb545dccd26a17aed5cb42",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xed259ca2fffe268d45973768637bd77e1d6d82735d6bf842efa81d544ced102",
          "commitment_y": "0x1eb78b9137e6cc29098e4689becb674f4ba223810e1534298427eb2b263f8abd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3151c3b04e7e8d21cbecc1452c817b32f8414d0a65a9fa0d682b100968fc463f",
          "commitment_y": "0x5469dd2b623deb6ffbda0c40cb0aeeded73ebf19615d50abdf0e0570321998f4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xe02f386fc0e8e728e92e603c111a87164f4dc99e9e67878689b67bf883d9ddaf",
          "commitment_y": "0x3fa1b0f89192af01a74b38f6c1ea52ecc7a5055edea107bcde14b30b28f33f20",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa9fd82a257b0ce6c378989eb7d6ad163c6144711324744c609df3c606d4398cb",
          "commitment_y": "0x6c2dfe6ce740b4df8829b9bb641eb2009d4b21fef6f3da917e27d8fe994489a3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf0fbcff9ff074e634ac7bee131b229f57d2df8d3b62eb54eee4f171b4a5430ff",
          "commitment_y": "0x1330c9132e25ccc8d67220c5e75fd058062ad515cf3b4f8cd214e046cbd8c4a6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xedeedfe5fe9ac6893c22eb9e7d102a2f169bcd1dd3df400d8dbd9229c2fb086e",
          "commitment_y": "0x67605a64433aed428b843bc7bcdac665da4f5a8c13f8c51e3a7a763cbb23c663",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xaaae6d76b50ca9f4e5bc50f2cff39959ba210cde7a8f49291bccfbf2d9fbc1d8",
          "commitment_y": "0x6645b3e46201e30974762caf716cdb75f88695c9164aaae42cacb54ff073f78d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x600100d96d9aa43d06f70973bea3d97461fe3d0a855d594936c36d97657ae1b4",
          "commitment_y": "0x479972b2955bb1c02f5e7f3135979b7b249d360bc1cdedb2322a3d9a69a11064",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6333aba5b6997151a86ba19c820597ac80ab23997eb1091c0665c350eca9c4a3",
          "commitment_y": "0xda7165a742d08f6ad7d976ff04863d7c6b4f9470f58413cc2c2a5dbc7df28745",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x52b009a40c3701acf6d9f88ec54c04b30809702c709d2eb6c243ee14f3aa3812",
          "commitment_y": "0xe884d97eac236df759c9000cc05a17521d021d8643195d38472d716c027552fd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x55e199134c548a27ce7d492fabfd44eb1d127887e9ef7ce1d6dbe56048332326",
          "commitment_y": "0xcbd9da7db3719a217b629e65e2354acbec625344b0ee86043d954e6ad1b2a999",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfef24e567f75290240fd4bdca427b019f9e08fdb96a1c9fec62f11ea868a0c6d",
          "commitment_y": "0xe83162f69da12ec1497c2fb53b1725492e68553e5e68ee7ce5be45715f707b40",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "385af8d701da65e4f8d89df9604bdef793a7f243f9d1047c873a2c47011bc115",
      "temporal_anchor": {
        "anchor_hash": "051f3a5de4352516b0419194bbb70f9c9738865f195a8fc0a38dee9f44ca5794",
        "chain_height": 531428,
        "epoch": 1791417755,
        "previous_anchor": "f2775793fe3d27abadfe088adc70c6edb3b5ccd34d733308f955534029de2025"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.371020+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-724e2b1c215e65779ec1881e",
      "version": "1.0.0",
      "model_id": "facebook/mask2former-swin-small-ade-semantic",
      "observation_timestamp": "2026-10-08T00:02:33.995784+00:00",
      "observation_epoch": 1791417753,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x109e2772a0086b569cebafbbed419d70a10e1e4b655a96ccecedeff3c6d46e55",
          "commitment_y": "0xdb2ced220bd91cf09c003635fec27477ca5a85c905b95cfd3bb58d3e171af27a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1298982e208f482be532d135c903bd510b2dea9670fd82cf15d9e9b478e69440",
          "commitment_y": "0x35b783f09618c442d69cd5829bd013fdf3aeebb0f743699aea2aeb59177904a9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3d3dc7ca6830696b52baab7d40d5416842e1b203974fc7d0f25fe2069c3c7865",
          "commitment_y": "0x39d4542228de110a49dfb5eb68997ad322c9a2d12895a5b844c92419fa968b7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x79dc5a63b3693c4c6b81cde650678dfda938cddb21b37e4deae0bf03dc4f3f1b",
          "commitment_y": "0xccc28886a815231c35350b5e26a6f3884fa9d0a47f43cfb40c4673ab287d3f77",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9524bcec08fda35318d018d040d328bff4bfc6b1dc9358ee6a6b0ce7e26d2192",
          "commitment_y": "0x330e6bf54ba119d6dbacf658573a2f824301308568f585822c18ec766905e00f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x50ef7f770da76507ecfbf1c580086d0f4ab1bd5dd3b2ddfe3f56e9ba0344b4ec",
          "commitment_y": "0xd2920c2128102134645e3af66cc9d5601c823fba91d5d1a6cbe9b3b95006eef1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x45c0cd9c970326139f8bcff4f7858d8bd02e5032f9ac1a850243825f821af60d",
          "commitment_y": "0x66a29150faac8817bb76dadb084296eba6fba7249eb1f164a4ae9e06f832ccf0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x11966e948041cce4e1b73541a4f60a624a512e4cd5dd5ed8be55defa7fe15901",
          "commitment_y": "0x3ee14b17eb5a6a782abc00b632d8100d877a4c5c98c348cd701a71c8b8f8d925",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xc575806a940328e34876498b06404e3f5a5d76d3afabff28417b5deb1b0914c7",
          "commitment_y": "0x7600739c743cb39d9b66534bb58a9721b906bf595b47ec6a02ca9c15b8bb5221",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3e16b0b94c4d4b2a03af3022a30b558636a16f89bdb992e782f9b41e8ba4aaeb",
          "commitment_y": "0x1d5e99536c3db30d379f4dcfe272c5bc965a0d642a1ea7462408c6a553d7e47b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xad3903bb7cf7c88b23886939917e977d1a0a9002ffc239fc07ff5d88ede6097",
          "commitment_y": "0xf01cf216923e7f4fda6153eb6f9f951fcb649229464d18b020f822bac9a6b4c7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfc5af7418868edc437f235b8bf95bfce671ec19c54e020d43a0f0d2de6923233",
          "commitment_y": "0xb19507fc64e7b5c426fdf395e32d015b6429b7ca9a578c600f3290ace2d3c0e7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1fbe2b79b23e28cd689d3a3140c583a39ec5a21862d66a4d3d90e3c1c17a2c13",
          "commitment_y": "0xb5e79a59975d24179b1727deb211caf82e9552212d130a835404b07c624cae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x909a4fc7559d961d6ebfdaa40e2f7a6e3d99105803231a5b5be28df5c836f7df",
          "commitment_y": "0x59bb549554c96e77430268e5c2356530082c7627f25746c0b1377d472385e2c6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9c46ab8920dbd972abafe24a0480daccbef465e76b632e3bd0af447096e41304",
          "commitment_y": "0xc5793f258ba8c33464d715b040c930cc1fb263a01623cd6f1dc0bbdd52400ef4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd430a116976ae03d9cebbb0d7a23a5e0a9b20f8a9fa4cb4e21473a28519d38b6",
          "commitment_y": "0xe7137eac3d245c0246a8d4ae9bfeabb843b90d57710c3628bf23fea883bbedb6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc78c712c2c5f820fc1fe96c10e82b7f01701ff4c8e7394006d0c5db37f54f20",
          "commitment_y": "0xff720dddf27196d429a6a001a8bb15e5a2106a44393e80e0a82fa89dc6685522",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x32047c3b34e7dca9d204d7a2e2b3ef74bc9dc5c1d5a0526d73f0a9f02194016",
          "commitment_y": "0x2d3be04aa03b1ddc158804a153589f38e6bd26036d5a8cb5ed695ba0d199c270",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc9d42fdf1c42a68739ed06694806d65a8743505f795b91906a06acddd4c96f99",
          "commitment_y": "0x69d05063746f15987dd9c4c273b7928c45b6d7b401b553b7a9f1e46251e50e32",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x26a4e5968842cab73accb39192c71b7ec98e6585a73916beaf5de739c70574bf",
          "commitment_y": "0x5305e6c3fc3cb7b366d063ead5015948d5bda91d35bf08d14dd6c7cbc89225a3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "e867fc81b37a1f49385479671a445b156aa0b6890815732ef7a5d7018096a7a0",
      "temporal_anchor": {
        "anchor_hash": "f2775793fe3d27abadfe088adc70c6edb3b5ccd34d733308f955534029de2025",
        "chain_height": 531427,
        "epoch": 1791417753,
        "previous_anchor": "d39811bd847de037c6e2806e47b2d3dc3f7e65cf74dbe93596a95a12b2e40ba5"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.180695+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-451d30795a36d6c621f47c42",
      "version": "1.0.0",
      "model_id": "Salesforce/codet5-base-codexglue-sum-java",
      "observation_timestamp": "2026-10-08T00:02:32.485801+00:00",
      "observation_epoch": 1791417752,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x655982f61cc9c4b0deb3fa73dc5955b445cd97f77fa7c79386c28495f4b61dc",
          "commitment_y": "0xd54eec1ca956126857a3bc7bbc4ff6f0de134787af406ab1fa2b37c0c1f96e5c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa5724dbe367fa08dd5f81a96b7813535b8d3f018c61305afd6c4de6d4c746863",
          "commitment_y": "0x6f3aeddf67844a748b44917b473f187d3a8be0eae837f8ea744dcb51efb1a7c5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3d83be3d194b0ddee03f686e246107dcacac1b67eb1c72700470434fe504dd63",
          "commitment_y": "0x53dbeaf0b26d92f907854b1c39bca669339143c9236e313b12557b18e7f5e5fa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf71a5259af2160a3ccf34a12e865e612b328b26cf75e10bc0c6a25b2af110537",
          "commitment_y": "0xf31987f8b20e42963683dbd81b739148e91980ccd602229a4886b457a8a46b35",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc7b94e3291761d66362268066c162d0b408261abe85a9368447d332b72b99a93",
          "commitment_y": "0xb061a49c6e925ddc6fda73180e2a36d6bc6e0e00426a02ab33d9e1df486fc2d4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa3d3696714fd8311fe71f0eaa784efdd4213690c3f46bf4f095fb491de359c2e",
          "commitment_y": "0x15782c104d235447bb6bcf320a530165a887316eff895d62fdb3ac9128a83b4f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x2a18c89cccab11a25dbbb6ef3f0ff688308b35da76c2f0a11e59cce8a3821f94",
          "commitment_y": "0x626ad8dc1c37380b688f4ef8db6364d0404690830d63b2bf361312f700d3ca0d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf8a6dede2cfce47e47081606f540793d9a280102fd4a1a4cdd6e110f68eb74f0",
          "commitment_y": "0x233166f931e06d4ee7acc54a45463c36a302630fc946b6d7b7663ee6d152a8ba",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x23d79344283e26c101dc5292e9e7accff30bac9b860519191a3da99a1bddeb41",
          "commitment_y": "0xff92eed05971ac3dba1c3336ad69ad305610dbdcb431e1f98ea3156de356700a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3e3654cf0d7391630f3d7f2044173c7162c0d3a79b4d08e58a029f6beff9d17b",
          "commitment_y": "0xfdb16f1ea90a9b12b39b598d50ff50dea651b7c9466c62ed41cfdc3d54cce44b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x1d837cb39707377e5fd9b567ec7be64acd7e1754b310f4d01e084a94d47dbca4",
          "commitment_y": "0x531e21850ace1dd32353ea190b25151b067ac16caa7924b3fe4f87f3920abcf9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xebd5d8df4825e4000241b1d599cea19369f92ab049d48de35a501b4a42e8559",
          "commitment_y": "0x74e67df1c06661d574d6183148e067bba77924cb6232bf0f884422029061a27",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd995244e43bc20b5cf6e4b2d9fd16002c0aa2f58d1b36363d2ac26a46482a7a3",
          "commitment_y": "0x51aa2f4c46a1473c11bacb34e89ef272a3f7dea46178f7b8a018e366bb699b7a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6320e311273423338826be215676a3b27e46431f1a069d0df74115f07a6afe43",
          "commitment_y": "0x423016280b3966bf5b9eb7fa064d412be4a6d6d208bbc18cef144b89ba8a7199",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x11bede47d88a0ab6204fe363027744bd80bba56848a9b9d9412201cf4fb4a3b9",
          "commitment_y": "0xb57ca11574ea37c123374bf30745ad9ce7ed0d952ccc221dec24d69073cfbb5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x719da709d26e49834dbb0173002450523b64ff4f229ca93862bdaad2a3209482",
          "commitment_y": "0xfbdd8b90151efee688e16691577d66a36912477c230702327c3e372a301ead3d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x25440618f391ea0e100a4a1fbafa8f0f59cbcb73e89c9561ccee438c87d7fbba",
          "commitment_y": "0x226468376a39b4a71140f30e034a5c41026bfec699d2858b3292e43d0e3e2fce",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdb4cd535d989148aa6a45838a8ec2eb69e3c59a12b050896bc9fe119ca1874f6",
          "commitment_y": "0x9e29a423483b45d2aee410aa535f56504e11345e2623fc31aad03aa0461a0971",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb469089758a3e1c847ea288e71fd12a3d96634158e0c61f8361992132b8c83",
          "commitment_y": "0xca6405d4e164d67628735dbbec0373063adba314fd4d698ba8af2de4e82562dc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6f89569c59bf10e4f0ff9409187a014f4b38170f0b843808e34ea1fffbb45325",
          "commitment_y": "0x54481a80c3ad8b1ef794c86339e71ec40ce8c3a94178beec7aecd6d15e8b74b6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "9a27a2c990ba840400217f898afc4a67c0ba665be7c9045cd0bec3dab3008381",
      "temporal_anchor": {
        "anchor_hash": "d39811bd847de037c6e2806e47b2d3dc3f7e65cf74dbe93596a95a12b2e40ba5",
        "chain_height": 531426,
        "epoch": 1791417752,
        "previous_anchor": "b43608541f77055cba08ab45b2b1a48d43d1866e2e8790498ab5cc7d166c393f"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:04.674300+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-048e6a125c27fb6d78d6c189",
      "version": "1.0.0",
      "model_id": "internlm/internlm2-20b",
      "observation_timestamp": "2026-10-08T00:02:30.950999+00:00",
      "observation_epoch": 1791417750,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2c1ed7abc7a46e3e890c1fb23b0c090a57d07cc33695dca3a49cb2ef0bc20ce0",
          "commitment_y": "0x37d1e2f66b1a7ab9f2f9a2e4091d8cf9641d33e88b06038431789b921f42c066",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1a098fc7d2bb7ae64fabd108849109a31bbb896e8f06c8843425056046dc385c",
          "commitment_y": "0x7a1a485475b5a3e90dd30aca4341229b31f87b3ad2c4612a1937ffbc825e3e05",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x317f070775c64367f1a1d5994bc578d6aec8c8b8c7d1910e208294c48fb1ebd2",
          "commitment_y": "0x13ead49e7cac6d0a40c833d09f94e980254515d47dea756193f4bfc709a0d8db",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xad1fb4bbcb5c7950f83b1fa6bee10bf4fa9cb18dbf60f013c4157bfddf7672c2",
          "commitment_y": "0x9b7b4ed0bde65005afbbc12fdd4802697b7e23e712604bf04c5392f763194ad3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2f3e0a5885c06ec8102a89e3035c3719158fee83a692146ca200c3b8143337d1",
          "commitment_y": "0x5f21a55072ebcc396714f7504d657e4c1564a529c6fc3ebd0381e66210cd8353",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb99ff8d7e43c9e11c571fc9e7f6826007cacb34ee34c9ad069a26ed6099c17a",
          "commitment_y": "0x979d4aba4699317177da00e881d83a328f74df57dbe39809c634aac0b3c678d2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x9c24a2ad577003d6b5d85953b239a26db904c342fa478b89ab171590cb2cab8b",
          "commitment_y": "0xa4b07c39a24acb7a678c24a6dcf77358f0c428cef24aa9d896b290a16e9d817",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5b708795d66ea60f8268c15e2b9617566f816fd29206a6817e717cc4d97dda2a",
          "commitment_y": "0x45149264d79e08dfb862f17a36cd968cdfba4a3f9a9a4ac4a183cb4663c78835",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9d111e9984fb16314bbb051f7666918bd36bae8e07aa11ee4f80047d5530a721",
          "commitment_y": "0xbb539954b41a5f78c5f5a9a4594ac0a890f22b3f38faab8cc54379f511eedd41",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfa658059a39b691d4d302befbedec707a17e9a2726a8450d81cddfb4390acca7",
          "commitment_y": "0x6cd77bf2e5f597966a489b4b81b5db869ef28bbaebbd8ad64ce4d75389d64914",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x805a0111adc724efb396ecb1c43a9592d1acb3bf13541f0047e431b8811abf8c",
          "commitment_y": "0x5a1c7702a112d5659568dd0f259eee6f649aa11c9ec8038203932925f858692f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xef0de22918d492cb53bc51632570c96da531a4526f7e2231f9083b2aa4d9a409",
          "commitment_y": "0x55d2b4f1ea2fcc9b2cc995e9fa6e76764977af23592728712326f469a7bcd585",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe76ee6b0124d1e4a48afd0956e1c7b3f3c32bf08b973d3cc9aafd733604ffe98",
          "commitment_y": "0xe18d612dd49ebd6128a0aae1734266ea546d38ea3b50c46a4be3e29bd7616bc3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1144cdeefda57b04c48a9575913fd55ab7158ca8067b9a9c8fdbd33f5154d73e",
          "commitment_y": "0x79cf7a36b6821be664bdf6ff7c917d869fe35387954c5bb5b709e1b4ca61fb62",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x61c659c9beb0d4005ea92a0cdcbc9e5d660bd0359cfd3232a5696c64d40d7b8f",
          "commitment_y": "0x84c67bd1fae0def83e80663b8e1cb1d1a2ce70da39a633fa363117ae835a85a0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x90d3360fe8f3039e7707860dc2b2818d81b591c66b0652b9b199a31883c522c0",
          "commitment_y": "0xfe1c758372c1bf1c6eb02172701be00d4616b38efed45ed500e4273dad2c69ed",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb6bc3b99a2a6747e79a86ec606526256e48ba473f5ebf91b7b591ba4c2894c07",
          "commitment_y": "0x318a38414f49e8ecc2cf08f2c8ee3a6cf91c3caa031d22d6af018d186572fbc1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x30ebcaccf824d25908e2347b5a6f32750fd94b0cd31305584e376b1349570cd",
          "commitment_y": "0xd4810370507f14ffc1729dba42b07b72e134540fd918c2addc0aee6e75951b12",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe911a82db1390d88ea42399ac9eb1f74a28be9cf859a3202b1c85b336e9fa9f1",
          "commitment_y": "0xfd1340a19ea0985a47bd09c73199d93f4f9c20c5351d2bb635a7841d0895a378",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7c93c9b45178c03df47b48fa1d2ecf431cafbc8967df32ed3e28309fd6bf04ed",
          "commitment_y": "0xa8cdae031780f5a82ad3b39551ae2423df8724ebb268381cb2ad13350e430d81",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "ff75db2d7ac2e5a5dfa9be912468039bf407c64bab415b17a9a4b4ea7bfa9b7c",
      "temporal_anchor": {
        "anchor_hash": "b43608541f77055cba08ab45b2b1a48d43d1866e2e8790498ab5cc7d166c393f",
        "chain_height": 531425,
        "epoch": 1791417750,
        "previous_anchor": "f3cee47f3238dbd201298ee384207c0c47f224afd62c806e677c83acf5db0cb5"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.171987+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-71ad48761dcab6da492b041c",
      "version": "1.0.0",
      "model_id": "HuggingFaceFW/admin",
      "observation_timestamp": "2026-10-08T00:02:29.387975+00:00",
      "observation_epoch": 1791417749,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa23b261c4457276477fe220ae67974b0149ab2546d7e2ac2913a1ed32eee0fdf",
          "commitment_y": "0x83c9c012cc529d486bcf77c39769dd71db74a0dac5b0b8371f7cac4228eaa665",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa56d793fbeda8e1ceef0a20ba78c1c6b4a0f2300a3463eadfc8f55444d9c9d32",
          "commitment_y": "0x4c4b75f7e7bb35d0251ed5cf51b2f8f5def84a95398d6469bb92c46c36e15a86",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x28aa0c327b7f1d058af038e7fb8a7b5e060d5619f8fbab12fe362c092317c50e",
          "commitment_y": "0x2fdafca82195909db864ee2ecc8c6ae005d4cd0369cbe347bc9e8e4d3f520b55",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe222f86b068f6092bb9b43a19c37d19c5a7c58eb775771fd8151819413ace82f",
          "commitment_y": "0xae666092dbfbaea52e421dfb77ea9f99e0e225efe126b785c27cc2fe00746496",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb2f6f2f8c99959767e51d81bde39b09b2b956752182e16873da16f36f62cb797",
          "commitment_y": "0xe73f544179fa6bb300c5e69409eef73ad536e76ee955cefd9ae3e63abf3e26bb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5c327a49509214313bd057c057f7e723f26149280ad9ccb05db02016658a5870",
          "commitment_y": "0x83389540036a9ed5cc80b5eaa7aef5ce2e75a3cc8098ac00bbd22038c8249ef2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x8750bd780f53ebaf780bcd44d6589207a9162cf2de08a5c8e391a10b7a5e38a4",
          "commitment_y": "0x7649efe442d6a6b0b567bb5a694cc2831a21b75b7b5c3f108167769019afc77",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd0615f3be19c9fcdeeb7f056535f1546fdf150f8c016e4ab0d149493057dac86",
          "commitment_y": "0xf940f15cfc4e8b435ea9bded072a244bbba59922e768f94ffdc100d610e03f69",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd93f927b57eccbe2d896a7d00f3ae93f2110bb52d2d279470fbb0dc9e845a720",
          "commitment_y": "0xc9f512e9d4fb951bb5697cdf32f1725c505ac40cb4a8c30e55da23d58e876b44",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfefb8cbf79a2993a0106df3d3cf6c4d2360a06a882dfcabc422d090b37c4a8f7",
          "commitment_y": "0x2020347bc05c407ff7b82f49b5a802a49c2601ab8461a24a3a583623d89795c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x6052b08732e923d7d626a680db2f9231da48b5f57bc33e96070d6b0418183ee7",
          "commitment_y": "0x296bef06a80854e5b36ba8a332acfd910c9fa15391b98f3b384157e3b9f15f5a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb36b3b6fc717aa8178d47528c1a9421f444701aee480a4d747b4b588d5fd59e2",
          "commitment_y": "0x2d082d09aab79048dc4a445c54bdaf6b0146c2f836ea252858455d415cc745e6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5e944ccffea3c2b2d257bbd837cb25798d7cbf228625798ae88538bb2f0afed0",
          "commitment_y": "0x927786b41f5a1afd89fc03a5b0ca876b8a503ed6b41b509b2a2f3ca2dd2f632e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x98ec728ff84f507fad3d108d5f6da4ec8cf6c9f7d930ec3055f2f9635f514c0",
          "commitment_y": "0x183273edf444ce3cc194e8a10c62d209ef26cb7cf877752e641607e25849e319",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x37007695baffdf6bef7fa7c638e0708170429af3048d03f4ca7d2797b1d48156",
          "commitment_y": "0xbb84c4a9bde1a5e55749c5987da4ac15a01f8c2788d772487428e7818e1bb917",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9a38595269c2f93efba052dac7b1c14ac5a393a1807f1fd64b0f040440087e17",
          "commitment_y": "0xe3df26ad47ee1853a25ea4ec9258f9f51d1473c62f0e0ef6b6463f9da84583ec",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xeaaa5bd900f1e8a188e5f3a3a5ca91b6913c8c95769e4278ecca695bbdec725c",
          "commitment_y": "0xfa99df1d4b1891ac7392d03294d0a89b7852533439d403bd0c958ffd81a57293",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc9a4b18d4c8c8bf5708534d9ebd7234b9d32104919166e6670df3ee9ad765357",
          "commitment_y": "0x2f9365d218948a0ac3fa9bfa7bcf82178add8f95fd2d0dd738a56b3e0b822c8f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xae9052e2172bf81ab97cedee18292c6e8148de1b915ef36a2e2515d9d4fb4366",
          "commitment_y": "0x997f6e23592597995fc6f55f47bec768620a382c68c9e32817b1f721c9616cf0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1e9089b606a62288a1e54885098fc68eaf93083305eb957ad657a41d212bce88",
          "commitment_y": "0x99e05669cb9b43d4ec5bb71e2a55f91ab62083766b47e1c563bbd6fe43be4541",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "86507f4ae7129e1391870c50d5507f64723542007b26deb039aa33f9431c3d9f",
      "temporal_anchor": {
        "anchor_hash": "f3cee47f3238dbd201298ee384207c0c47f224afd62c806e677c83acf5db0cb5",
        "chain_height": 531424,
        "epoch": 1791417749,
        "previous_anchor": "ab07ba1656295a2d75405fa6ad496f5be0918067117fcfb032985c532019dc6d"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(c)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:02.776817+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-f0b2066f0d568c7899e67ff2",
      "version": "1.0.0",
      "model_id": "nvidia/personaplex-7b-v1",
      "observation_timestamp": "2026-10-08T00:02:27.935471+00:00",
      "observation_epoch": 1791417747,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x96d9dc528d003aade2142ce4e31e3b01aa19ce78440270c7cd30ec75e31bd39",
          "commitment_y": "0x74a41702ce7a638ea08dc21df51b564598397c227d0f7b174925169e6febe98b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x65b95829d8b755c1f2dd05aaf33a29bbddca65dee509bae636638cd9f22a51f",
          "commitment_y": "0x2c1a7bfabe4a8a0bc55867090a438bd05756fb549e4209513ebbbeb8edd7f785",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x8d31093b07a8d292a3c5a144a3ffd709df0c5d4e111fe7e0706ad2ec166a4a9d",
          "commitment_y": "0x9cbdde0bf07a2b45d8eb221635dfba54acfc8c0dad96cc9d86fc99f89e5b377a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcff36d808305b7319487f21c43b505c26921ee015e22eeb5202059e842fb0bc7",
          "commitment_y": "0x67016381b6fa154040735da330a5e72488236d60e06de62aafaae6b6350fd9ba",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe553061b0e0bc73634d4a396d00411b40b2548caa4f8bf3634a1764e83d310eb",
          "commitment_y": "0x74fa9f903dcc83165b988e39c164126c4439ca28f30e1cea76c2fcf1b47d0515",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xea4b983ce87b1ec7ba6073ee3ab3f55e07cad4f76328519f0f24d3511580c657",
          "commitment_y": "0xacd9c379aaa5a5b21bf5366abc8d43bbf9261427ace62caaec0ea393dce0576c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x8eb87aa33e86ad4dcd66443d81c2837ddf63e09af7a078458498a53396416be6",
          "commitment_y": "0xc4bda9c0757144db9f310419e2e411e033cf352a09ea236f25c16fe68aa2d8c3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe85f4edefc69b29c543cce8dd1661dc4304e815881c7e81189efdf45291c55ee",
          "commitment_y": "0x7bd7bf2e189c51f965b2c9166e82ed2dfddfaef39a887225100219e5a3f3adf4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x97a5b62cdd9acf7a0618510ea1f959fefed23032ac2ae5d94329ad36ebfaae92",
          "commitment_y": "0x3bb32585c768eb6b60f6e7e931559d9d8b0faac1b94985e0f580affd27c9b72c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9d85ef13ecdcaacffdeb3435e3acadd4ab7e9fe73350db6de0bd4c2003167087",
          "commitment_y": "0x56ebaa155cbb5c2796168532159a2c85b30211753e7dba575e1cd6789b572ff6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x3a2962099c2503ad1759cee220fb36406a6177614fd8a454522153bb9e524d4e",
          "commitment_y": "0xd4b8fc5c96451f42bbdd244c6d4d5de69f6efd1f294d7a7a8354ca2a2a938071",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x74980b83e338e40d432c99317cea669766c1253bbb1d08b58137fa69d1f2ed8c",
          "commitment_y": "0x499e2027718639d14b7d5c286da25f233429f978a43576191e02099da619f5ab",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xaad5c7dd32a28b97e37bfbe71581906f103e058f22a353fb472c381c6c4e9904",
          "commitment_y": "0x52fedbf4b7eaf21a3097969fb2b4e664af40d11fdbc3e3cbbd2afc1f0299d05d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x5cc1e5b23e8be7ad2e145199cc06efb9d927f98a07b817ef2680ceb3091a15e7",
          "commitment_y": "0x5fc96cb57e655e790e9a7e763ac41c967c7b57dbe9f1b434337fb36edb632051",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xdbbfe90ed89c6bddd8e853751e1888b4316ecece10cc2b73b83ed22eeee3ff2c",
          "commitment_y": "0xa2e471ce39b641480af93a27f67133470c2d140b69b9482eede823b49b80f304",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x535b5412e836668dbf0fe1d82a8a3a938cf7ebf59a8deff5e3920091b487e849",
          "commitment_y": "0x5685bd94f4b5ea2e10936bcbff7b9934504916492b864ffbb25194dc69ca0157",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4e1502016ad2c8167bc92f3c3fe5e3876c51b5176dabb265023382acf4f6aff6",
          "commitment_y": "0x6f40e87f8e6271077f246bb3d0f0742ae0de0a295e3cb6da91061fb9448d1cfd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x502089a95873d8b828022c9bb952e88103141186e21ee334c7ed5339b9b8fd92",
          "commitment_y": "0xc200f516e33728fb15bac0935d92bbd1b200f45c59c186a9b2cd86c5d3f70cd0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xbb32aaddf0d2eadb8730a9601ce7afbc9f7b8c0066f1fe8b51781e75fad4f46e",
          "commitment_y": "0x397c9abbaa25e3a596ae305bb9e6bfcbe05aeea747be254e17f6ff206436f410",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9dbdba032d0727c79facc437da84cdbd0dfeea5e125060a8c57529fdecc6348b",
          "commitment_y": "0x578765ac76da15f2de4a9485fa14a81dd9bd3d9f04b34926be9fd333ed0bcc71",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 10,
      "present_count": 10,
      "highest_severity": "CRITICAL",
      "merkle_root": "f2aa2f119aaf57d9ad12d8575834cbbda97d3214335058a6b0f75435b1311de2",
      "temporal_anchor": {
        "anchor_hash": "ab07ba1656295a2d75405fa6ad496f5be0918067117fcfb032985c532019dc6d",
        "chain_height": 531423,
        "epoch": 1791417747,
        "previous_anchor": "bb5323e072e12b09bda49aeb733842de2e40fb2af92d8a04d9a0d4091b8f21c2"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 10,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Principle 2.4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.214577+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-757a7f0bac24b5cfde9e2aa4",
      "version": "1.0.0",
      "model_id": "BAAI/AltCLIP",
      "observation_timestamp": "2026-10-08T00:02:26.363266+00:00",
      "observation_epoch": 1791417746,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8dd1e527ad91590d80d63d39c71e7eb20ffdb88fb655ec08939e002df6b0aaf1",
          "commitment_y": "0x41c47b688863d06aa69f1cb8bbeffcf5b163bcc24f06ded678a2d460f09049a6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe2078d0a2282945f3734739f04eb2f6302446238296b9efb45ca1b9522fb1ec5",
          "commitment_y": "0x1fb1be035be2844f34ee2a4be2a2483d42a48bd14fea24d5ef5791892d126471",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa66fcf9455504d546fd20d3654cf526753ac48a3b1bcd8481accd0af7df6f0a0",
          "commitment_y": "0x2c6cb1932a139ce5c241f7a4330c691aeb9db45406fdee6850b0ccb0848393af",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4f4b3e236b322a10a04faed1eb0820fdf04a0be1ac5c09d156bf9be94447e968",
          "commitment_y": "0xd4d2667baa16857c446dbbcb593ed27c6d34473140de0dea20b364e90af33414",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7e933188d2a46a2013ca6177cafd0fdf35f181103716e3279c29b74fcd4c2580",
          "commitment_y": "0x67e4975fc8a9df4322db967b160787a23255750fbb838438969db5cef0eccb72",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x7d4267ac9fa57f9285aa0bfe04e8dddc4ef320621cd25cdc638d53684c116247",
          "commitment_y": "0xb9fb60ab72ede0a433a50a168b8197ccb85902dab0bbd169aca880bd688faebf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xe5accf959439d6c2d625ed5066e24934465a078b3cde59b99d8edc0445f0c297",
          "commitment_y": "0x99f48b814c627eac5b062ffba9f551db89c3a3b9f49bacf436d48c3a00be84e8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5df6f859514b5a89c3bfc75f0cb278de34b392a00f2a692a2a10d6bbe2225b6f",
          "commitment_y": "0xeee54dbe2357d78fa1a7a371ef084248fcd1c5017b3fde042c218372fd392457",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9d092ae4910fb13e27322dc83dc8c0729dd182fdf3bf345ef75443b15e353c0f",
          "commitment_y": "0x9f66cb0c72452ebf82fb2acb366f209af921abe382e498d48e401f4ec073a77b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc0da1765ca60bd250a0925b541734679dcd215d535b45994bc86267e2db42176",
          "commitment_y": "0x34efef5a326aa831773405ddf2235e1c0355c776ffb8c2194219c4666d717164",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xee9de5c792367a4be4d7ed7e5b240ec3c57c78c28e0978c46d695e35e799aba0",
          "commitment_y": "0x6d373f3f98d89445e3f82edc9ce5474faf4fa2f13d1f46f64bdcb7a399cb776f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2a14715eeea3e6c2f84ef822fa9d8485f27e9ae222934a44d0320d6a9b87f1f0",
          "commitment_y": "0xef00d490d419d6eb9f46f428cf0a4f50ed947810009c58e8f682a190b6d64fc4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3d5279301a822c6d654d0eef70539b44068176cbff073c03b9e01ee066c37271",
          "commitment_y": "0xb20438ff420f4c671d331a97ce889eb96cd10e82794a7cf00d3486945c231ebd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9a00b167a11eeb7f866b7694df3491333111e3fbf81a3776b92bfab3ead87c80",
          "commitment_y": "0x6fba9c07ac837b2480a34258871a7269fae48e7f04e6856aece8c8a26756b1a4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6bc568199c9d5966fc8fed7ff713bee869bab5de86b29347988a0c50b9213340",
          "commitment_y": "0xca908ad8e03fba49bfd470abcccb285ffe9124022224ed90b1370d72de959686",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xcd5d03a3cc9c86e591d8f6dca96571a79948b3bc0ad5a8f35156972202d60049",
          "commitment_y": "0x9e5819474e3b500f5e629ee718a0b56f59ce7ccbda479a28da0a384dc05ece76",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xef8308fb20a7c56bab24903faeacb55705ff8eeba40b0ca4552ae1ade75412a7",
          "commitment_y": "0x2c49f27614961489695e014bb5c1f8f142d509a13732e2800d84d700070377dd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x603c99c35ca86184acb3538701801b4b1c1f0b8885b8d319e1dbd493150c5c",
          "commitment_y": "0xfba496ee076375e647b42998f4003171a22d38d471cfeb3cbc1b2e64daa78eac",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x176d726a88e43a7fd28f5e0cf1a9b736fdad92e91cdf85632f974c6802862327",
          "commitment_y": "0xf49cee26b537c4eeb08585e19a26648151267eddc55dbd6a7bee6103258d9c06",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x307d87d7ed0cf86dfe244df21f24c04c0b6d3eaa5a8ed915f404f20b11426d38",
          "commitment_y": "0x8d676a92a9d9cdd3f13e8f7d582c0e2d47af0c258c9c27698e4dde6bfa57d77a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "697e811e194aa8049b0e856731941bfad5f6c33a02a50b6e753696953bf9c22c",
      "temporal_anchor": {
        "anchor_hash": "bb5323e072e12b09bda49aeb733842de2e40fb2af92d8a04d9a0d4091b8f21c2",
        "chain_height": 531422,
        "epoch": 1791417746,
        "previous_anchor": "540ce0f3d17a53c34d24efff9f4cd72070f1aa3bc13ebfead201a7236c55dd24"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:01.508614+00:00"
      },
      "sonar": {
        "provenance_hash": "eb1e279e7dbc8b549ea7259f81c024b15a57885642879f0a634c955a5754c8e7",
        "provenance_score": 0.25,
        "base_model": null,
        "license": "creativeml-openrail-m",
        "training_section_present": false,
        "declared_datasets": [],
        "top_dataset_signals": [],
        "scanned_at": "2026-10-07T02:11:28.029759Z"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-e70d07b282d1892eb7073a3d",
      "version": "1.0.0",
      "model_id": "fastino/gliner2-large-v1",
      "observation_timestamp": "2026-10-08T00:02:24.821177+00:00",
      "observation_epoch": 1791417744,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9068563146e72ac67baceeba4df7f728c0d62a4b5917c14166e099e3d06b32a1",
          "commitment_y": "0xccd249e0048e5497fe991e0460b0c01d501cd4e8528ca5818871accebcae7044",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xabc6efd2b1d4f52a1d9de60f6a4359ab64c93703f81df201abd97ad3f2d5f256",
          "commitment_y": "0xf59b0b6a552d39338c02fe4a1f80d4c0ce6c1001f83b2b9283a271bd4d3d1dc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7b0fcda9d935fe78037cd038fbeb9917998699776755052731a1d86727d69abe",
          "commitment_y": "0x6c7a0dc8627d7886ed0e2401a5f0d3a32fdbfffcf8b1d6e19d77c721f36a0d47",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe04c1146ff67a44178af04621fff5333facebdf873033c780d8aa6895f353ca4",
          "commitment_y": "0x679943b7319e4920bccdf16d70df596da8837ec46b7260257eafc0e24d7198bb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7cd79a43feb6a95e37e2562d713fa4e9005c245c94e7342f0d3d042d5a4a3837",
          "commitment_y": "0x1e7a7d5e99fd50829a37de5df9ee5277a92a2e8ec4872485adb58deb80b0b33e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x43f0e1e1b5684d50bb8af2ef49cf1db370f0660282a1b18352977f829fee3f2a",
          "commitment_y": "0xb0cf8db5083dcd19b373c1da233151bddbc5761ec992384e6d197c3eb096d3c5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xcff0c3040fe30f4c668b1528c9e39bbba5e108f617333bfc69d396567fe43429",
          "commitment_y": "0x857fbe106bc6f578ea6fee20bac2716bbf5ff9f962e47ed7b8e14a4d54b34ce0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2767ce78529a419067ba13cd41cf5aa668009942a5b9a7558ea64ffc464a4214",
          "commitment_y": "0x235186255621c4ea981e354a966d1d7c273755d6b9b36e5bb882ebdda4f811b3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xbb28e0985ee16478a9d8495a97b2fef0e6a2ecc99554102c23d95c904911994c",
          "commitment_y": "0xe466ac961f4ccb11d65820d61b9eca061b787f57e04a7b7d0e86bb3f47fa67f2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf4266e420b4c2a47e269b22bb27fba456521de73b397ef14b5f9c52c92978b83",
          "commitment_y": "0xe4baac4390082e53da2e319b03a667655f8e447d9b7958b91d12a506d13e58a4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x62056f311a09eb7648909f140165f367340095387c8ba1078e1dcaaaeab3028e",
          "commitment_y": "0x77291ac7eadea8b2f9adfc70b8b21808c0ea29ef4cd62872117fed528a90ed77",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7e6dab3986df20b7a29de0d1377d722a7b803e410e1195fb61a5dd33c004773",
          "commitment_y": "0x4d0a3f43dbd897e86419d977734ecd53af2eec21069913f55007f0c9ff301196",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x82bb0ed5d43f07a9592840320fe89a075c3296139819b20e65142c31500da937",
          "commitment_y": "0x4d776e9d7ca2f9e6c7c6c6527812f50891d9343e5786fd9edf51d86bb1271636",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3a669e6ccc641aedfac652ed90bd5253910634699c42d68e6c8f223bf9e1faa2",
          "commitment_y": "0x104b5186be343bc03d3b4e716640cae20f92cf26dea3135f1cadeac0df863c5e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x800a74104b5abf6515df2703a04e0c1bd9fae92549b46e2d921103c954e56030",
          "commitment_y": "0xf0695faf5dc0a28ee0d43903979d5acbff57aa21c73822ad7c7577202e5397a1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x7a284968c919138fb9e44cae74aea922fa09b413498afdfd4d2810a2073bd6b5",
          "commitment_y": "0x80f2227db866bbad0e7d53bc070d2a9e46496f7534f29418c311a9f53a3bf7ec",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7b98b0d191e677fe03e918d0b36e87091bf0489c80645b61b0d5fb5ec0d3f4aa",
          "commitment_y": "0x62598e7b7810e7b0c6ad25b9c75cde852fb5a7653be7b96ec7842fb1c0fb6cf8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xc2bd689cf46d27998a5f6d17361908e1801ba6fe8031c4c0dee415f6ec6c2968",
          "commitment_y": "0x5af7f66f76f924face579b3d517bf0edafa8c58183f03e05ed4fe6aea3ffeaa0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa50739783659efaac03b877ea6f97c38ffbc6734ff135b7ceb677c6ae5e4f337",
          "commitment_y": "0x30e2cde680c73039e7dfa59d418eb8919e5da11185e3dad88595e29e7b3de72a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xad051d054a97acf996b7e46731a13a8c858e3d567ae155aa157abb8c9d91218",
          "commitment_y": "0xdb9fef7d4aedc7113be58190a1e6451c3ef3240d88227d21b391488f9a252e0e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 12,
      "present_count": 8,
      "highest_severity": "CRITICAL",
      "merkle_root": "8b5f94e62882596e84ce21ee44df5e3c97ffdc8849570996b6f83aaa49228838",
      "temporal_anchor": {
        "anchor_hash": "540ce0f3d17a53c34d24efff9f4cd72070f1aa3bc13ebfead201a7236c55dd24",
        "chain_height": 531421,
        "epoch": 1791417744,
        "previous_anchor": "423b67678f0bd3aa4177ab5273e620fa87a9f4e840ec48dbd660ce5799eeaa08"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 12,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.497494+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-35473380b6654b073095ebee",
      "version": "1.0.0",
      "model_id": "mradermacher/IoGPT-A1-Instruct-i1-GGUF",
      "observation_timestamp": "2026-10-08T00:02:23.289325+00:00",
      "observation_epoch": 1791417743,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa0169df6f5ae39556ef5910f9498a4694a56855ab3663b67a5a1c6cce081057d",
          "commitment_y": "0x9d4d07cdc1625c12e7ba1f24978ebd5161a511720a8414a060c7027c85949ae2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb17f6583278c6426819f1284a1265f63042bdfe82921c4ebb9ff96eeb4502ee7",
          "commitment_y": "0x7834bd55b1e982c7e805fc850d51b7207e62a7992a36e7e4b313581af396c890",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x46ab25e26ad807f153852a3c59902cf31661c9b9580a2e6cfb2dd40ea3c95e87",
          "commitment_y": "0x9fc763a638ccdd36584e788f2d912ae90d02a29d4a06c4be2030f8f3b197966",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x62db14642480f8123790b5ea1452c265a4f1c2e3c20a198e9b582ac04647b05d",
          "commitment_y": "0xbb239485b3938a3d294bffe8d2621f21371e3606757c78e2fa7eceb5196fa2be",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x64faaae5236ed90dee59358d7f04d2d88889e0ae88baf9ff09c74e90dd4ff36b",
          "commitment_y": "0x378a21ea99e882a92f2ecdc955858d924c15a5cbd840078bdcec37600d5a6b38",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4d596eed3064a955c480f07916b4cc3fdb2f8ed3209f86c9edab8d667f23e92c",
          "commitment_y": "0x3d7b88e097295fb23845881829b4c23093e1d8cd648965813d80b760b65e46a9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xda575fec00865882399c5100d46fa8a3ab2074a30e57374c44dfd56e9db5f194",
          "commitment_y": "0x3fac715f91a76896b1d820e0f1936ff7413ce7b63685ba984e3e22720d94f0d9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x351fb61674799d11e39f7175b6c8fe4007e0c2f2e8711a15b011be983d0102e2",
          "commitment_y": "0xc7688a90ac6dcac13bfd30208c66e8444ccb0752b11ece3326265044aff91b32",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xb9b64bb9e017fbe10afbcee5485fa5c95d00b2b0e40c8bbcb77be152c61fc91e",
          "commitment_y": "0xb053e853f7bf49d3fb8fabad49be6875794aee33a2bbfab795d8a7910202d920",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb4a3885feb92153825be72564613c0e7a38d5e0d9c990a248eef575d2a725463",
          "commitment_y": "0xe8953bba12bd76a131b937c138f872bc569236d2b1f2d4f21bd19c0f9be791d2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x578cff04ead9cdc1e927322edf38fca0f0f7e0e8aaafd2136bdc9fdc422e581b",
          "commitment_y": "0x78816b25eae52c4a270234650cee6bc10ea11e2f5ab800a80127f1f77e7e6900",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4ab6bd33f308f1db430f903d5841f092d7a90f9634879fe7635029c646480673",
          "commitment_y": "0x49ad8d8091308e5434ab69867a191ba43f0ad8359c5d54b4232a6d880efa333a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x26f1f2260fd17b30c1e98a33b2b925a0e1ac278c0c8b7d00e8154c9db73d1c95",
          "commitment_y": "0xb0b3e144c22fd21bc71c76f1a02d756ffbe2fea1a507a7152a15621926875dd9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x81b1874a0287080cacb6a2d872251ac6b89bb9217c2ecb195336e5022479d0d4",
          "commitment_y": "0x23c6d59ba22c342ccfcca7aa127ab36d411df8ae815169b997cf10875cbd9e75",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x75e475699da0fff4153b84d799ad98b948b64fa5779cbb294d301d78e4c1087e",
          "commitment_y": "0xacb9e1379c82950f17f05734f56299feaf4557b7de8c2ec5029a366225150439",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6492b1bcf1d39832f1f1b6b32109bf317df43b59b18d42d066995363e2ac1e45",
          "commitment_y": "0xbee504e0f3fe44d4d036c7588b3bc157f288043a43ec1ff4a390e6a7f8e957dd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x36f31af62c6cf59920efe45fbb4bc0f7b9b2ee5d8dbcfb7cb6ab3d0b368806db",
          "commitment_y": "0xb1e654f901717266689a4f4bca49fa57ba16eb9b8bb2613dfe66ded019938611",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1c337260646be22df6c8998837882a5e920a33d6380fd5c4f58a81d23afe79fa",
          "commitment_y": "0x57e849272233bde403e06f0eb97ed86a72204df885804ce70a7ff8e2724aaab6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x79efb750ebfc2a63e87473ef45e4a8d13c65321b62af41d000c67e408d3d2deb",
          "commitment_y": "0x6eac6ee9414744646a629ddb2247e18f398d55ad38d6214ea7b68890ad34bd33",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x45be0f88b55cb76562ba4784637e70c3529c91e7114d1c5788d6a0314b9d629",
          "commitment_y": "0x130ec00d446e6a925d2c8b488c1e322a9bc0d8e81023a093bc63040352075ea9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "d348c619207e417331b990a3fb57f110635fdba57abaed810baa61def8d46f84",
      "temporal_anchor": {
        "anchor_hash": "423b67678f0bd3aa4177ab5273e620fa87a9f4e840ec48dbd660ce5799eeaa08",
        "chain_height": 531420,
        "epoch": 1791417743,
        "previous_anchor": "dc9cdd9c28c43a675d7880027533fe72f7b6db4efe4b392ef15a24e9a0444d00"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.700401+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-c8089fa91155f4f284626287",
      "version": "1.0.0",
      "model_id": "ardhian93/kunamgedi",
      "observation_timestamp": "2026-10-08T00:02:21.760493+00:00",
      "observation_epoch": 1791417741,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x38505021bba3fe40f1723e9e5c4f74b0b69c5a0c23663c4831f58f5298c56285",
          "commitment_y": "0x317e6d4e02c4f2dd498ad7aef21f81d86e701cccf487721bd5744dfe615908d1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa506cad26261c726050bc6636e5a258f6715c492279e4f2c09da86ffb130e7fa",
          "commitment_y": "0x58d62c202956d4732fa274771628c1205539a4a91e6c8a8b2e538c6f8b5c2194",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa4e352b82bbc5a6e8913da7eb7a0a3ddf95b704cd01b4a67ac2cfce881175ac4",
          "commitment_y": "0xaa8b8c606a9ff345fb05cf23ac7ab7bbce4159c0aa55d78271dd9c3c7592612a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1ce8ed163b7f6cee9754a196b0b147bf062f25ae8a05fc2fd3282db769b8cfff",
          "commitment_y": "0xb57037b3a081220de3e0d91eb9fe15048ea6d6afd5aa3345122c3c806a0803c9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x23cebfe0f963497b9e7b6fed2ded735cd2d5e202662539bcccca51f840e6af68",
          "commitment_y": "0x5fe866229d7a1938c4cc72213e4cfd664c62fd25bb630b4ddec2b5a0ec0cd6f8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc565587e687938d0259b562dcff627c82a9d1d848691fb7e1b1aa1de9845e60c",
          "commitment_y": "0x29bbc572aadc9b71cd44f444a93b81ab9940ee5de8c5c954cb1d4995c08d2599",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xc2331a35e9dfeedc98081a52b2565e4d10b03f470685bfdd599906d26561a08a",
          "commitment_y": "0x341fa9b08a9252cb278f9590f4346ed7b9cfc6be5e304114b06d8e0ef719d4b5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7cab13d98375faf50328c26ba08da0ed6a14c9e36e86b32f7d66c960e3df91a2",
          "commitment_y": "0x71aac2536549cd32e2663c770f7ffca5a2230c469e07b9d9b77cc49ac915fde9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x58d1271992f13e15bc9dd4f75538923cd47973e56d4bd72d9c8506b728656229",
          "commitment_y": "0x146ade0a308508a56146db80f8f9c274b4cc0131342b5a1fefb9470c2c6a331e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x80cf738a298d0d863a115b4e3d8db160f95350e4c292e022baa80a68248631d6",
          "commitment_y": "0xc8d15eea7dbddc9935a537d15a222bfb19c3a4b3e94969dd524c6734148978b7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x608c9bcef919e21a18ed4abdbdbefaaa5a0a99d2997bb3f624839623d5873b96",
          "commitment_y": "0x239785271d48747818e723f3e2bb339d12431e267c96d9de4781655c9ad0aa7a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xaab7afaffc8624c79b14eea4ff56f6ac5a363b12e62f52a2fbf76f51df4dd6ca",
          "commitment_y": "0x7596e9ca75fcbb7c9f6c916498281605fa647381a535c5359ca82cc3c5ab3753",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6f37a9203163268314af0d2067de6bf045f3ac7b3c6026032d98efb70e42cd4f",
          "commitment_y": "0x4886ee9d573542b686462045042dcd86c33e49edee0e80a79cf663f00a4be30d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2ac059a75f478a653fbe5db686a12faa792c6f38fc687c9320393d75355eb928",
          "commitment_y": "0x4d417892f778cd93cf190fbd6e5d7fc3a02c21da550fc627d9ff470c780d6d27",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5c6c95372504c5e1ee84b517a14ad08e2fa0692a34fa925615fc74568fa66218",
          "commitment_y": "0x4155a38752f214ad968be7099d1b672e6d8197600634b66efce3c32d1efb3acf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x36830eaa1b615182f579261f3ecd375d4f18ff9cc76c70c45176a24de83e6f30",
          "commitment_y": "0x7fce8e0f3a7a7e56151f587497a10e6e365cc1d35cfc1714e99ec3a8dd6778b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xed368753972cb32b438b3dfa5c53b17388b7574378ac7f61527ff5fda6504bf0",
          "commitment_y": "0xb5ebfff0177db3771cbfce59fdeca4bb61e0f3cb18f7e5601591c2967e5fe83b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xefaf568dc7875e0a60de521fcc1785b41d2140dd429c0c52910eb19c523794e3",
          "commitment_y": "0xe98a1f330f519e86507f5dcf44948e3cec25991735b1d1c2d2e54e5970b9e544",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4cabb57384a644bf81f8b5584719784d63a681a2a2da36fab7ebd89399445f26",
          "commitment_y": "0xe9d7f27d62b2e47ed49822dcd122d2d5ec5989304b6ba3fcf97e547f9c72e80b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xac39faeab7bf44ca977499916ced9c77f0926f1a701b1eee4ce72f30f8d48589",
          "commitment_y": "0x7bc99eda720436ce76a9da51fdd6110f610c3c14c30925638a9c934c9febe8c5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "9fd21a97b3546170b173d0ab3bdbb4f4dce0a3cd8e5461de3f2628b92afb4c1f",
      "temporal_anchor": {
        "anchor_hash": "dc9cdd9c28c43a675d7880027533fe72f7b6db4efe4b392ef15a24e9a0444d00",
        "chain_height": 531419,
        "epoch": 1791417741,
        "previous_anchor": "530501f5533bbbef23808a1c48132b105b9bd2c7d13553d1a1dde51d444aaa16"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.902521+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-65b175b594d32231dcf40b67",
      "version": "1.0.0",
      "model_id": "Intel/zoedepth-nyu",
      "observation_timestamp": "2026-10-08T00:02:20.252045+00:00",
      "observation_epoch": 1791417740,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x14e6e51fd27197be8ab4462e4751a0d8227c2f028aca18cea3f689721bd2550e",
          "commitment_y": "0x8e2a707e9d570c776352d0009b8b7214c8423b517dc94bb23e7da20d835520f4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbf495409cbcd38e2908311dec8d9274878dd7149a0d8b0d56929a61b5a70571a",
          "commitment_y": "0x19cf39d7faa78cf763bcae3117e1bd2236716ddda260c75d9b8debb07fe3a3da",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6a927d8b19eacf57b172c673a6576f88948adc6a989599c6a46cd7c014496f7d",
          "commitment_y": "0x3e1834b09e681de28e47b08121bb97af19d6d0dcd19f3ae57190331ba895e81",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x45412e2d046b9ce7cceb325aa9b1eaa3b7f86dafcef887db1bf5e83d280ffc7e",
          "commitment_y": "0xf53213c834ec87e108928640ac5085f2f64fbf7919b655527bc86ec5b22bd7a8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2d5e81894a6bf2659296999e1a72e570ef712ef7fd4813addce24f1941e3cff6",
          "commitment_y": "0x491bed65ddc9de4500340957b2370bba475788804e9ebeb9263c6ca9c48cf237",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3c7442f36acc799f2cf61b5606099f56f440bdba8b6eb9034026078b10e34777",
          "commitment_y": "0x6ee62feef28d4e9b26039db9f8abbfd65cb40fc825368f001ba6af3b6fc1b94e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x3f71b5463615620d754b9599c51baaa186646c197b79b4271233c9821285caf0",
          "commitment_y": "0x60b7bf6cf785bac9bfe1e5d2c4207ec663bbb7d43b1d549cada44b60810070d7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x96ffba6a8dc2131b4c2ee76d8c967241264c3535c486cbfbfeba91e52c74aa2e",
          "commitment_y": "0x3423c3ff9ff0ca70648b22646564273406d58e2b30b2181e83ad27742d659d71",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x9c6b6eaf437cb26c0a09edb813de51b5fa043bd6c7717cdf913efb9c3d37426",
          "commitment_y": "0x4fc99b1384e8347885d1148a69c672f6dd4315e8af9bfef8576cd5d8dc2319f3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xddf3e5e92ac55f529756d97c0fa460bce8a227656c1cef16911263889720f0",
          "commitment_y": "0xdda2bc816ca368c509779c571917908ee909ff092eee5b66cbdbae6f638b93a1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xd9871baef5980b1aaf55683c1737cffcdd874933625d9fc767aaa15bc6ed860f",
          "commitment_y": "0x1ce5e8c4e6e4b48859aaa00dbe200790070cc0408662dd2593deeb84feee38",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5df9f4475439aad5b42a406c51cac8f6dc1899efa4b27fff4997a3636b15dc55",
          "commitment_y": "0x9e10b752ab62750dc0004c22546d3a0ec98bd6d67d30adde5d23a117fc78667e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x517e0097d6c8c767af6437dd33a2f1551ee57e3ab33a5cc2ee4109c7eaf9dc8",
          "commitment_y": "0xb874b3d08ce4bf5f60738a4b220dfa696a05bd0bed5be1c616fc955b52f34d00",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe2a51f48b4996e0beac010e0fdb469987075733624d8dd81c79f95e7c353352f",
          "commitment_y": "0x48b1ff0038075a1ca48db6f0ed34c0efb0498c220fc84093ada8c5388305df16",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x220762bee73418d4cab6e048127f7a980c74bc41d861363446363b47d9cffa63",
          "commitment_y": "0x28539308762400352c3eb6b0a24b974c1d77535af6cd691e52ed200cf7b4af21",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xfeaa3618a6b702636700a434072383e0977f9d2d6f6ca5cd57bfc9589373d2a7",
          "commitment_y": "0x81aade93105280558a7f611ca2c647c25fde8000bc12cb4209446e93bf4bbd73",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x34156f19df189102094fb516ab4bec9fd7c0f4581c753921dc25d24207d9ebea",
          "commitment_y": "0x7f25d0fea57abd228a4d6c3e3d7b790b12668b5db66b0c256b20ae70b74a115",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x1e7b286708fd8ddad0eb3abfb236a77702ede637c18cf74c5ffd726a672f2f6d",
          "commitment_y": "0xe8c172e38454d338358edc15755063ff086efdd70c033c6fde9115680d8e759b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9ce602bc6bfec3f5bd934ada13d01d4cb4785c583e2a80c861314cc9f1a9d632",
          "commitment_y": "0xc1dd04eaeb62fbdf345b9e945ea82ea019b56e4b55a9816b63d237eae7fe6c72",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb4e400bbf8b9ca243f5c713f22fac13ccd775a57b619d583b42351a32917a9de",
          "commitment_y": "0xd8e77c38a9e776d19e15920563c7165e4ae2ce964f4e8075165603969d8dadd6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "39b897ac56956d28adc14d9153b565542932ac4ab26b1c9cd8dd228c1acf97c7",
      "temporal_anchor": {
        "anchor_hash": "530501f5533bbbef23808a1c48132b105b9bd2c7d13553d1a1dde51d444aaa16",
        "chain_height": 531418,
        "epoch": 1791417740,
        "previous_anchor": "5549385751ffa2ba43590a4d97437f44bd8f8305b501a151fcac062f64f832bd"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:02.943409+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-c39a86eaf03bd1c9baf56d97",
      "version": "1.0.0",
      "model_id": "MCG-NJU/videomae-base-short-ssv2",
      "observation_timestamp": "2026-10-08T00:02:18.742984+00:00",
      "observation_epoch": 1791417738,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8511101131c6948d4976499b7bbdd928e4ee920de584efa10f416da8a0a837ce",
          "commitment_y": "0x9aa452cf574ab885915df1ae7bb5f64d1720134545cd398b2018ec0cf4e7a7ad",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xac9811fc84e54176f9cd003559f1ac58defcd120f7b47c78c950d3f26017b6b3",
          "commitment_y": "0x8b9d24f19b2ecbee931271c9353ee46072148db01c4a21209e20f7057971964a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb70d6fd922ac730377012c5de99383785518acc4513662fbb70325601cd915c1",
          "commitment_y": "0xc8669a8b47c9539cee3de817808bf030726927d5c0e36eb0dd20c9d6f3e8c559",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x578df2012d0abffa55c6f3f283b842b24d785d84a06e41ad9a19673beda4fe09",
          "commitment_y": "0x5b7b28ecc70f0911efff04540374bfd230b0349cfc927b87b37bc97dc68de9de",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5ff749035a325d5efa46d2aac66f5c94b8e32693340c03f051f53023c2574942",
          "commitment_y": "0xa190076bc44ca2bda1ef7f5ba0587e7a6b0743a7ad3afb8fcdce837a546e3851",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xe2684a131b02f3d90650f0fc11d338a90c5e601aff06fb5babebcd36e8f3fae0",
          "commitment_y": "0xf99bb4b71b24b877c9eafc277de7945b794e6f8460f4f46f870d0e36c6b3988d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x4c7ef7a66d0cbb05b3ebe287d7a34b5713f008a31168061c7f406d8f723efd6b",
          "commitment_y": "0xb28c63e63facb2b1f2b8f05ad180161f9b32779d955e39e12b24ea2235f5d67c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xac47bdf9a3fd706e72725ed339075904349d997f687b4320db641ab94708e6c7",
          "commitment_y": "0x13d5509eea77e642de8904bd57529c75286bc7c2bd292c92f8cd8096f6bca054",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x312eeeb24fb9c428fb467c3ea754cea8ee2ee48e4b6682620066bb9defe7667",
          "commitment_y": "0xb5d8c435d530245d9c63dec9de1e25b7deabc7e654557616751a72758fe7d5e9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe4c71ea559c003ed94f4edc60ce9ae314bc31b6e740bfb324efc6e1fd3784f8e",
          "commitment_y": "0xa3f25f685a1b10aa94d2f938804da091d64343f2e13b33d3a61c7c94ec4245ac",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x5f3bf793b9d8b41db924aa377a754619b5d7fef9dd5d40d590960e71526d4fbd",
          "commitment_y": "0xc12cb37b88d841c9bdde930969076c65fac24201e6d672d71d70a1f67032ca05",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x50e079a7b7d2485df5c8db11874ad81e9d5428b0b7d2b232e653a0b8a0d83c4d",
          "commitment_y": "0xa4303bb5dba751b697d13b4d62d6e778a27efc2fa374ede64cac5a7824a35582",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfc104fa7be200caa1c651a4b5751d94fdbeda9222c1e52934d645f9094399d98",
          "commitment_y": "0x82e745118c97b54d88c65497a15bdf07f585fe1a1e9bab4a55550046240f8f13",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8e325fafc7a22167906b175374ab3c33912a43aced5be39bdf9dd3060064fa7d",
          "commitment_y": "0xa91d07233d2ef9417973ba985a30698c5f602411dc740c4b6c17506359d655ca",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xa257f2b1a57d70bd3ced97e6ebdebae6e17b36ebcce94e6b37f8fcdf0fec50fe",
          "commitment_y": "0xb1c18ac4c77505cd66ae5f1187c0adc699319ab090f3859ad9ba902cf3a75a6c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x758c648b071106aa6ebef30c125c6c86b2399428bcf4b26623b14e5c11e2d763",
          "commitment_y": "0x8be286b8f2f30b7e65a8de69acc4a3887c0e0a942381b6a678e2a2328b24bd51",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xef1d192fee72a0c2dafcecef6a2f290737b446ce2d64b07f12cfa1d92e7fc5f2",
          "commitment_y": "0x7dc5fa3306e4e11c23a6ec4a831d57ba52e913f76d10586bf8a8ad9758d1519a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x63c884192e19690aae50bd80532c26a65a1fd884a7c7352ba2ca73a107946fef",
          "commitment_y": "0xc016298d236711e9fd92706232f5f66214f282f64cfe30b2c3e314edd04d2e1b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x314df6d3d83bc19aa74a951cab0462aea05874dba77bcd44ae6736bbadf56dec",
          "commitment_y": "0x4165199e51f5a10a02a13ebb5ea8d9d04e46fe7fd456d14f13ed11107798e708",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6c9d968ce66ef7282e1e7373680408e5e360ddb93ec8e4099fa59ec43a957438",
          "commitment_y": "0x8ec124af6c4776e07cdc7f32a92e0121f4c0ae95cb8dbfa3cc63cde39a858971",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 12,
      "present_count": 8,
      "highest_severity": "CRITICAL",
      "merkle_root": "76a5f8da4a8c1312be6408b3d941027b98b509ff51816fc65338eab4adf3af86",
      "temporal_anchor": {
        "anchor_hash": "5549385751ffa2ba43590a4d97437f44bd8f8305b501a151fcac062f64f832bd",
        "chain_height": 531417,
        "epoch": 1791417738,
        "previous_anchor": "e3156e8ad4c8c455136ef72846b0ad714c3480907bd889d0899cc37d562987d6"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 12,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:03.236967+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-9a1d2c1d5d03372f70db4081",
      "version": "1.0.0",
      "model_id": "openslr/librispeech_asr",
      "observation_timestamp": "2026-10-08T00:02:17.236207+00:00",
      "observation_epoch": 1791417737,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf567d40afa9c8117536e11b11010c90d66ea720ecf408af578270e29f89a77be",
          "commitment_y": "0xb3fd99fe738db200e0f5b234c69fa3a27661577060086a2e69fc1085a109e9ba",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x48f1790e3bc9064196eba8a8ef458397caaecef0d2f8f541ca0774ae01c4a04f",
          "commitment_y": "0xe3887853fa07467781be47cbe0d15f70f2a5c53cae16901cceb22d2995705fe0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8abab238f6811f7379d6cd149489b8db7cefa2b084e944c97e88eff46b08017a",
          "commitment_y": "0x8e5a8cdf4ff08df67900d4e4bc824f138ea0ac34286afc333e0a4575a554744",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x89a5f73a98c43a6a8704f0f3fa78875c9ca8d48a7390c802c7f2a2f9306f7d1a",
          "commitment_y": "0xd5180a8abadf68b0c28e3062cfa3b4fbc35630da7d988f45724ff12a4508ac04",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x240c9f5da44325ca2eadaa3d089ce28ad574e7f630805eb69791791af2668dbb",
          "commitment_y": "0xf9ecb3692b5edc0abc73ee28c90924f122d34a5f6b71411ef7bc53720d7f7822",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5f0f670bb4863af9e13a718a5f12553c366c3ad0b80a2440e97b2981dbec1b54",
          "commitment_y": "0x33a18430d45d2a32414f92f9d57cd954489a56e6cf86ecdc3112f5cfaedaa771",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x38d089da54ef2ccf0c490d04f9c9a28ab4f8d78f43f299088f6df12af4f5eb07",
          "commitment_y": "0x7119e4c7e1163f53b533461e3afc85209e247382ece9e5ad498fa2e43d223874",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x93764826461bb9fd33749cd8eb71098ea879ddeaec4f7c4ae44a93143442fa8f",
          "commitment_y": "0xf3980b6838f783bd412c416c95a1e18a77a7dcbe9d2e506febf1052699300cf7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5f14770edc0a0a8172face416b8a8c4d9fac1f27ab58c9b2cf13b40c48b8086a",
          "commitment_y": "0xa25d0e63fc756316abe2579014432c4ce0e307c3c6563c0160adff1e9fc93aaf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8ff3c9fe2d330822a41f30db58dc6caf9038a6c103162db798affaa09a8d5a73",
          "commitment_y": "0x162c0312f40d43bd17d36f15fb9c44ec2f7b7b88b46380d35cf4a78d1bb9270b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xed4aa1ace5e5ab81adbdcc2d229f84cf81471272e134d8eac6571fd01370a2ce",
          "commitment_y": "0xc6ea94c4743625f58a9ca8a918037f70815963432cc1d6823caa246fc91a87f0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x692f6ea1ed34a8c454285c7835de9c978f9dcf1b9a4805c98037a752d1648027",
          "commitment_y": "0x6dba6960ae81d9e0f8a721a26dfcaf13eab043cf2bc5377143ac6377acdf0104",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9fe84a31cd9c05136af5b5b432db490b10de804c21526758dec1cf516f047afe",
          "commitment_y": "0x4193cb7cbcf0c6124390769ab83af6b2e3cbdbeea6331e466b2ac00a01698254",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3e0e1e1a4b313d6e884202a7c8b8e6f44903d0ee7092ebf9bbde508c90008347",
          "commitment_y": "0x3bab182659505cc74bc6ced14792968ca55e213787a72b3733da2933ff492ce2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2ec51f8b678974562c991bf5bae85cf3fc676749eff2395aa8872d2e92bdf9c",
          "commitment_y": "0x2b33c95e44909040c97fc7e0b6e094410bb87fa2e0a20df9e66139a62cc1479a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3f445ba7601321cb1387a99d7acfd30da538bf8a8fb72dbc1d5d04b44c396f33",
          "commitment_y": "0xa846e4c78c255a889f8c981fde16de7e0e92491009f7a114c2e2ed45416ca524",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9e06f80121393197a3c44e69615687487e8d265fcb7b458569e43dfb3767ca96",
          "commitment_y": "0xe0fe671f66e38d119ac12ac052166368a3a7f3674f2734e4da26fc4d71e04877",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x20638dbb823d6afa1ef118beb20a811d01c3b68c70c9442e8ed60d647504df82",
          "commitment_y": "0xc7b5af2bad451877cd68d230047cf9cf77c9017c751ec90febf74c8b7536089b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa2ee93e5f3cbd37df40b1728573f5824fc48a310fc4f8852628d15fb31fe6f1d",
          "commitment_y": "0x7a970827692db2c586fae0e973bbaabb9d626edcfa0113cf606dc393d7930595",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcf33d9d6eeb1d159bb6b0a25c224c3774d17bcf813eb7d3882208ed057b9526c",
          "commitment_y": "0xe1b09d4512c654cb92bfe85faf1b54c39cf147dfd95d4f5a598ca1b0d2a17431",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "3016d5b7ade988ebae22010f492cc3f8b9c7887353e98dc3660ddef48d84be24",
      "temporal_anchor": {
        "anchor_hash": "e3156e8ad4c8c455136ef72846b0ad714c3480907bd889d0899cc37d562987d6",
        "chain_height": 531416,
        "epoch": 1791417737,
        "previous_anchor": "d7f0ee7c24339810a3cfa242d49c7c1560018220ed6b8f1be34ff5c932b33150"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.491955+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-4b8bf87614e1cc6e7cc36341",
      "version": "1.0.0",
      "model_id": "mradermacher/LlamaForecaster-8B-GGUF",
      "observation_timestamp": "2026-10-08T00:02:15.863018+00:00",
      "observation_epoch": 1791417735,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcd3dbd1404d6a48ce7f1d93ba471dd25ee76c346430adf6b0cd155bfcfb4075f",
          "commitment_y": "0x5e6c12f26f465923634346cef3cc4c16ed1b9bf13a615c031c3dc6a18c785f1d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb4667f1ae1a3f5fb58add0005be81c629d71ca373e2251425824dab2dc617b46",
          "commitment_y": "0x633bfe10b67acc2d676b405cc4554f25095721d2efec2711e4891ef7b5ea9ad1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1b363e01faf7c62400f455adc70d597a311ab7aea35fac35bf50968fa10f200a",
          "commitment_y": "0xf0c3111dbee10ad35a5f095b68dfce1b7d5be1f47d27dd391fe788b01072a31a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf9a339f078d172bd8348d2ca38777f47ae8a15a9d3b0d6731b8f89fe16f2f4dc",
          "commitment_y": "0x1d0f951b5d28d397598065f191cad9ec184fcdd7cb54024741e0efc0d2cbb88c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9695729264b9980ba736bbc548476905f60135f02a572157cd4395fec2e1dcac",
          "commitment_y": "0xd339a3f4fb9585460c335732849da84b9ba2d3657d311a7a737e9a332212e6ff",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x41487ea127611f47647131e4481cfbc5929582cbbe9846aba2929653558367b2",
          "commitment_y": "0x1c6a64b29a1a02c69e23fb2677993c38d378bb27693ccf7c0201f3a7ed8f83f5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xdad44d8ba726d8444f9ab73cac88d88af6582aa28b298f0999cbef051b796ae6",
          "commitment_y": "0x8743f68a6e1c2dea89f6038142bd560818f575c2ff16c88fb9560fdd31111cec",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfc79deada3218044575476a86f2b6f899704da5a468f477faa628253795478c1",
          "commitment_y": "0xc00f6680777403f13e35575e6463419763e044dbc00913717029278359d1b960",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xeb6d440efd11ff504b710afeb3407f58dd2dfb7627178bf6e8ad3c7f768d38d8",
          "commitment_y": "0x65cf2364998814a9c03302d6a1120fa473e432b04385903d46fd23dbe1a1913a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xce35dfe902471a73f2445ab1515295ae1aabbc0a2aa5365544a1d6f2e5d6258",
          "commitment_y": "0xb5a36e1bc53cedda132916aaca391d84bdab2727e5f40b64e4ff0c56c9a16dad",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xce0a553d71d778aa29e015cc1da0c8d224565b30c92adf586d1e6cfafa92906f",
          "commitment_y": "0xe9d885dac52de2542a8ef84bd2e1878e474589ce2678794b1b222d419f932eed",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xafec374e442a41dcc329d4e1a8929b6cd935e569395f1cbf08287bbb02611399",
          "commitment_y": "0x62884052126860acf712cc0d7d4a8b524a2ece62ad7f185f895c23094fb9f598",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xddc8f9339df28f20f9f571826c86e49d00007d657408bc3d09f024e38e428b5f",
          "commitment_y": "0xf94c94a0aaf37cb23c166c9b48be6045df180e96b47e4e225a35d6c6e3d52ba5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xce2b4d9fa307eed2f1a93cb88cfa2e3527fa4faaf55c5d28af131cd3205cd4c5",
          "commitment_y": "0x7327685d9d7ccd8f59b6c6969ccc49ecb0629674e8ea8c895a09f9fbef36c9a0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5445b6e96f07ddd34006b49a1c2e9ef7a0a76cddc86d064e37c70371b13062e0",
          "commitment_y": "0xcc039593698717eb7a493ce0a4e57b417fde77a9e53ca14b93ea0527253a3ac7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x203ff9e76e49079930751ee7a78291cce0bbf795afbd751d99dc4d6b9aeb81ee",
          "commitment_y": "0x379cc6b0bced787fa8b7df972b8aed82b71cd3bbcd96463badcbcf100a28bbc4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf2d40d36f2c11faea0c0a2f12adf401090a846f61357b6c774a27c3f0c41ed48",
          "commitment_y": "0xdefeeff69d012a43b8f146cb41ed669f8678b293d55823c71fa2e604a405e5e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc9fcae2a672dbe301d11d4ada24253394ff77be130c0605bd717d6069960c9c0",
          "commitment_y": "0xb6dc79c657dd7616c922a119a78f7132cc11991c9151b3e9ba766b511c2d2a33",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xbe050801077a3e5454a545571970c0a7bddaab304f6f16263d81dd6d2cd13b46",
          "commitment_y": "0xf7cab08dd71bb9e1474f519ea4cface26d354fc6b269419646ba716f29e86bd6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xece4598a6a352f4953fb5b50db51977c450f2a71026f5b1b790e2c92a8f7dfc3",
          "commitment_y": "0xa9c3f2ee481aa5800ccf0e4ca3e60c23ab7ad49e9f6c647e28d72be3d0fec68c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "48c909411d9bc802bc91eb8f5a5770f57ff095b392e08258d498ac3d5bdb99a1",
      "temporal_anchor": {
        "anchor_hash": "d7f0ee7c24339810a3cfa242d49c7c1560018220ed6b8f1be34ff5c932b33150",
        "chain_height": 531415,
        "epoch": 1791417735,
        "previous_anchor": "692da74cb3adb532689446539e89cf212244e25c7e2ddfc94d549a9ff3004723"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.711448+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-bf098e324816f49d35653a66",
      "version": "1.0.0",
      "model_id": "jeff4700/qwen35_test",
      "observation_timestamp": "2026-10-08T00:02:14.322771+00:00",
      "observation_epoch": 1791417734,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7b64a61d936412142da332627ff914d99e2e8970f6b4bef2c82c86f1ef86cc33",
          "commitment_y": "0xf216b52131e8485ae271a15a217cfb0f0c8589207e73c52fe8852668a99f5671",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd0cdca61ccd1f09d202865fd93faae757dfbc2cb9e354b11285c473121093096",
          "commitment_y": "0x7cf8d14a9c62915fac8bbca951e3f9d12c6b21df08e9a924d4263568f59ccaeb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe37245ea298962d573b153a7f1bccef86c790b3d6ef88fa267f4bf364f556097",
          "commitment_y": "0x64ff6a1ad9ea80e4d1b03ba3e91f628d8d286233437cf5ed29f48931eb912225",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb7f94d7588fc0c3a92aa2539ef1db0288ceda55863505b7da7f16b4a304bc6e3",
          "commitment_y": "0xbcde79bad9ed48954d9961a59954d7bf390b21b625e0dd6ccb149c13e4745ba0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcef6fc05a4e5e3c534d64ac20eab24281577a208bc55b631fe86a609ceb68cce",
          "commitment_y": "0xcfcf8d49be0ccaef44775c6d100ba93b579e7116a4436b4de7fc9a5fd4a5fe26",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xfeb2bc3d54879f64f87afcba5770e39f1203a30d63442372db7eacf846b8de86",
          "commitment_y": "0x58e8c1c98b0c7d5c5346c1a6b6635a6ecbb4bacb82612b0a9d83c6f114acd71",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x341ca1ffb09ee6e8b62dd1ffcc18e295705215e85c841ae9959395086400f3fd",
          "commitment_y": "0x970a4c978f33340fb4c311fea30d6c8124014f33f9c642bd6f073451926c2738",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdaea5f18d1e16f18de20bc2ff876a9dbd7160eeaf4a7104256797fba0010aa3d",
          "commitment_y": "0x13aecf8ef96096e6a14ba99159b3b0332776d9ec71fbb3a54a7cdc814218750f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x68f8dbab76f44a5cf6bc0f345913cdcf9084a0dc2067948c7509ac99b6a7d64",
          "commitment_y": "0xa223b865fe842ca87703609c69791124c0cec1db01a3e5d879071e7339d80847",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1ddcbd0d3f5ac141959af4e80086df969dcba804edd79fe59922cb0dce6f0370",
          "commitment_y": "0xc1dfdf3b40479c7e17989e0a7729e817f54d74201b3998a8af56ccc35d4b8bf9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x2c84658c07e800a8b38ab706360e09df400f716e0e450d27f4db7f932169dc8c",
          "commitment_y": "0xb2c067c19c9364826e2241f1b8f73b798673b56dc82db06c2ba6c37b29c1889",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x113140983735db4e364f516bd0603296302057066bffd7722e7c4705fef3a80d",
          "commitment_y": "0x97c15ea9eabd5102c29c299d981a6def48e5c6e8542814a49cb9275d83d052a1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe8902951b87231bf095d1ead117f054a83008f92774a836e3689bf4885a30020",
          "commitment_y": "0xbbfe7748ed8a18be6552352d808f4b32b2b87c2916a8d3f179ab24c54b674bc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xddd99f4b7583658c83e6a9c76e2031573b683d559e68b82c841b80191bae754f",
          "commitment_y": "0xb345cd142025425992a3c18121deed3a6697dae77bb2a5471b2e1d47c0c3aaab",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5780bee6bb0db4bb2b8aae9f894a9d9afdf86205e10edcd26d614edd12361951",
          "commitment_y": "0x6016f9361adaa81c1fcbfbbd648f9b82119d75920c5491fb9ba50078ea61835b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x47efd0a02dcd34ba85b39f2543a7cfac9b711b3da7869e02c3de819f025ef0ce",
          "commitment_y": "0xdb383196d177f0cb42dd22cf9b5141cde5674806d8dee9f422731372624ed7f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x77a3f9fae53fec61ea33a8ec985ed19b4ad29f6a116f93cc4568bb3e08fc8e08",
          "commitment_y": "0xf491351507c73d4110243d443e34a1756b5fce31d398f2d0d602ad41e61e9b63",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x77f5de876422cf4e7f192b0856e0347444117cc646c50e303bef6ad25e7845e4",
          "commitment_y": "0x65063a78087f4284d0b1cee53760a7687ab4fdc79e785bc04f2c3d9f6300053f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6512ff49cbf9e86a7bdc601eaefc9c5f48ffd5eaf336eb36026cd89f84a5236a",
          "commitment_y": "0x23ba57b51d016adab4a0c5a7112006c916aeb9feb47c9b17433a863476b1abf1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xba811a939d6df5064db7f09efcc15239fcc2e6357c22f11f1f76c03bdb01a30a",
          "commitment_y": "0xfd5cf0485c78b0016d79d344e485e2570d42282b3f94c21038d3e24eb3abe75e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "36961868cbf1d5d119d66bfa0b535398763787d9f758e70a71d25e06e9a8c629",
      "temporal_anchor": {
        "anchor_hash": "692da74cb3adb532689446539e89cf212244e25c7e2ddfc94d549a9ff3004723",
        "chain_height": 531414,
        "epoch": 1791417734,
        "previous_anchor": "bacc45d617d75a2a9e66f88812a88383eb3af8f2e83bb090790d065ed5b8af79"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.303484+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-2ced773632763ca94b6a1524",
      "version": "1.0.0",
      "model_id": "Comfy-Org/HiDream-I1_ComfyUI",
      "observation_timestamp": "2026-10-08T00:02:12.425988+00:00",
      "observation_epoch": 1791417732,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe7bb6ca0bfb95bf1de5c8188bfd64e7b0bfdb40b0549709be26d4daf7e95ce63",
          "commitment_y": "0x632df125c66e36a3f7df7db40e51effc06b7386e5318dd6b6342a9db35f9cdf6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3ff99fc2772c1332eef40c9de09dae7fd5cba417dca442dc10ccf5c420388661",
          "commitment_y": "0x9c0a76e7211a34a065f37a8be7d7550107eb944b8456e163b645bb68c95ee4ee",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xba4adf8a12d921e308dec8d3a0b1f0cb29ed63ac436fe9716384cc972d616519",
          "commitment_y": "0xe248afdb27a78226ab412018320e625a47b51b40cc5a634e93c61488ad0ec500",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb95a73ef2ef0def56de4bb164fd7b43d78c4f88410ddfc421ab69c2dd2208d78",
          "commitment_y": "0x2454828e63c3218a28567a4506813339f586e19bb957d7a4cedb03aa32b56eeb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xef3541b5872da57be6b506a78bd402980a8ffee2d837e64b17f1e95b5a9a8884",
          "commitment_y": "0x3a9ddfb3822546b457016ab491e4d6f5e0a52b6b669fd6bd0824ac31327b48df",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4cd3477ba6f317fa7d3973aca39e8141bd1fa1e82b731f08c316294d4cd23a62",
          "commitment_y": "0x47fd92757561c514a2154f8fd24942d5a5d005c57b79c0b3aece610d2901b60d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xd00ae97a15eec2b10ba296dfc782df69a59342a207eeb52c4d0f5b1436e10081",
          "commitment_y": "0xb67d47aa799989856b968b9d4d861e6354481eb120decdc6c6a7f87b348de3da",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2c7b6e192846577cff73e17ac6dc769ce6dccd9f9917b22e38065d593df60e0d",
          "commitment_y": "0xd2debfd8fdc828887a93a2fdea5bfe76a11972a0cf6e2e4a806bf5b81f89be5b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2560c47482cd4bbf5897945795c82376bf60b70d179f167d4e448631c4a98829",
          "commitment_y": "0xe78d5c502e268518a95ca86e1d1734323970d351ec69283188bc7181e9d29e92",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x88f6760a3948a1e0efdea28a0cf1b4266e627c9eed90272718aa5e368cf7fd80",
          "commitment_y": "0xf65d6bed5909c4ef493cd85d73f1a8383591657f6f987eca601a4b56d337e014",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x23545868771632555225db419b7d321015a05664f063bad0afa96518375c315",
          "commitment_y": "0xa41b18144e7b30191fd8bb8519baed1b0c3d37100c72a689ff670b060a0e827d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6433f18b185beaf3055bb6011bfeaf2c2da29cf96626723ee029ab6ed53e4159",
          "commitment_y": "0x164c3d25d014e4e4ac2644eb9b342153e604a8aacaae53476dc40f109b54e217",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x59c2f4e3a2c6d4bc82707fecf9ef39922974b36f91c3696790223ffcc5e728aa",
          "commitment_y": "0x721e78ee1eca2886ec1023ab39f4744f40a87e0a24e0a2865c121f52b3ef1978",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x8e825a8ac2a14d531de2059be498b78bb9465c79f7e3aa8e8bbc733ecccd0da6",
          "commitment_y": "0xd96faf7aa2e22d4b0497e90b6d1bb44746ba95beb37ac0f941dc1b5ab87f4fb2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x824d9aba7b05f93cb29d99c58625adaf780463b1bdeb7681d09eb5f38454d114",
          "commitment_y": "0xb858a871d0b5082fdab69960a49576f6086228399ad4797621ae4e9900105a3d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x837f57619b82f516d60ffc81bd2db87c69ef54d5aef3af21934a2f203ffdff08",
          "commitment_y": "0x6f558600122884f622c7c4412e8e08f9c45af80a4248c248a3958f3b68dc5ca4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x85306b8a7fd78a70e32f17f992b3b4e3ea7735264da395f3454b4e1f0f50b862",
          "commitment_y": "0x76cde93678ee9b08bad8cbe338180a7b4fa7b7dec6c34e3b0c855bf02d90ce3f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6589742da1f6ed5842c407bc55da45f0c918e91d813f9e877b5af15135862562",
          "commitment_y": "0x4f74c2f2b3ed4d40fd9516528867abc7e946f443a0e10ad7a6f67e7760e2874c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x7570c19e6241d933c50c7c1f069056c401564dca7316f33817d8e0d992d037f3",
          "commitment_y": "0x4b0f5354f1d57be1a8b0a4a133851c05c2212144af815014ece3272a33d186bf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfd17c5ede198ef8d2aca16e32dfda27c053328ad4735deca7a0122037c3356f",
          "commitment_y": "0x4f94488ded7ebf4c02cea1f5627f0eac7c756f3812c7cf3e878012ddf1748f61",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "80bd2b7604d09336ba802ca1f1ba9b1a25fbc3f44108479888c06b0eab44469c",
      "temporal_anchor": {
        "anchor_hash": "bacc45d617d75a2a9e66f88812a88383eb3af8f2e83bb090790d065ed5b8af79",
        "chain_height": 531413,
        "epoch": 1791417732,
        "previous_anchor": "bd27de2cee9d501d46369d86fd0f7fb1623a1dee998d907d2a4ef2f85cc9fbce"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:01.869370+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-63ad51029a8fc770d8e525f7",
      "version": "1.0.0",
      "model_id": "vinai/bartpho-syllable",
      "observation_timestamp": "2026-10-08T00:02:10.894064+00:00",
      "observation_epoch": 1791417730,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1f323419bf893588d9ee9578ee1a4ca867589f9d94cf0afe0e45d1d9bf53b116",
          "commitment_y": "0xc9675320e0986a7249f41ddfc42cedefde9f5e7d8b862754dfcfcc8c3fbc3775",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6e71ad038f4d4912de897243bad14d9ef2083c751f4e0b7136939ffbb05abdd3",
          "commitment_y": "0xc0b680012f21255075ca0a1bc9058e619633447763b99f3767eca8d65b712fd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2d8049d55c60f6dee4c06720bb5acb94957f8f7809059e0e0905dd6bdc561b01",
          "commitment_y": "0xb67e5b0e0544c2a1648ce2f8a52aecd395f9dc6eb2f19123829aacf54e286b1a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x21b0079424183eb3a4f314efc61d028dfc96a4819ce686134d08fccd4a5c36e7",
          "commitment_y": "0x39d20d73ec91d46ed5e628a93662a9a7bc608a3101170163ab8f382247f71ffa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xce54a60f6a68cb3668cf004d263154528dd14f4f6c4c4ef564e0dba776433c1",
          "commitment_y": "0xb92f54904f1f9762418fdc54ac22039a82bb66c5ac870890488b9ff415fa7d5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe29b0ba7ef66979767aa4a732fc66ffca2438c1514c8070f330a782da8f39e01",
          "commitment_y": "0xead20b2cdca598e7c0c1bfa0c58079789fdeec693fc3c6a40333d68581150925",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x9eb0e64dfc48e67c7d5df66d142dd9e0c12faf80581d0a56021e0876fa400a1e",
          "commitment_y": "0x4c96f4da0e6dad5a2da95b8b6abe7b0ef378e710696375857e201f14baff8536",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb770e32b82259f4bbfd800b3422a9d5063615a6ad340f5871306da7f8d823268",
          "commitment_y": "0x27167f810c4cacd3612836d26da7ba24ecf7b72f41b8e310a8090616a072d282",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5f388d2fda9ecea81d268ff71857cb26951cae4616134ea3898c0f9bfe6f1f83",
          "commitment_y": "0xceedd9cca65044288c6aab4e21603f365e0e1b210f0955c593f6d9c09f415a38",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xebe1bffadbc1cdf1fa65efcea89083fabeca7150e9292337e81fb3009a8af61",
          "commitment_y": "0xd65dabf09be94542f361a10a3ffe5260cd8957e285457f6ef0b1a74988912d5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x80da470ab520fa38a07d23b4ee23a49a61c473abeb232af437b944b10119deef",
          "commitment_y": "0x1dcab798d86ecbdda26cec414274d65aedfeee69a658deb08d60c828c4b472f5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x67b22850f48a16eff77e10ba3226ba8ba8b30e4a539aafcf83c4bc0858d0ff1d",
          "commitment_y": "0x393e667e582f6c31de43c4c8b68c7c035626deee836e5f9d8178b096dab02759",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x92f79a083cf7e804fc9bd5e3a5aacd7c0059b70077c0e90f7704d151c7e91321",
          "commitment_y": "0xba2903f5e155f4494a17dd219f51ed73a1899aaab9542a3fde915b0dc86c9522",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6bc9338bc3a607cee43521213fd1e375b5fc615d2732dcd648a610320bf2494e",
          "commitment_y": "0x8008d84ba7d14f935e5e4c96e9f7b7deb4e6ccfd491fc3eff65fe3d73e2e6bc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfdb1e14b8d7b51acd98a6e6a6d6fb8d614ffc82e03beb5f1bff0a6f0a577ca0e",
          "commitment_y": "0xe51114e643cba5d547a3a483bc08bc80a8a1e3247ce04a1b829aefec4b6383b6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6ae3353c4e66549445120a56604e7122737bff0a1362ca72bfbf3dfd9fa670ee",
          "commitment_y": "0x9f7ce3906615f454fbd0df067124a97b1f6ff9f843c504ab291d02b7e022aff3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdda6571930b721be495d5e00e23e0092119cc82d5baaafd403b4e62ccf4cac44",
          "commitment_y": "0x247df66572dc22a21ae925ff85cb8ced843ee53c418f114299d2fa8a652b6a72",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3746198c952cbf036e4ea23a540fccf7f23f0a4d312c11e8b3904074548ae5f4",
          "commitment_y": "0xf619bc8d47c4e30f210b050be27d6e8f8aaf41c78b0c552caa52f178eaa7f422",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x868b6f324faffdbe75160b9638f161cc1cb0057d703521d0dd0ccb8cc1cce792",
          "commitment_y": "0x583b12b250486f2ceccc7bf8c50bb3546361205588674597e5e782f03ab6237b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xaa2951c009f55a68b93720cd96f9d11b6e7810795ad56ff650c0c1dbbc110941",
          "commitment_y": "0x3ff7ba2457bc561ac52d1f6d1b5d800b10db93bf9a0b47541f22328853b272ba",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "c924006b335054f3b9e957e5f75760e5334987b7d3d6c726762b17c82cfa0fa6",
      "temporal_anchor": {
        "anchor_hash": "bd27de2cee9d501d46369d86fd0f7fb1623a1dee998d907d2a4ef2f85cc9fbce",
        "chain_height": 531412,
        "epoch": 1791417730,
        "previous_anchor": "a4f3bea808b4a2df7516a235e13d8a3e7dc94a86b96285630114badca1e917d0"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:12.176410+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-f2a88d0bd9c3f4c08cc8a8ad",
      "version": "1.0.0",
      "model_id": "briaai/Fibo-Edit",
      "observation_timestamp": "2026-10-08T00:02:09.383351+00:00",
      "observation_epoch": 1791417729,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5228052789ddb2a6c4532adef73bf2e83320ab374b85b80e08009d26a067c125",
          "commitment_y": "0x77944caaa59b9a523ff3f27f0349c0b89cbbc89f911685fd87b357806fa69003",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf4b483073f23dacc1ec033a7dc638b415f55736f58e02dfb3c71f2dd456daaf2",
          "commitment_y": "0xe28c2e093e87a76a039f4c1964ae2beca97b5b0e0dd8b63e81163cb6f71ae3e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe5c2568486d9ddda5bbe39cecccd86bc2c940ff8342028a71e032450cd310124",
          "commitment_y": "0xdf6e593de50fd13aa0c919e3cecc9f25f51580a267d63e428b65a4d069ed77c6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x491cc6cadf13e01e566457d7085f3f89fe25f28197326318c349a6459d44e0ff",
          "commitment_y": "0x899677fc96cf34f13c0f4e5558cc6cdb82b70302cfaa4aa47562508b0dad3616",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xebb9bca94e3938788df0cfb9a40725a217a772fb56c1a51082bf19f79c0042ee",
          "commitment_y": "0x76b45bd8d25dd804f814e33ae27ed97d3beea4b7a45b777ace9a5f1a20496c41",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x988bddd8fef5c91b3fb18e578af89050b0a25c54b2131ddc2084c61b2a103507",
          "commitment_y": "0xd1f6fa3ffb7d4b1c0e3c260c4c82e799788348fc1e746e9f953e27ae4a235640",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xa7cfcb531a8a0ad9e05b272db6cdd29eb0abd387dbb17a929963a79702cdafda",
          "commitment_y": "0x8d3fece359a8cd46786c105dddde34749a51077491e137b0c34c937dca4fc36e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x91872a29690a77d673006038f8584db88d4e992468d2538162af5ea35e6d34f0",
          "commitment_y": "0x8347a4ec42e47d518ce983c6ae04d3a7dff2adea079f11466c9ada174e2b4e5c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6a1804c336df16552370bc77d8a749cc1a0b55205c522009764fa2b62401bab0",
          "commitment_y": "0x20bed13d70380dfe9e4a454718c5aad7e181c81b471fa90eeec70c6d42fa624",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8f7e3023f102b31e54a09ed11fc352ac6e0cf654b750fa2392fdc0daf0f52a64",
          "commitment_y": "0xb38ec0f721e974814a1e52ccddc21f5a7b342fb4b5f1370abe5d4cc593221909",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xa84ecf2d11abbb5eceb1e23a58cf001be1714518fbb07ca7157b77df75707e8",
          "commitment_y": "0xab05fc1dabf98d22f58cc539e8da3dd999d3d96f3d51d4ca8fe93d1f6091d42e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x302e2785c972d08fefc670400e828ce8e6365db37d44485e3bef0508940e2ef9",
          "commitment_y": "0x73a79a4378bf066422e400c0171ecdb0d1e4288b9d4b9d62ce4733db593bd820",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3001a279bef63026ca58d0d276e066904aa3dfbc34a995053f8ee710ff2b428b",
          "commitment_y": "0xc7d74cffb64e3488e7068e453daaf483553dadfb23a7750b033b5e5db087bded",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xd36b6a83bf9999bc728d645e3eac4dab84881967b91e966bf9efa9807df4c3f1",
          "commitment_y": "0xf3360015411e0bdf13d99efbcb54e82c879852875f2fc61d01d0823437e5a12e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc8989b8638aa48f29baae0755a9100a7a2098d83196eec73e863f071eb01ad08",
          "commitment_y": "0x5bcd53baa57bfa4c949923322c940bd531ea3d9b6bab628e54583f87b7e9878e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x68de03581da8acd6de06b0fc8cee57e8ee765eb5600ae9cbb12e1cd3d55adf78",
          "commitment_y": "0xbba9a6913c0cb59bc91f585a6aa61a9490aef8d47ac2dbbe5f966b4298632621",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf0b0911f54b3da33d09ca626ce921a856973a235442c753e1f3c0a8968e7c05d",
          "commitment_y": "0x2426fb18bb039116c1917acc5cd923ac4ae2b985ee113fae96b3c3c3020b63e3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x52c8fa341b58ce952b8ace38bdff2df31c14a9f2d92a500d78d64a720318f1cc",
          "commitment_y": "0xf877bdb0f90b93a6cdd10e36bb16a5d6dc42c441cbcdc05d21f059bbae915c88",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x79a6c26e0bc3720ecef1bd28bbeff30818596b1b79218f0ed776bc8fdc5061",
          "commitment_y": "0x9381b887dede895e16a640447e0ae6bbbae4e2e0841d441885ff636f694fe290",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfd9aff5694cf87b64a1cac27693e66b48c4f716bfd611f00bc42d79ae292fcd2",
          "commitment_y": "0x1aecd0674e09ea34d21b707f81ab0efaf7ec931e634a167891d029d8159e427b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "a76fdfdb53800826a02431b62cd91e0ab23b759795048fb91ab33a01e492fa18",
      "temporal_anchor": {
        "anchor_hash": "a4f3bea808b4a2df7516a235e13d8a3e7dc94a86b96285630114badca1e917d0",
        "chain_height": 531411,
        "epoch": 1791417729,
        "previous_anchor": "859d215b85eaf7eace7f203cd268c457e19f858d4fd91ea3559b6ffb250598ad"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:06.409849+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-b368f73cf29102af74847c61",
      "version": "1.0.0",
      "model_id": "jayn7/Z-Image-Turbo-GGUF",
      "observation_timestamp": "2026-10-08T00:02:07.865613+00:00",
      "observation_epoch": 1791417727,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6d4bb26ff59baa943dc580f46734cd2b5555961db9f19175065a788887fc96d0",
          "commitment_y": "0x52ee632307a3d872a477a695da05d40940a2489a65db38ccfe16ae7a1722b746",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd2ac9b5f7684fce9e6f3a62bf6ed8b442d60d44b965341a31158baf3a0602a91",
          "commitment_y": "0x8875252abc946f78859f44d4ac90be229f8eceae668a644ea41396cf573f64d5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xce65cdaa061fd91dcb03e43ea31cf380262f31fa2e8c622bc3a37ab465cd5a31",
          "commitment_y": "0x59210082e6f6b7ad177b33d8ed31b5d7c47068616a6f48f734e2138cda3c5ec4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x13103af6694f40f5fdcbfb7f5f081c2d00823a9f1d2166a306217b5ed7017f5f",
          "commitment_y": "0x660d3a8a1c0fb81ae710646b4f3892e2abc6078c16ca89e020530ccfab0e3cb4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8287d3913ce1deb9cc492c084113a7dc171af65b47885092c341d53a6673c790",
          "commitment_y": "0xfa6f71108e40b0dbac939d1d042b7fbe9a1ffe428eb33e14a956f06f44db2766",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x8d2283208a0984278b9a1d5e827884b86d417045f3595777639a13638adef09e",
          "commitment_y": "0xb1774f0e6325834acf6e57235d16feb5cc912f71ec289ac2059c6dc107eec186",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x469684283ee4c031f025765987a6d5fb1574671dc385e832ad7c2ba5d76b06e6",
          "commitment_y": "0x2da3a02511b605ed962539dc41a50e4848bd307180dc8fc60fbaa760b480698c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe41eb00dbd310aa1c15f8ac3e1cf118dc30ae2bd96476312a3e08bed5fc6122f",
          "commitment_y": "0x161485a734e74adeeb8e359193d2b7a5a8f8d178e721500da7910e647edb235c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x91e949e8992726f17d9faf07f1a2ccab6c1f18a40bb6b938414af18c541c1c51",
          "commitment_y": "0x741f0ec82cbf283b3b0e938f88cf4b09e848a9f084e7067e9b30fc5607e500ae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc957a94f64f3001d534f6a657f3f52b9a528626ca1e6974df76222dde78056b9",
          "commitment_y": "0xbc3e9d1d003c4858361c22654a8e4d446e5df55801159cdee535e82de381bd53",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x669b687e04a909c75fa754c002854a04dde15a549db1694dc4e9f67e0b09c1e0",
          "commitment_y": "0x773e180e7a4b7a54f26e6e31dd95b4b5858fb144e39f1ba602d2038fb0939192",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x59596d1a2ea8dffd63ffacd175c84f0db743f42335281f3cb130595554fa134e",
          "commitment_y": "0xb2a6b6ad2d4941d65b69018d7c7478b729b628aa61c6d2ed0a9a5c976c834843",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x52762f70c73d64f41d8d2f0acbdb9abf8bb672d225c1882d43c73ef60b1347b3",
          "commitment_y": "0x4dff81b19d2ed5ff9f9de1e8c3ddde11fc32adef0a561b2a1f8d8ddb0db659b8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x7501b20e8009da8032755a6e97c023633ee64be11b7862bcd5355be1c60ef937",
          "commitment_y": "0x562926bd56e440482149c0af5e798faa200e6637a2fd60d4d573a5bf6727d770",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3ca35b1eca24f55957bc2802ce22e9c20a4e75997fc0bfb5cf52b510b66ef7e2",
          "commitment_y": "0x51b09c1a34cae6c247ba7e43fba76f2547ee96976e05e7dfbf161f6df81178e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xda2ed4372dfb8db8c1fe390c83e5dc92a2084bc2ec427348e456a24275a0928a",
          "commitment_y": "0x91118f7acfc8b41ad47bd30571a24e47cca79f8ec34818a45aa3ac4dc64b1deb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x341ec86d302b526ca6c6fafa26bfdacb6ea3aca08656b336fbfc9430a975b932",
          "commitment_y": "0xc5f6aa676356b7d2fed493ddf3ece97c7fbc29f78a96433756c8248033fe4b58",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2cc1ec02b2144c958e3a58c50b06d3d50674ed4e5b830fa4c5071085fc4a42ed",
          "commitment_y": "0x3856f4803ae01a19d9dcfff095a04bc39f011c44a34a43accdeee16c6b1ae81a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4f585f49843c0db143550db3aec7ccd525bf88262ad4311ca0d5d5a887363afb",
          "commitment_y": "0x174b24796deb966925e7ffb30b8c74910701ceed35ea38bd10dd2a6b4cd4f345",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x23bf1626be1ac2d5144cc2be69322ffbcd8fd3f1f2254f50072085fa98fd7ff0",
          "commitment_y": "0x4720f1a1d3c4c98e4b6ff24d6e87a5c9c77ec9dab44ef4cbbbb7f6e54c4f5bda",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "f7fa5b6d70525cff8d76a6b8008799ae0e1ad1d3652a77efeb5f3ad74776b204",
      "temporal_anchor": {
        "anchor_hash": "859d215b85eaf7eace7f203cd268c457e19f858d4fd91ea3559b6ffb250598ad",
        "chain_height": 531410,
        "epoch": 1791417727,
        "previous_anchor": "328d7a6d091609ec400102eb9a92f3f8919d8f482635eb201ba936d4f60cf3ce"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.299145+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-f4f9cc727fa4bd445922e157",
      "version": "1.0.0",
      "model_id": "mistralai/Magistral-Small-2506_gguf",
      "observation_timestamp": "2026-10-08T00:02:06.341734+00:00",
      "observation_epoch": 1791417726,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x49fa7fbb44b3dc7e72ffc1a9dc6bd384869cce6f9d68d49cda73679313566fae",
          "commitment_y": "0x98419b809bc317bef03c43fee68e425b6c85d40e40a7e9748791569166bba957",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfd95aebd2e277d8f3cfb30d7dcbb5ea7c3ebab357c244c5420b1841afa93df90",
          "commitment_y": "0x923fc5ee7a742506d4c0f749ba04f9e3b358617e8037d85cb0d0c65c3caa8810",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x70d977efce85b59742329cb7b40cfd661d388ac64c0ae2a3c524b30389bd03a5",
          "commitment_y": "0xd91589ce43ad72fce3ccaf6da0c500f4f5d59c0896ecfc5c2886179f4dd397cf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1173a45402e2564cd190768424047a6ef80f15d695424fa04a1a00b6ba30403f",
          "commitment_y": "0x9f23ee7c136973383cf5078574eda08d6a23c34b0c018acbb793ebcc1aa7e2df",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd22f4aeb8d03fa1a2f844b40476ca460d430c24eb5dd8c93977826d34bfc05f4",
          "commitment_y": "0xbf054436484ef5eccd3faef54eb0a26ba005898eb5d49dedfad4b91dffe2af66",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x1f111ad60541bf3ff5126f8484b48573484dabc112c3f9d62ceb5962853ff3d1",
          "commitment_y": "0xfc168428d6322e559c13d2e6e769e896d365b7ec7074dbcb3d234878159bbf84",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xc1bc304f141d7d78e5233075a0d65f2030996baac575865968def091be256ec0",
          "commitment_y": "0x3957c0a89e5c3c3e0b354cb63a4529e041bbf2a6f3e1062f7bf2d1771b1148be",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7f5b276aa736509d9a953e5f953356bae3d6e659fe465a71b0c58cb00e546666",
          "commitment_y": "0xcb78b54c2a8197bff052d5efdd312d981c265464b30a5123852ccc4761b2674c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xcdba7822d7b3ae0c58ba4a450a30c6f0ef1a68c58a68a709d89610563a409aff",
          "commitment_y": "0xe4dfc08be9f25a5498c1fa2ad56a1112f74668ef20db24c9bc4026d10fcbda37",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa3bf119b31137179fa469eea80cea76cea8661d0d8b712e555c976352d431a20",
          "commitment_y": "0x6e102033a0d181437d5d7cf0de1d9d6022d291850bcd19c568c1705fa873acbc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xd8c551e41ae377ac20437df1fbbb21b98a10c6c2a72857fa4583b159949012b2",
          "commitment_y": "0xdfddf3d2c6abf1fb994136fb52da876b32f2f5ce9b796987a462ec8bfe8e29f0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf3600d329b474a64d72822540b7b950e2dd7dab25abcb3fc64aa6c42666e223",
          "commitment_y": "0x29c313194135f6533b55808713d085fafceb9ebaebb03f3fe7f796f40bef5819",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc90e0bb7ce53cbebf63a01207820d29a783af4fe0313c22bba2d387b71cffcb6",
          "commitment_y": "0x6778a43591269da9eef11f8543449ea7a475f42629d9e4cd2954c776e1c10caa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x337d9e914d8523ce7c3aa23261b16327f029a2911588be9e258e8e4dfcdddd1c",
          "commitment_y": "0xdbdfb67b21f886ac969db0c89c757c67f6bf68316747dc5faf7d0bcf25086fd2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x38ab53b45ef48fbb0ada44fbfd46749daf689368b22c74d9f08f5639dae7b210",
          "commitment_y": "0x9566b3378323ad2c7b8cfb6cac2705c31adef97c64240807e78fd6e6f988eb84",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xb0884f35ef53e7682e436ed3722b869de328536e6f3712cf2e0ece5f1647f897",
          "commitment_y": "0x6f458a021a9f6bfa3393212fdb1e6e36a2f00f972b3391b3b6a4dfb5cac3948c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x16bf754484ac2880930a384cc92c27c96678feaa5c73c611e46d47a4dabb861b",
          "commitment_y": "0xe398b3d87e68ede690f73bb0ffb89129885b075c6b65695635f3f9f79db8e8da",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf6104b184c57dc44cd0bb45d182879606f2df7e7bc9cd69376a9fb16f09ab39d",
          "commitment_y": "0x91cac4107b0e10929bf9ae2a982c56f4dd578f3a63d75a6d71053a2f356e8abf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x40b6b69151de3c21ac45f0e24e8d09479a692feb21b9e9741f254d7041ffb7ae",
          "commitment_y": "0x77dce19b3607f1ffcad1106f9074e82af667786871fead3f05dbe56d8b7bd60f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x97a7335fc4b1efbf72e4255a023740f30921891353cb934f1385b29272055eb4",
          "commitment_y": "0x625caaee9daed24e262502afdf1e89ba07bb1bfcef0a2cb39c4f834d313168c0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "7a736740a2ad432f9a56021dd5ce28b08505786ec18e6216e0275a54f61d71ff",
      "temporal_anchor": {
        "anchor_hash": "328d7a6d091609ec400102eb9a92f3f8919d8f482635eb201ba936d4f60cf3ce",
        "chain_height": 531409,
        "epoch": 1791417726,
        "previous_anchor": "148072aa3a8535b72a4fa88d6014879aa910079ed4e43d8e9b3a0cf28c427f31"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.431433+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-a7bbf9c298be843a1c0fe740",
      "version": "1.0.0",
      "model_id": "nateraw/bert-base-uncased-emotion",
      "observation_timestamp": "2026-10-08T00:02:04.752280+00:00",
      "observation_epoch": 1791417724,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfb9c5c56314732cb84d4e3b183d744eaf9e5d913226c67f546256661003d6e72",
          "commitment_y": "0x4fa398e8b4d942e08d17365ad069f00a01b1c49378108d820f893a9615375795",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6694e7ca9cf8f4607e9756dff45a9bc66d79dc13868ba253f5ef8dc827bf6bbf",
          "commitment_y": "0xab85a30410d63792c322c290ecf9dd88fe34e3e4ced1381d03e21fe34640dfdd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x27d0d11c2db023e40274622f3c9dfde2c15d8f9cab3021b0eda5d19cf41f4b07",
          "commitment_y": "0xb4493d331341cf2f03c918077fdc055bcfc0b906aaaaa302355e6dd8ccafbfd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc00d731b4b0cd77d90e92ba3fab28ca257e0da3c87afeae48e7016585183f6c8",
          "commitment_y": "0x3fa1c6ab868c43935eb77b6cb0e320ac43665918906ed20174f58f9ff65618b6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfbdf388849c78c25a4161d84d1d7800a42168132c852e812482ffe69b3b766b8",
          "commitment_y": "0x8fbc32b994f922be8b315128018d7b185689a55900759d6d56eb4bf538d48dfc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xac2a4a3062a63e1916317af66a433937837f98cef9733327c9215a1ee419d06c",
          "commitment_y": "0xab66f6a68492daac16528612519cf14e530968bad5964f250b3ee415b0e15c87",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x3fb1bee27238891bc07879a6856e916f4a7ccd81ab9836e48147a07ac301c1c1",
          "commitment_y": "0x47f8986cf8493988e0c6cc7ea0574b837eed3f4cd59f442cee960b7f23421326",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x18d3128e636a34940fa365027b3edc1104cee43aa0297cf1b2864a8ce1d835a7",
          "commitment_y": "0xb9f388fe4ecee5639327d753b75435c24e48ed7ed3fc4053429f0febaaa7bc70",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xcf5aef7fd21d7d08e579679a7dd46b1b8d5e5246dfb1628aacf2aa8eee459014",
          "commitment_y": "0x97a5efd29d7ebaa108f07ff26a396b1bfe2bc38f50bca11af857d8ec10cf62ec",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc67bc48a13aec916e7c97d515954a505201e7d6552673a1c5350d2ac95b3d327",
          "commitment_y": "0xd8cea8bd45dec1613fcf882ecc88de6759337266375be44d57d34c7f13cfbacd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xc065f3e4832fff0da925ec660850dc025fe802001764453045f1c4feb67fcb1a",
          "commitment_y": "0x392f53df6579cc1878e335b70c9037c4c6c1c0c56ab9d99db9f72099fdf2f5d0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcd0b56f6d35f0b4d1d986a90599316f4ef5fbd53b79256e2a6aa32027592497b",
          "commitment_y": "0x8ff453af8a7abdf4e1f0ea42601d3fa0c78f0fa4d13d5bc736b2ef3163b011a6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1289acfbbca6a9b97a7bb3a3c95d0466d0ab960a9db358a2727efc88853ccfa5",
          "commitment_y": "0xe2b114df5fc565e227fd6b0c63a4885224bf89b9581f8c3663bb3d5e3595c478",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x57b99f3b2c9b13fafa0a23fc3e5a1537a663fe3ec3d86e388e348a3e325d3748",
          "commitment_y": "0x21e2e3ffd591c50d0edd6b77fbeb8160ac6ad5091d224e1a35a8f766eccfa7fe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xaa33d3a1fd35723140ef41404a3bd2a3c3cf6f3c354753d1a21f355fe48d443",
          "commitment_y": "0x4b543a5d82e5c503018a205f7ff1334ff909ea8c7a756a3e313892486e97e184",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd6841a0654e29d2d6c1209069c7dbce43955a3e3c55f8fa2e36e79cf34548c7a",
          "commitment_y": "0xf97029081ac21c63f1a46283716e52106f39aab688b6f12db93e5acfbcfac2c3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9b9db902989474286918fa8cf4830f74b6c592a1e38bb29bcd4ecc3d8227f09a",
          "commitment_y": "0xa896b95acc62a21ba441861501b2adac5dc05fa7b69aba5a41a7b5ed1e2ae4b0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcfc87a85dd0bbfa0d2d2c571a236a59876e46806e441a75466e564dfa297055c",
          "commitment_y": "0x1440a7eb68c2781b4476ebc57713521aae0dbc98fe642b7476f9802ec15fd877",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xefdefef4dfb829720a33632aed5b40a18a56a4d824bb5c4ceb0734246de4db39",
          "commitment_y": "0x1a0060c3e5439f359da033e4f490b60f16eccc332f99dfedd42895190a51b74f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x45fa11f2df9d0fe72d70f5b578abcd5979de49344da914f8929a2e6438bddb62",
          "commitment_y": "0xfcbcfc3087901310f1e103fec0bdc55e52d0cd1465b26ee0390703cce63d92cc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "97593f90e43725bfb058fdda835b22d352a3e5b8630ac6dbf7a54dbc94e45143",
      "temporal_anchor": {
        "anchor_hash": "148072aa3a8535b72a4fa88d6014879aa910079ed4e43d8e9b3a0cf28c427f31",
        "chain_height": 531408,
        "epoch": 1791417724,
        "previous_anchor": "da7ac2e8ee0a88e89545bd78c1c8e34054af0781ece9ff2e399f66d1efb7c56f"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.942764+00:00"
      },
      "sonar": {
        "provenance_hash": "b3085dca0f477ee1735529671c11e8be3445ee2218111c6e6bd5837f02ae8a7c",
        "provenance_score": 0.5,
        "base_model": null,
        "license": "apache-2.0",
        "training_section_present": true,
        "declared_datasets": [
          "emotion"
        ],
        "top_dataset_signals": [],
        "scanned_at": "2026-10-07T02:05:18.406939Z"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-40ab5c22c6dccca377d6767e",
      "version": "1.0.0",
      "model_id": "mradermacher/ATLAS-8B-Thinking-GGUF",
      "observation_timestamp": "2026-10-08T00:02:03.014070+00:00",
      "observation_epoch": 1791417723,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x420ac6e7e0dca8800b9e375ace33df3b0c515f3589af6a2256dc3c0a0ab4790c",
          "commitment_y": "0xbc186ee6997d0973dc7cb3495d1b747434e5813fbf7bae8b261b0428687246d1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcc13ada170cb6f5b5ca6715c2f0bb7d2fea655764ed21dadc9d9246ac108694d",
          "commitment_y": "0xd4e14bb0440b695f44905c67b7f808bc8a216c498518232bcfecc8fcf6283f7e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x88a2e523861d06c7fedaa3e456a7b7486d046eea97d81197823e6094a88c37e",
          "commitment_y": "0xfa0806794ad0dab3e51bd06de06f4f27de3e1c2fa8a68435b21ff38c63b3d5e4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdc9778fbe1eecadce1cdcc36c5440be0ddb251451506aa299e397574257139e4",
          "commitment_y": "0x325c271d927b9a252ff1e40df4626079ca9ebbc8043a74097489ccf09f2ab64a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x202eb8ef6cdc2905158455282faf3dfe6704666eafc16a351eb8c8f2024becf",
          "commitment_y": "0x25d7c0e851733ef23a0d0a87878fb39378825473d8353109e65f04ffac825266",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xbdf9b0a306bd26e0a29d0c3fe11274104ce836f666a6bb23e5f3ee41d9c7b81e",
          "commitment_y": "0x31b879cb3ef563ea8679e89121fe8015abac6a36c3ff81556d0790d1ee7a99fb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x838fc5aab02c242b579f576ac4805c116a8cdefaad6b2d662db564e1a5f969fa",
          "commitment_y": "0xfb1c6003723f1cc112c5b10e166213e1da2442d77deea6ff53f1e4f02d07ae38",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x349d936f7c20b1a053f52fb29fc52549b65cbe87318bb88b6bf0bbd515f25844",
          "commitment_y": "0xb2ee2787b55f691f4ca21168c2052f6376bbcdd3953889f4fb05a7a1988e47c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xa0e531d73d63a2147b7ed75a409104d7d01226871d0faa3b522cdcb5b46fabce",
          "commitment_y": "0x7f270744b96a526c74b5fc1ba50f88ce61109fcffef4fc5027279a8c2e04f22b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x35fce00dcfbc2bf17b200bce640909c4e616ea568c0e9fc8d8ec5b34647b6071",
          "commitment_y": "0xc964de10f99ec422376107a621ddeb57289ec0923ed3977d15affc8e702e19c4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xcb60711103eb95cc12d842879cccc9d39f2d9f848597ea74905b13970155dd3",
          "commitment_y": "0x744444e9378af065ae257be8aa1d6530808bf27e1817ad53e719f7df22b3fceb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe2cbff2f445ab43280dee26154097c00d033c20cdb187975f0825addc486020e",
          "commitment_y": "0x4b84c16b7f434802fd963942b51a4e63bbc9ee90958cf25f59e61a0eaa3ea95",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x51e4de91d5117ccba0df6b520ed807e42d1daac2010e30f10a4adf967858b8ad",
          "commitment_y": "0xe4b026ffdbb1f5024c73f627a8cbe5e6626050e8618fb07da50a4c8f73bd55b3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x9d8dc232e2bf9348df63dfdcf2d05816fd94943ce4be3b70714d3c2be0d3b69d",
          "commitment_y": "0x6034574e23f105744ecdc5df15bf7985c4cdb3f14dce53fc36e5558467299973",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xca7d5527e792d244ea4e572f8c97675cff1acec72b4f4a8190dfeec5b917b1bb",
          "commitment_y": "0x4705329bbc8605c566af6991b3e2c44c34b6c6f5b5db864a45aa56c9d6bc9ca5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x37a58c7af4f5ea4fa9e702d9b7efd79bd8e19652c3d7307e932607bceee75acb",
          "commitment_y": "0x25e1a9cabc0f80ebcf188bd08a6a53c062f3d6bc42711f64971dde932348f1fa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5d607fb98f530f9f7150ab0283e4414d782125ccaed90e8106f599db6cff9fa7",
          "commitment_y": "0x4a6fc1bf1dcc665ba9e433f2febb6775dea07b9933ab75af4743cb4406c2c874",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd64821fd9bcbb5bd60c2ea0e9a103b24b4bc595beed4cff7c19bdce92de4aa69",
          "commitment_y": "0x5c8771305e062efc5ef63220c0a5909dda2c499d9c3f411cdc82fd96b7e01a59",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x1073a3e7e888e904a9e787e27bb3c1220e18df0c60ffbeef6ca274b628c0abbf",
          "commitment_y": "0xe706e1774150986eb043298a61cca5daf0a697a81782c9ac4bf8b9689d090ec2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x103adcc59fc04ab9d05b5c734f7ff6115ca488bca7d9155449380f3fb95c20de",
          "commitment_y": "0xe059a78cfb509c9b8f44c380c9476bd8cdee48f3c2987d50b3030127908b692c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "93194b11aadd39d02e7abf9bb081c4e7205ca4cdbf859fefbfd5b26faa438bb7",
      "temporal_anchor": {
        "anchor_hash": "da7ac2e8ee0a88e89545bd78c1c8e34054af0781ece9ff2e399f66d1efb7c56f",
        "chain_height": 531407,
        "epoch": 1791417723,
        "previous_anchor": "9ab4d83abcf9a44792a3b2c94d2cbd0d55c1dbec7fd70b2036ba88b497cf0ec2"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.632410+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-bb755df6d666320eba3a6f33",
      "version": "1.0.0",
      "model_id": "Helsinki-NLP/opus-mt-tc-big-ar-en",
      "observation_timestamp": "2026-10-08T00:02:01.230033+00:00",
      "observation_epoch": 1791417721,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x10b6eb0d84d8c7a03fdf63329d7463da1f986ef26f3aa1a4116f47df50faef5c",
          "commitment_y": "0xbfd21c92785eb5b9cc94969770ce4a6d8b3c0f4827a25bbf6d56cab1c552decf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x258b2b7e68c623882ac778859ee8188b9f12c7ed828621d08e34d01740f54ab7",
          "commitment_y": "0x9528f4c4934667485bba26a92883f938142e9f109786636381d999a983cada22",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x77fcdec9282243f7d6f5b4dc452440f32ee47d952647f7c1b98cf1b24795d4e7",
          "commitment_y": "0x7719235d874273468aa953f49eeebaf16a159dfdc3807a4e1bf168b3fafffadc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x65aced4634731daadf1275528d4cb355a9f77ca7d737daa607425c28f35a40bb",
          "commitment_y": "0xd707344e7336f793eaba95362bb85a4124ab2ca357afa9427640ea0975ff72b8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xec938251d9cae8582a4d8ce1ef0300f8420beeb6ac6c1633b988c89dacb6fcce",
          "commitment_y": "0xa9b79699d4e04a0e6a1a86139bae7fc8625f4e04649becb23d930b79825f594b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4df4853768c6aa1c746afd2769dc37b68d20cc496f1685eb115d1b609efd43fe",
          "commitment_y": "0xaa24d071ff1ec43ef0e78be6199d56284bbca350c8343f83a16aa547f45bd592",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x454d462357cfcfa162aabca26af989f073b87373f09d292c1370c64a958cfc56",
          "commitment_y": "0x130a524032a50cfe836db1155f3ade3475e87f715fda7073b75fe3159e58b635",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa955ae30cbf88a05df75c23db5dbea88ed874678b793708aeedafa13122ce5c2",
          "commitment_y": "0xb055964461b627a733acc8663a16b2ea7dc76f849bc2017471a39aa7737a412b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xfcf5c0514244bf10e9959623fe5aa9917101fd998b5d5db6b0e69b65fbe5bf23",
          "commitment_y": "0xc6dcdbe7824fca5bc3a64b6e09508a576927a9c7cf4b689f21c83629e8e75ff9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x823f736896dc30f03dc07ca544b565ee666da1c448c7142d8e302d6fc56b7a01",
          "commitment_y": "0x49199bf7c95446baa8e7561ad37ab73f25508f16eb0c170513047636aac87cab",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x2cdd542dd672f858f5a4bb14ed4f600b14c61b49a7acad0084dcd7c9b555e8cb",
          "commitment_y": "0x8238be86c8ab7d6cb124f0c991527960223ae3fa889a38caeab9a1756c919ed",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6ad5785a7822871821ed01c36386e3cbc32e433b58b604b05fd1c37fee4deca5",
          "commitment_y": "0xdded7c2a2571dc2e4e14923ae1b61d9374ae1bd4ec573e264e1433c8019af155",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3c90d28462d4433fe8e5df75abf0babd430ee2308db69efc044beb6214dcbca",
          "commitment_y": "0x8c0592ad8542b7e7f06434b68122f2a9bd436c522d2b69ec6fefd68e7142e395",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x82f60d1a141a9d28f44c1883c208a2caeb6238d51c397f7f99c0e2418028965",
          "commitment_y": "0x49e94611b1c83b792d4077f01ed4d66b46f43538b1976d4e2b09d0df0a1c26fb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe35b86e35e1ec218d8ce9de093382697cf3889a28c1fd1aab73b648bc2a0ff91",
          "commitment_y": "0xe68b5ca5a82850e497441e5e095a3a04c54e3f4c31cde7b466dc217e0a4704b3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x6184cb6a786ed51aed2f606ec3ad7acd0897fd1dc7c8c9e1df6b522045f1b129",
          "commitment_y": "0x11077008f2e4237d33b9ac28497492b78c05625dfa77e03b85be23365944f1bb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb398626d60aeccb9a3878a8718382262cb8d590ca417037d61719747cf7accaa",
          "commitment_y": "0x948af3f579a9535989121d115e05a60ca66aa08fff499ff95ffd68cd976debd3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x259da32634be3e4608857827dcdfb4d7a97a3c106af99b237f6348ec4a3e95bb",
          "commitment_y": "0xba8b9f622bf75057faf305992cc78ee7bdd8b31244ed8a5b56352b73dc0cba25",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6e5ca73cfb9e491f4bbba80de6bb97bff96be5027394aac848fec1e778f6ea12",
          "commitment_y": "0x5bcc48c9f9e4332b4dd501736d83d466412ba5278dc99c8f3b70c3b9ec44e442",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1cefbbae9dbb178d17111c3da3b1dc9459b5048cfe7f0fc0eac9cd8e16b8403e",
          "commitment_y": "0x7273e3518ae56285c6081cd1ebb215aab99a9b67acb99fedd9a47055b68fc6fb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "47e9f2592b9a4d2849bea587095e8e6a41583eef396bf42c62cb805238b53d04",
      "temporal_anchor": {
        "anchor_hash": "9ab4d83abcf9a44792a3b2c94d2cbd0d55c1dbec7fd70b2036ba88b497cf0ec2",
        "chain_height": 531406,
        "epoch": 1791417721,
        "previous_anchor": "55d1167039095f314570d1da93f859e938f6f55f98a27cce842f675a2fd3bde1"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:02.717714+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-db58cff536e471b321ede5ed",
      "version": "1.0.0",
      "model_id": "cahya/bert2bert-indonesian-summarization",
      "observation_timestamp": "2026-10-08T00:01:59.623638+00:00",
      "observation_epoch": 1791417719,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1920f54d19926d862059ff22f0e0493bba3e2daa423bc5907d4a6a2ac0c191df",
          "commitment_y": "0xcfbc426e2b4345214ffcb9b77fb27af4479a516d27c3cd233a0b2bb9ed7ad3fe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa67b9c01395f0e6c809d038f63b11cfdd2bc2346b390586e2aced4eb793ab1c5",
          "commitment_y": "0x7363847c58df3b8c387f4badd2dc6f52e24c8c0f91a3b505badcce4c5aa4a378",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf8d8fb9bc9f57214e185c8896a745e109c0ced145c58892e26ae10721a09fe5",
          "commitment_y": "0xbd7a9fc1f798cf800809b72ac0c5775154ec991aed94faa90b7a507fc0add393",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x473d7a33b4224b1a94bf9ef70ed2af2b621b8174e024f35bd22f76bf719bad23",
          "commitment_y": "0x465ee1b9d834c66153d6ee4a4e5400d702fe2c84e75db62a0e487a86f171b19f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6fc482a463ee853eea177147bfabfa5f3bc8db36aba5b7873b9920685cc77501",
          "commitment_y": "0xeb2b26a23366851699f830d5e42b0fb9ceceefffb5669b0881408a64f8c0a6de",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb4e729b75a8eeced7d8d8c615558f7039c0831ee4d9b6bd121c679be9b2fedb7",
          "commitment_y": "0x470f557732870b0768968bf5cbffe1b3b2fb2c0ef157588dcc7749e783ba51",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x21faca7f86f6c1fec845feabd0b74081e4015204865920fdfa32a3f357f78c30",
          "commitment_y": "0xe07cc588b992c3af32887ce932fc3f94200aeccaa4e1c7d148b65a908a6fd261",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7890636edfc6db2d37f02d0eeb842593ac14c4370d438103f33077ca756e5833",
          "commitment_y": "0x35baec15f7a5f81e2c6719f7819026c16ee56c4424e3ecf4bf82494ec73dd68b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x54e25d56461df8ce00e5648c292279da2c6639e925fb9eb8d8625924afa0be72",
          "commitment_y": "0x7dbe09ef93127514fdf867879e844f0ad7291a5f983b3fb85714b3a25790f03c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8c4dc8a83ac9ccb588ab3f4d1b5ff98a4dcdbecc5cb07395a37c41d86126c123",
          "commitment_y": "0xc45c597270b2e36c4a1696c6949c9cdcaba748c950c9a3d058cabd9a01ced797",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x325b94952414b055fb428ff6d8adea800c45c3edb7c52a170df729e7cd8fb176",
          "commitment_y": "0x37d0e59ef4ec54f8b0854c217fb2de0da2fe061c2e7273a90d77acad5b8c8f64",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x74cbbe8d2c5da585487ad821f9345722a333f93e7ce9d59cc048caef90f1855b",
          "commitment_y": "0xe6fb1dfab1e92d42e27202e4e8a55f4ab5c384ae1d7ae5ac2d4662e24c4b6e2f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x102bae7a02bb62128b6a11dda0768f4f766f663738d9d8ea32f2d21e4c4a54f",
          "commitment_y": "0x9774fa1f5e347e46182da5ffd8ccc60496cdb651ceed41042c6b0dbcff0227",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x21424137b7aa80d1fa64c8027ca34c0943554c1af7c8dc70e2565b0164e2e5c3",
          "commitment_y": "0xb68056f5bf26498891fc41e70afe7e74060d6e2b1e8586c3c0ec14b783c4f5ba",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x8ffa6a5376b56fdb8e9511e9be919342f9d25f30892e13de5e838915783f82fb",
          "commitment_y": "0xf2ea1335b784ff58a724d64c4d7ce81c247e2e1679bf76c9e6caefb5adf7001b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5df101980159cd0eed73fccde422248856868cc2f25a5da0e5e64a47ee17073e",
          "commitment_y": "0xc4567f99954ab30f4a919c1f2ddd72401b91472c8f6861caf625a0e78881d575",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x907118a71adc91d84ddda770df6101c82488edb0f0992d0bf8b24c7602d802c7",
          "commitment_y": "0x1065122e1fcfda8fd6f0c37b09f6c62ebaffc52e1bc3b6ca59738455aa53b55",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x773e983ea78dbd3cd5f402c9d782be0f31ebc09a71840649a53ef47fdf42d364",
          "commitment_y": "0xf8733670365b6864a8de96445440e798961ac8cf6ff508f1572f638f771faa1d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x671112280c85e38be5f5226bbbc8a875980579ff207471ffc9f3546761423cc",
          "commitment_y": "0xfad3ba68c1bb4d33fed8e3e1b0d0f1068a95c88fc2e9e042d722c188c9f9b2ba",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1cb3678d26a9a462b87352810e358f6a4244ddebcb599e33ce1e1dba7e6bbf31",
          "commitment_y": "0x442fdde9abe281d8041b3bcebc808fdf4c5aecd0eb025b832552f74b8ea0b777",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "44777256d9e4a5bd99edb396b2e631e968dfa6cb509e503ac6dcb65a29b439f0",
      "temporal_anchor": {
        "anchor_hash": "55d1167039095f314570d1da93f859e938f6f55f98a27cce842f675a2fd3bde1",
        "chain_height": 531405,
        "epoch": 1791417719,
        "previous_anchor": "3b55cb9281e5c100062e3f81739c1af6b21385a6c48f8cc938d7659fb3d91092"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:06.441839+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-0d7f9d384e7c20194db257c0",
      "version": "1.0.0",
      "model_id": "Writer/palmyra-med-20b",
      "observation_timestamp": "2026-10-08T00:01:58.041554+00:00",
      "observation_epoch": 1791417718,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8b3999a957e320c8c5c4d5a17f0859363799eb803826d8248755429744631903",
          "commitment_y": "0x5d02b04b32d46f7d86beb786eaf22ea23f8cc0d417445d6c15afc96651aed1df",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf07ac94aa43c7c7a8d15ed3cea81561297a3ee4eff534824458bdb1d55d8c705",
          "commitment_y": "0xcd4bbf70da5d3b8cb9dffbc1c3c4135c0319f294351b0ada609bb68f33c5573e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x795922d56c027d5bdeb48cabde1ec4e2d0d75e9244dd5ceb9ff62f5d3f333780",
          "commitment_y": "0x850928463b0b6f48d59980b4a4373a8a833f34055f1cfc84faf7768dcfe7ba67",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x99e656085c302a4505027c2da07d44e182f87e82e965f2a23e2e04f798c7d007",
          "commitment_y": "0x71be409d9424aef4a2d35970e6e08e86b7fc3e79a9164fef2e321a6640d1e794",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf55a0d5f486d84adabe3c3c47795900d16fa2f0b506b5b18bc8b639638272561",
          "commitment_y": "0xfaa0c7f46f1ccebbc3c2e1fe19e9ccc490fa5a1e49128ff336e98f170d33e068",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa8249944db0d39dc464c39d8376b7e933d2522890f7e065625238ffdd5da043e",
          "commitment_y": "0x49e1b2a2d91da16e47de3dd19a117c6fd74145b2718ffb3269a9aa82e6b9e7c9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xad8a83a444761b824394adccee2fb50d6255b895db6e2573fdd810d08c8a6806",
          "commitment_y": "0x8c8a8ec7aebdcd359dafad1f9162843a89ea452429f885520d201335e17b6873",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf796e551aad8cfa189c3e51d40a695d9b659f946bef8e5bbcf78c115e8ca4826",
          "commitment_y": "0xb3cc727e1e89229091d672fb3c5db52e500c71c5f8a33731063fc6390fb1808a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xb75fa67048bb3cfed4944f21d92ee1d4ccaf1a0621d4d0421ccb1112c84f8188",
          "commitment_y": "0xe87016b61a71dd161bad889181ff9a28d116d4a256ab7c82cef69014f5ebbf3f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5f1c7588ecb6e16e4fe27bb686667062993c1f207cd5547bae1a4d2cd5e67b92",
          "commitment_y": "0xda8578d35728a8a0573f13ed0aa338b663e687a7e824caa6e37c14002312a52a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x6b47cfdba72f674f0c7a2666d1fdf1b994fd4c35a36a1f17effbf32b17e69e60",
          "commitment_y": "0xe85ae7424d1fca40b236312154d833936ef3673b3ae5c91a8debd8d89fbf920f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7a210215672bd1b9b3733af31ddb6de6c1d4aedfbf22c62e156ff8bd5923265f",
          "commitment_y": "0x568776f6ecebba8f5785cb718781c10a7f646c9b85aabf18ea4e2a11872b5212",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xa67344134bbd1a448d11b49e93ab66fefee35dcb80000515fb48cbd6fc0403a0",
          "commitment_y": "0xb96e594a62e3c4d9364ae3e57cd1888b85fe66c304fff1600bf1e8da8800be71",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3c96e8b6e23acb3a6fc4518635c833922a492377753eea5dbfe7de6625a4a159",
          "commitment_y": "0x790600fcb4f15282288fd1c10fd1e7a481379972e04b169c237c86d3d5267982",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbd6352ad9b666533de1b44dc1235aaac68ab06be861efbb2967efb501b37a2b9",
          "commitment_y": "0x3c29878bade6057caeeedc86301a21544837bcaeb51f1cf98cf9bdf40be3b8d6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xa2c7f4b5cb00d071b38e712d7129111f7c6c85f7d7f6eff3412910fa9e334c68",
          "commitment_y": "0x3ad4636771d2422dc509acfee5fa71efa5f40d294e25da3da4fb8ab6ccf66",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x656b6dd4339d4a97b37ec10e755237eee427b518662d55256d8b717d3a53d64b",
          "commitment_y": "0x8587cd6150e157d233d91481077c58448b74a1084538ed8b89afeb48886e1c14",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x13304efeb89c39830a764b7339933f9a58de164bb5460de66a1907bfdf84f62e",
          "commitment_y": "0x2b96d45ddcfbe82c953bc58e798373fe4d33e6111517bf70b8ca1fcab2336a87",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc57e49a31fda4a8a7375015e679444ac11cfcb8be6f37cecd0f3cc6cf44f516e",
          "commitment_y": "0x67a680af60d9a03f813ee4b9a24ab50b5290dc3c4069676e014a0cd389579f39",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe7239f84c37eedc28e9e1e4f62c20a969dc4a060e95275b43e0f474f5f6f6aaf",
          "commitment_y": "0xe75d2f0dc4bd5d5b16a635fa1ed76a9b8443400a38e50708fcf290bbff081a2e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 11,
      "present_count": 9,
      "highest_severity": "CRITICAL",
      "merkle_root": "ece57570e437cc038f9e8c3b1d46072a512fccd17b41eb97665725313dba5185",
      "temporal_anchor": {
        "anchor_hash": "3b55cb9281e5c100062e3f81739c1af6b21385a6c48f8cc938d7659fb3d91092",
        "chain_height": 531404,
        "epoch": 1791417718,
        "previous_anchor": "df685fe8bedca31c82dab5f1a6961bc466df1e90311ab8fa0f9ed74d97f2ce28"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 11,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 7,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.115868+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-c93d3f005edbc1f9fa6ace8d",
      "version": "1.0.0",
      "model_id": "knifeayumu/Cydonia-v1.3-Magnum-v4-22B",
      "observation_timestamp": "2026-10-08T00:01:56.450611+00:00",
      "observation_epoch": 1791417716,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2d0b665a6f9230334f41b18946fe980d97cb80fa039a996b11d5293ae8408221",
          "commitment_y": "0x864276f7db7058d5c9ee9303700091f27ee4406e0dc82c5e804f28ef3d02c17d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x44362c35777faa0870990ea13b8d2c14123b0fd8f822d63b4ce48975b718bbc2",
          "commitment_y": "0x12ca48770b38646de35bc581192ec35cbeb471b0240beccf097c4f32734e3f98",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3b8ac7c2330a1f0aa0e71c4118c9fbac7f6b21b2acd8afb697a4748e6f3d8e64",
          "commitment_y": "0x9753b67bd5547827ef92d09e0de640b8fdeda50df5a800ef29cf67b0e2637aec",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4010972bd168fb995d485083430195fcf772c89e336aa64fbb6e1825eeb6e331",
          "commitment_y": "0xec00e5cba13a805bbcb95ca0e9db5a25707950c13d02521f89e4af142dbd61fe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1bd70203653ad50d5cc28a4787e657046b98f9f623231b3cc170f48ea955723b",
          "commitment_y": "0x93b6be582b578a47bd3162eb4601a0896f096a892d8b28d6cdced50a4ee882a4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x434635bcd8917e16c58212c1a02cbc410d65bf6706c13d7b6fccacc08c897874",
          "commitment_y": "0xb9960ca75676778aca47d403fb7c0ae39d515d64a68c50885c5abdd78479bdf5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xd0801506b9483e81c854a8b280c8eae79024d37aae73498b1cd82287aca8a2dc",
          "commitment_y": "0xe39dfb5a0f827b5ef16a66a0e0874bbbffafe7e7592a9fe261060ecc39747c00",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9cbe6f0c36bac85c0cdab70f1a289bfb518401f2f61e28aeab6271803c4dc99",
          "commitment_y": "0x769e677aea824db99ae59d0a3c1f4375c2ac5ffbe35d1b300a4290c513070749",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x7fa8860d6c075a86afbcadc6bfc93d99acbd19ac1b0c2e0dc7ef53b41163680c",
          "commitment_y": "0x949266f77010b44b26b2eb35227371ccfd0a8996455799b855b325994dc96260",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7f326a119e8aed4eae15937a668015b1844e0ffc10e3f11dfa7a712c33a51a2c",
          "commitment_y": "0xdaf9796d5daeea578ff0efa7d11842efc10e7e052c6dd14d2984fa342ba1d7c6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xd57ffee62c048ca65740027feb76f7ba726531223482f4abc19206264705007c",
          "commitment_y": "0x488e82de3ddffdf008092539b822e9f5a552f2b811704645f8cc81c85a2d7bdd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbf022e767447a25139877a59bdc51d560caee1993b1c7d1ea6bb66ec1d6845f9",
          "commitment_y": "0x60de4297b16d4fb8173f54bf316295cd0f5a7364c54bc912496621339b062201",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd47cddf600b7663db74a0c0edd0349cfc2c75ae0f6fecba6678cf8b0a5e12392",
          "commitment_y": "0x681d8a49b286576151903d62bb75b3ab32a097dcb32ef777ea5db66f44a278d6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xc06d15873be7cdf0ba820bf3d4e59b783d9791c331199318421d1d85c2bfb7ae",
          "commitment_y": "0x10c990ab2c5ea2f0d353e621a9a903b5d8dd514e92aebcce038ed465c677bfec",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd92d0cdb5740c77386ca0b9271644177d3587738c54f3f67d999a2e0616e373b",
          "commitment_y": "0x22916ef8bd0807a09df1ce757f5dd0a2625bdb8ca0da4cc165556393b72712b7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x7702410729692e347682f63a19ad41a5ff1a2005edf39e5ff02ed0d4a73228d2",
          "commitment_y": "0xffb0d5b60fc839136bcf01f364082cf3300a9598a8e81577db42ba7274f61e15",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x77ac159299caba8933d70b8ab1dc9b56fdce4046297a3f6a201f5c6d15424b79",
          "commitment_y": "0x91c68457984b3915a6e0144a7ac78a0f713498bd2c10b2ee02d3e3fbaf74d671",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcdd68b06bb4aab588e026b963474db34fac97d95801a0ff8370d4bd92cf52760",
          "commitment_y": "0x55c0dcaa998408ee97be9e086602ec90fbd73f23429acc47bfbf25e654207b1d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x694c8d3a8ce05eb8bc971a7c213ea9ef204ac0a314c4d2870719d527f29e9764",
          "commitment_y": "0xcf2bc0ca72e3cfaf32ad03ed5be883ede647ea774b06ac2e873f72fe1695ca3f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x87a1314878c4c68cae1d8c4346bd27e5d1d0b3d6bcd0bcd420c2076b3f6ebd11",
          "commitment_y": "0x972192d6fdcb5c9603ded1a6d4afe9f8aa83dfdc612c16c4395019f0b026e555",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "7b23c666affa44db85cd2ff8a2f0670c3e20d74fe21251bf38c69e641eb6aec7",
      "temporal_anchor": {
        "anchor_hash": "df685fe8bedca31c82dab5f1a6961bc466df1e90311ab8fa0f9ed74d97f2ce28",
        "chain_height": 531403,
        "epoch": 1791417716,
        "previous_anchor": "ae7f83ef80d197074eab1063601b287cccc0d9483c6bb4c876e06e15e33011bb"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.500566+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-c241e430eb85296d629ce0c1",
      "version": "1.0.0",
      "model_id": "togethercomputer/m2-bert-80M-2k-retrieval",
      "observation_timestamp": "2026-10-08T00:01:54.911509+00:00",
      "observation_epoch": 1791417714,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x19722c313ecdb8e0cfbbc2043663c4f9669aeb4970dbd55e0dddd046071f4216",
          "commitment_y": "0xbc2e3a5b32d58b39d57bc7b146e9d44da0fdbd02235c3ad27355fd12ab338d69",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x48f2ec9438097a0523160af4582f8b37ed79b0daa02facf79f69082d8862ab95",
          "commitment_y": "0x8a9421acd2f22f83c0b50ecbca5d8b0d54f80c82d36344f0fbc1b1192d082dea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe7f7c64ed0951ef31bd069179fbee0d278a3707dfd68fd8567f860689d95f40e",
          "commitment_y": "0x78493a703c5968e521424d29b2c86f0c3f84d7a4d69b0d674fe2c07a8be1ffa2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3b59ffa3c23c6a4ee45f4a9eee8ec71a0285a2c8c9726579ba9d981b2945cfaa",
          "commitment_y": "0x4c11c4e6cbaaa7699bcf263e67485b725930d5695949c53407de23ff0501d015",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe1798de1aa03bc1325241da8b74fc1bddcd626a9b5876c567fd2509b2204efce",
          "commitment_y": "0x827fb5ae5f58fbba3c160daa9fbc67b7cfa4d037e5f65e7bf8a44ade05883a7b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3055c2a6d7a72ab25a1ad83bf8888a7648205dd3166821f7639dbfaeea72c5a1",
          "commitment_y": "0x91d617ffad127ca1481058afef2f2626ccc20f31f863583bd4ad0925a223f516",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x59f9acb5bf76d95919ac0b8d7d0d5bf0fa54834a1b727fa944bcd473b35ed279",
          "commitment_y": "0x684c258189f701d766617b037920f2999ab5e5140a402dc303feb0da26678cb5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5c5eb9cc29bf8a46f1f1f20285a4522657c31bc2f4810b87ec8bcbf95e6a947a",
          "commitment_y": "0x5ae02217f67a57d3119388a7ea7dd39f36e625b99fa32995d7868f51a9e7dd92",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x9d1f80fb729e9b6eb2633dd148bd76fdb64f10f8c9cc5fb85e8d083bb48a7704",
          "commitment_y": "0x11a82dc56a3f1b53ac88884e8b42ca58a86bb56f8779a733e881d1e1ce25e2b2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x50d721923f5eeee74f0a69643171d30fbc8a48c5c2656362da657b4a48c12518",
          "commitment_y": "0xc5c8150cb6b0d68068d25eaaef6b5b7e04914fbc0b28390817eda0035fc5704c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x96e59517a84fbd3b480308bd2b9e5886d39e40a988c7a0e4949b49b249e4a25e",
          "commitment_y": "0x207f22e3b262e5d7dbe773da4b1bd0029dbbf549fcbaf0dd72cbe873e29d9e98",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x51c2f9a14d795e864dffb585abd96c420c3cd408ba0e25f0c8e14353bdfb3b11",
          "commitment_y": "0xe0c2a0cf892c18f5b447e3537cef9de5d8c9d6a712d50b906e2d20f627ba6a78",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9cf8a4e0d65cd3cdf2ead3c9c198848bc5b3dbdabf1778b407d10e7d23c7adba",
          "commitment_y": "0xd9f36c2e754fa7b57e41fb1c4cb5681ba9b8d493744c79cbabdeb59a192e84c0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x934518089854298f89db25dafac43618c6d5bc24d2c98ab0ef1d4a7f1f0627eb",
          "commitment_y": "0x448f27a53ec67e45bb6b4d8bc5cd9b63197b5550fd212e0b975f65a50f60a895",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2a1da7fef3824e7d23d8cd43fd18ab4e9528bf6036523b08807e7b5f67440a45",
          "commitment_y": "0x758c5e3c333a3097f310acf3b7a6a98be6b1fb9ac3bbf139641b255521232ccc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9de2c7a17cc46e1754a356d267dc91fdbd857889dfe4fbd9db2a445fb7ef6b6c",
          "commitment_y": "0x3641f8dd59946d4155bd0d56ec3763c7377a1ddfc305619f4541b83770301c1e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2c2892c2ab3caabf38ad84f30197c7564466b3afd490b8823fcb17826279f77f",
          "commitment_y": "0x74dc0eb66f4e1e190033aae747c19d05ba285d7322806b0385d43d0b68d1414f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xaed030bba4a1f2d043bf1aab8caac6c0af1f9e8733d46c38a64926c39ee65664",
          "commitment_y": "0x9ca1480ed54e7a705838a2f70ed4ba515ba8041ab25a453ac1abccc3ce963c05",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe03a011d1a297706e7ccca4f1da775da9743ac53853a1cb6c815326b76085775",
          "commitment_y": "0x1dbb14ac53fcb7226c42b2867ccb29eed3bae984575cb24a5921dcc37963c435",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6571bd3283b391cab8907cd923e9388aec262db940a72966eac56a1d0259c740",
          "commitment_y": "0xba4c4cc0926df81e384dea4ffe03d7a2acd9c412228993bf60df917a18e89520",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "13418e99dddcf76ecbb6b53814d8bdf26f86ead839f62a0d0000d932e87564f6",
      "temporal_anchor": {
        "anchor_hash": "ae7f83ef80d197074eab1063601b287cccc0d9483c6bb4c876e06e15e33011bb",
        "chain_height": 531402,
        "epoch": 1791417714,
        "previous_anchor": "b27326ebdc5cd289f3ef9f056e37436dda46b817197f9978a9b3c461ac1d76f4"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:11.894698+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-9a565e641a73eff4709b07c3",
      "version": "1.0.0",
      "model_id": "eugenesiow/edsr-base",
      "observation_timestamp": "2026-10-08T00:01:53.411950+00:00",
      "observation_epoch": 1791417713,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb7d0f1dd169751c4ee89d1cf52465013d7681cfa238598d808c7df4eb339f17",
          "commitment_y": "0xdf5219880c65feef9ac486f8d89a3aa282bd8e105b5a9a31d6b2c052233f0ce",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x382854caff09bc588627a8250e7665aec648ead5adde4c2c58b4d49c2f8db357",
          "commitment_y": "0xdc6231db464fe4568ebdf6bd8ce8f831bfd58dbb7709b78a29982d3c513d7851",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x17b6108d46fb17cf9ef6b541ac6e6582f3188ecb9626c8922032383ffbf7321b",
          "commitment_y": "0x7a9acebb60d47912ba443ff2f033c75930d00ab22aff4313744e421b479f3bb1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd122a8e5762b17c04ccf893aa971439f94dce799224e3898622a6e2ae06812a4",
          "commitment_y": "0xb2f9e870b3ab510a221988a05553a83c3e1beb1f544a3326889753fa9612680e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb7dc7322f48788ad56d248f1ecea8e7e9a9bbe36815ae899739e9f12189cd348",
          "commitment_y": "0x5bbfa8a268fc471d4cdb6128f74ff935e47415063e31988eee46396fc66fb651",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x1a985dac466046efc364ea65e64a3119149a0caac5a9f80173f0b28e2cc79f9",
          "commitment_y": "0xe18a1437e79ce3dbabca65689c53fd47ce256986686d9558c240c5e340bef9b6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x8621189776fc9a371b87d7e39cdf9b91b96485cc78a6959e99c8fa68c08edf47",
          "commitment_y": "0xe62ccb575cb36177c766ba2d318a0c76a2e9692f09dd07c7c1f29bb679fbd35c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5decd74ba938dcdc73c6eaa4992d120260d37e591c5eab7d37d6799d787f57a7",
          "commitment_y": "0x96711333381d9ffe66013c8fcf177c1914fbf969972a4fb46742026b4d0b7dfb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xb4e6243e1fc7befce8ea5b25ac5d9105a5e26a1bd11232adab0343a0a8fb899e",
          "commitment_y": "0xb1afa1b1a46c2c3c4f81480f757e5e2c3d52b76e32f1d9dcbf9c31beae50669e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa8f5eb15133426ed9dffb80368de758fc3372e2c6dc959da8cbe75416ec2526f",
          "commitment_y": "0xe4090c8c10e1a9bb02880f61f1c1bd58d4529b84acfb33ea2aa0b496d7172fda",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xe8a76c0525aed753b671a98eb7a7462a04620cd0139464e46c17cbaa4316d307",
          "commitment_y": "0xa1e203a448cd2aa43688f1b8e9eecfb9069c25aae73df9bd7b8e0ff81c79a99b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb7642414deeeb180af836527a6f3b3afe4990b4243497718b7222573cbf3a132",
          "commitment_y": "0x3d322f21d85a49a19711b031c44b2ed3815de2f104249ab18c387d95e3f1c7e9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x19dc1cabe3619fb91e82c7fecbd28a5756149f416ec0ef0cfdbe32e9dc645416",
          "commitment_y": "0xa33d7270a15fe7a063d16cad97244db1bc5a8bc2c64330c584b9142e1a87eafa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x89d65507e098a2639557b42c6105a75989e3e0dc60a12e626ed2f1bffdbdf65",
          "commitment_y": "0xfd7fdbb438c944ffccd108cc270efed646b532c109fbd7836a2bd88f9f6e99c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x53c80d04f88184275ec79cd391f9e450f6d403797b5090e5bd7051d3e45bfa48",
          "commitment_y": "0x25e16bd018644819aad84c218d137f986e6dc0b62b14582501a87d27df3fbc60",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x64cb687d4104dfbc6449ef5dd5da18c021263258839f9ec690c377b8cb7ff73a",
          "commitment_y": "0x3f87a860a187bf5aa8fe3891a82d2081782b570982ba611d2e8d95215aad1775",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x64f5f99fe6451cde634761b232ae63f042848661a9564653203c7cbcdabbc078",
          "commitment_y": "0x91f35d4825e69b85b9a04589581c1ef546ef5cbcadb9a19ad18cf3a0c28ee116",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x5a02c316df6b6dfb2c6e964094f6f7a28b3fab7e9c1e23c26c3f62c113d4144c",
          "commitment_y": "0xd7f0b764a660844a427336fcf4bc7f05eadd394879c4afcc93324289cb7649a9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6b92747c405e9bc6f43723f5794bd47d259c304cd52c6db9bb40b45cb8f77c98",
          "commitment_y": "0xcde96667240e3f2c66e2ed6d35d68732d206e8ca8ccdd3488cbda8145b5a0227",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd60977ea41718fcc9e140bc80c48909cc5cc8e97fddeca1375506d3e799b2368",
          "commitment_y": "0x52b0da91591b27fbd9be757951b125ddb1ecf027af71b020a699acd7b4735350",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 12,
      "present_count": 8,
      "highest_severity": "CRITICAL",
      "merkle_root": "f15a87e2be94ebee6b78b80aa95db9ef664bd1ef54830d6f700bb96c083243d3",
      "temporal_anchor": {
        "anchor_hash": "b27326ebdc5cd289f3ef9f056e37436dda46b817197f9978a9b3c461ac1d76f4",
        "chain_height": 531401,
        "epoch": 1791417713,
        "previous_anchor": "42dfaa997d6c7d5dbb2c47d248e6c05283e31306c5afa912a5c8186854ff8501"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 12,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.075841+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-4a2301a51a2277c4ca52d145",
      "version": "1.0.0",
      "model_id": "lmsys/fastchat-t5-3b-v1.0",
      "observation_timestamp": "2026-10-08T00:01:51.885403+00:00",
      "observation_epoch": 1791417711,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf3ddbc6c2994ac786d4bcb4f8084c5297892d1070cbf51b896f6d9db1277a228",
          "commitment_y": "0xfcf8572bf943beb8e527122013a781405e7518550bf11c1734889af2fa6ced78",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x682644e44fac835a14dca38ed5fa2233e6a8d3435f7c6858a7975a5db8ce3a",
          "commitment_y": "0xdb9d84597088b3f0292b4fb2cb7bee86c3cb2119fdfb25348b2a43e7be3f937e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfb9084cb4bdaf07ccec2f4d14bae1d475b574ddb64a5495b8e8b62e97b06be0f",
          "commitment_y": "0x795c208da9dc76113b5ec42603cc88205d1e1fa3555f54a5990c1fbe89b9ad1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x12c6f7e6d02afe0bb4c7edd1dd69f764382ca2c87a1f1f4c85ad08e782695648",
          "commitment_y": "0xf8a13e3472ec958dbe8743a9ba70e809be4d136e7f0794c4757e3557b7313d63",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8d2828d7bfc1cfe578b26ee71924068815b43f66d5b930e781a6a6f693ac51e",
          "commitment_y": "0x786d380c08894df3da665c7cc6fa5f188bda0933c68bbf8ed7551a52f63c3e1d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x1b6fdea9dace5ce49758886ff06f15a1e8686619e21e02850d5e653cb387ee01",
          "commitment_y": "0x12aa46b66f2b5c321606c31c7ba08e0d05011d4c57cb1160157afe6f64121b79",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x484bee144460f6bb81cfeb3f7b64bfd46db8e6bf186f1ca505fdab30de268ddc",
          "commitment_y": "0xf0967937db3846e30e669515483248f6f37ef604208a3c66ae273ed39514e800",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5d67c9ca7b5857bc016ee55603fa501d4a07660e333ed07d737d21a3aae537d1",
          "commitment_y": "0x8d86430194122da4253a3d34e0841bf0d6f257e972353c41294b110d60b69fd2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x3ca92c1c8c9c4ecdd3f24f958ed6b2f7dad2a9d2ccfaff24876018a36246d4ff",
          "commitment_y": "0x59afccb9bb991ec6735b96ec25990617f2a605b954cf55c4be0127e3d1f84f4c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x930f191d8c6646ca667fc8b00437b9918f6d3d6e237061f8edd3c7853927e73a",
          "commitment_y": "0xbce6d5cb83afa032074ef26858d78abae6b72094b65d5058f5b1d38f275cfc1e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x43e6dca2233b60848f0a24c8f7eb0eaffd94f89d6af3270467a0453d75f2319e",
          "commitment_y": "0xc21d9924d5a8eea39e145c90a5a56d322dec0601c282db172b7bc325cf5c454b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x51501aaef1eeae039d406798637db5d3bada06dd3680a49fcf5edd097bf142da",
          "commitment_y": "0xff449add90616f0b6388c18991066762d959fa852c86c49fcab89a961a09d8fa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x63fd01ba196427cf2856983ed9a7ec456a61ea728b4cbe79b27612aae796ed2b",
          "commitment_y": "0xfd00d48fe40e9410fd44ed003219a5311775d4e17581fdabeeb31e906edbda6c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc85ed8f0116585af578713a0f95d7140aa70c6b73680e4649e5475610a07e5d8",
          "commitment_y": "0xf23eb64710170befbf6df445060657bed6716b6ed3edf6886421e0a512ba92c0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x56f57b7b447fb9e420b19a99ad7abe7f50627c8ec88c0270e4da0e4d832411e4",
          "commitment_y": "0xec63b35c7141145fb87cec06f6b67b23095db88643c6db7f600c9d363daab393",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x7c020dd17205b1d63ddce9ee911a984635cc207b332d1d2a1a2e2d29742c03d2",
          "commitment_y": "0xa51f08df9c441cbb20f0d4d81f3be6937526b1228062f29548813be8f736a1bd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x27c47aaaf73afd3405b88a63a080ead870ab7f7f9de31beac62c283bd3001fb0",
          "commitment_y": "0x20a8a0bf7729709ad3ec3b6875a643a34bd13d7f588888a4c71514169ab18faa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xaa09d2e20c35599d4c9fc87bebbd4827a081f48f266cf5cb568286abb56ae162",
          "commitment_y": "0x9f9bc8dfc373c17dbf6724c89bb422a3c7c5001ed002b45f99dfa05679da16a4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6a23d7518e5b50204e3df52bdaccb62f1e9c607a17d48856263885c8ffd5d052",
          "commitment_y": "0xa52fa26f5f8bc041546d081782882d8a16b3183e643340e430b19ba61b532462",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7751466692a03285b95feb07e82263e1f91ae0cc5f293ee08ed41731780ca2d9",
          "commitment_y": "0x8a4c1cd5df5f429d7b0499c05bab3a049615c3f05621d2a5640bee25732c4a06",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 13,
      "present_count": 7,
      "highest_severity": "CRITICAL",
      "merkle_root": "8e15fb31fdd097d8ced3a76bb369d037e3c8dc98020ad3097be1786049cc61a6",
      "temporal_anchor": {
        "anchor_hash": "42dfaa997d6c7d5dbb2c47d248e6c05283e31306c5afa912a5c8186854ff8501",
        "chain_height": 531400,
        "epoch": 1791417711,
        "previous_anchor": "a8873f3ffdb2c9d4da32bc01b86e8a1a316d4fb10525cedb36e79c0f4dd5eb9b"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 13,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.788485+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-8b444deb9fabada3aa12e622",
      "version": "1.0.0",
      "model_id": "allenai/Olmo-3-7B-Think-DPO",
      "observation_timestamp": "2026-10-08T00:01:50.382867+00:00",
      "observation_epoch": 1791417710,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7ddf6875e24e7006f946f27990f5fe84995d76d7a5e480dece225670518e7515",
          "commitment_y": "0x872c9465c123058a21fcc284c7f042b3fff0c4fbd681a64bcaa42f33be26fd93",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5330d4b06194db88d2ba910f0ad3a38a0c53ce9264104d514efcbc3691b82ca8",
          "commitment_y": "0x3d2368929adbe1e8208a00614022fa9d592b661e39955f9b45ff02c7aacf0948",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x73531cf89f55e0dc848cb5e60d3f95bc5380c658a585b8d39f7418566e062328",
          "commitment_y": "0x42cafeda828f0b1d6c8c41ece7683d5b10dc23a13eb9c508d6744ef485fb612d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5d946f7552667b38df93447a071b0083a1284023685f9771a72bd2667466dd2c",
          "commitment_y": "0xe48410aba26dc2c08b536e2ab14378d459694874c8fcd6ab175cbebdcbb51ccf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9999a13ccd1c59e6b6b0b7b7e3d5eee3b2bc2044a60fbc709563fb4d1d51c456",
          "commitment_y": "0x157837de2207718cab6e2080491472d2532b61358c7a382a461bba5d84c999ee",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3db68e7e3920df2e63976c2a47408cd764e52eb3b6df879748a233e0f2f2c694",
          "commitment_y": "0xd0a5524106698477336f3ab04512601966d19017ec0f47601381807d2e01cdf1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xad28eaa3c8353dc8686ad474ea6f2f3b7e3def5993638b5a8cc5ab5e4c285bf2",
          "commitment_y": "0x66a2906bb28c3dfef6af550383a9d5305cbf75056ac96d7e748c9418043a2a38",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc5564c337238e6f119cbd30b06d1885256b953d655416a94ccc6c320dcb0334d",
          "commitment_y": "0xb7d490f4ef9fc2c665df7e4b2c6e03d55577a432dafa6cf2aac2bc60622bd713",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xba2578547e3cb4466a8f1ddbaebd02a97a234ac9889b548a333de045558a2a51",
          "commitment_y": "0x4c62c3a61b7c81635c1ba0e39729dbe9648dd052af7b05ed7702d2bd31452c1e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdf01026652de6293de09504eb3dc153a98c54daab0477d72cdc081ac2379245f",
          "commitment_y": "0xccc6441694e6b70423b565dfa14a673c7b916374f4f1021320dd7aaf001ce359",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xaee3827590afaca5696a4698bf1511a2da6626acb3a4115695bba816b42489ca",
          "commitment_y": "0x5740eadc0bd3f9030febe3d4dbfd44fcab64ca763c8cc160826e3f4795577382",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdeb2f6ac186c9341c65a934d93e33a9b615debaab016d753e7988890cb95020b",
          "commitment_y": "0x2e7dad57d106c897e5679637a3ecad39741bacf9631df82aa257e4709e66b794",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x686354a523f6c3c8f43a6187f6e37392699d0ea5525954ef1342295adf04de82",
          "commitment_y": "0x3d020e5084daa327af61d72511b5a2426a9094abe9c81a76c5847e7c01f22319",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x80ec1942f2df948ca83c788f5b96aaf9500b8d9ba6c9527f04eec93ca31e5a4d",
          "commitment_y": "0xdf5dbdd45faedb25c312c135cca7f292827ad8233b07feb7eac58fc5ec41b962",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x833ae03d53a91b5e8b3ab4c0067b59433106e7eecf885a1cc98a4320096bdcd2",
          "commitment_y": "0xbf70fc49b783151bf6da94257818ee6e242f6edd749f51fcd95d8bfb4ce90394",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xf0c34af499da8ce9887b5cf119d9207baa252ddef423006c7dbe6d0a132ce68b",
          "commitment_y": "0xfa6042bdab8460369d8580022ce4f3dfd356f273aa8eac02c1359fd4271effaf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa6659f491f17e2efc25f86757476796bfbbce84c9ced534d4afd11dbdb82254c",
          "commitment_y": "0xd95d6144ed88636aa39f67e7d894162b4adbf3a0803fbd4daf8dfc0691b9c173",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5b12e3b3d7d9758ec6fad1850a8074fff54186c6c417860d772525285ce333dc",
          "commitment_y": "0x90bd68627b5aed521ee1a517180f5d4cb21fdcdb855e2a8138161a2c6123a4a2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x1247d0acde8994447355960ca80f4850785c3813a8502f5b2928110392246397",
          "commitment_y": "0xcab6234b2579a5ac08656f1a8d97c08f43e7486d93813a0fca947fd3600baddd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9d22bb6ded9a61cf0b7c50355280448c34b0af025a8a709cfde41b964eae0b37",
          "commitment_y": "0xb5789ab14a61b7b064ed3f4e163e46f499f5222012cd9f10ebf300b98686ad40",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 12,
      "present_count": 8,
      "highest_severity": "CRITICAL",
      "merkle_root": "e6711dd59d1a41391eae96f500eb2ee4cc3639cd4fe11fc4898d5a595ee5cd57",
      "temporal_anchor": {
        "anchor_hash": "a8873f3ffdb2c9d4da32bc01b86e8a1a316d4fb10525cedb36e79c0f4dd5eb9b",
        "chain_height": 531399,
        "epoch": 1791417710,
        "previous_anchor": "73d1c661ceaeebc5600fcee594131e5ca7477510dd32846fb60b5fb3ef3f7528"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 12,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.523129+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-6254c801c09e4f849142b09d",
      "version": "1.0.0",
      "model_id": "mteb/sts12-sts",
      "observation_timestamp": "2026-10-08T00:01:48.803075+00:00",
      "observation_epoch": 1791417708,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8d4444765cf8fb9d16d37320bf67eda1849718f40a36e4ec05400c4bb836d250",
          "commitment_y": "0x1df685be096c839e845af77a04b8317152de107766c0729ea23a67ee8627316d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4c85f4c61f79084da0197061cb15a2384872beb407585e17c1f0bd12485bdd40",
          "commitment_y": "0xb7e604eaae5363c1f6313ef6ac3f22182c0f1b136c86f6e5e15fd73dd24d16e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf0017d0223f54e408cdfd9fab4dba4e14d0b89689710506c506188db43094eae",
          "commitment_y": "0xb5f43252a8db0aad058960f091c14b470f088e505aa76b29bc57e3ab968ebf84",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8d3d98f9bb3886c128d542fa61c09b9f8bb423903c8459188ef5689defe755c1",
          "commitment_y": "0x2c19009883010f4959542172faf73c7fd9496c171688a1f2e7894148103be4b8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe4e8ab3f58495df11dff20f8136ceea97fa7fcee8ef951d9ecb773d0132f8aec",
          "commitment_y": "0x503e62bff054837162015ee2ef1144ec5d14f4ac782f207d0d7fd37e15ea0c5d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x669c28f5a5b47b58e87ccbe1aef0ddd477a7b919362ed10be35a561351cc4ee3",
          "commitment_y": "0x5325007948f626feade0b1c1e11158024667d8281cd690fadb9532a6f538b682",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xb2a73fec6b0cffac9c6cc0d50600b6fc6909056a6acfc0504831fe2f301d70c",
          "commitment_y": "0xf2824059afd594b6cc783fac33fff85e53567f0deda23dd93d8a36063cce34cf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x875f7475c6f581c8bd30777fda27cf8a0810ee91d9298bb0bb31fe839a6f5bd6",
          "commitment_y": "0x3697673ea89bf1a068f68ef895911ac32db8fa7c0b5837bd685911094e70dcd0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x993842919d1a10a780b325c292d3b3b31ff420295c8eaa5ef5ccca2afd54c1bd",
          "commitment_y": "0x8725d21e962a3f382b2e3531dd24076df8379e82c4bb983e9c150485706b04ae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd90bf6c3bbd59945036db4ebfeff8df2b56a04586a767d70477165549cc967cb",
          "commitment_y": "0xcfc9e01d3107bddba53bf01d49954607e85b9a59ac48c919eedc80e4684ed03f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x1045e53406f06eae126239fcab894492055e24db856a10f999d69f06bf366c19",
          "commitment_y": "0x36d4adba81baa0ae2b8642b473839a20711df3719282db849646349ba6cec9a9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3789f2915cbf87d0c62868e53f2c925fa6087b5a7f51173f5e90ebf9018a433e",
          "commitment_y": "0x626924fd3cc4f18152fafe6c0cd9944dbe3ffbb8dbc1bc1fd7aeee93bbd09e03",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x28bf33f5b45e5c5a6f21287476899b5f7da07e2edb20aa978931f5974119afe9",
          "commitment_y": "0xe04194f9fc6c4b9f2357809ffe09dcc84c75bf06e9b517631e1f76bc6e3fe514",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x55fdc4ad07956d660965523dd0f206abe878b0a064ffc1e7e08c2f71e34bd772",
          "commitment_y": "0xf040962f1485c79330882fce3ef0674f3f47b6ec3be983aae37a5b7209782458",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd879120e38f383164ac71c4610e01a033c6b81f1768030ef636251c5e95f04e5",
          "commitment_y": "0x2b20aab3de60e3e9ba2fb7ec014b28fa3713eca85afe1663a04c205e017dd7a5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9bcfca2a381291a62fd9b3d8f48599794b77a737bdd2c85c4e80bff8c9124beb",
          "commitment_y": "0x63aef7d5c7cd7313f79e8cf1d8fb336295e2c9d76fb3934193f205ace651be80",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9ed44af54cacaf3ccb970f95f55c5a98976023686acbbbaa9a15c0f99350f96c",
          "commitment_y": "0xb605b6ce3d8f8c23f39aa25918c97057fe258dbfdbeb67a34599c95bd8b3b39b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe5c9ffd512de1bc7b3db00d9904b3e6fda79ea9758c85f12eab4ece51b7984e6",
          "commitment_y": "0x441aeae527319a1658184b28bb34470b39a0d25557927ddfd83536296adba3bc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4f8b6862b1bdc172aa4bf21cef8630d37b55b68ec553a4c762d3d0ea6efaa363",
          "commitment_y": "0x916a481814d5aa67eb34dc7b03b97885916d0ee80925f5367ba3d70fcfdb1182",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xba7858024cad386a0080fdc12e305b6ad110c94cbcc4769d42a0a5ee1eea0aba",
          "commitment_y": "0x28fa6a1c051addad05890cc9c4aa827310cc929d560c54a7ca86eb5b1116c087",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "eb7ffd8b8ece64f90c897568ce3e3fc808f38b5b91bb3951495836db709ca280",
      "temporal_anchor": {
        "anchor_hash": "73d1c661ceaeebc5600fcee594131e5ca7477510dd32846fb60b5fb3ef3f7528",
        "chain_height": 531398,
        "epoch": 1791417708,
        "previous_anchor": "4ecd6b8b376cccd7d8985cb543d2e9c21818776cc30ef0186fcf39d55a9f6462"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.904005+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-5b55e39f674b732846f7905f",
      "version": "1.0.0",
      "model_id": "acon96/stablehome-multilingual-experimental",
      "observation_timestamp": "2026-10-08T00:01:47.473961+00:00",
      "observation_epoch": 1791417707,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8b9e1769a120fefb3455b5357525d9a793252507750944921a0f5fdf197d91e5",
          "commitment_y": "0xd18eba391a5c20faac29a99d5a1e424d83fa930aaa3d18da5685592a4208a21a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb124148367459677bb4f6997fefdf57ab11e17b3306440c8302f989eb70a1767",
          "commitment_y": "0xbcbbf85bf77f36a95ae4abdccd5da0eeca513d1473c613a6befcf7c5d2e8b6c3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd81ff3654e0d4d5d625d6474bab344ad23f1ecb5cd156d6cbcbad1949cb22af5",
          "commitment_y": "0x9e0b279d59cd16cb3e57ff765d8948094a469cf69d5cd955ed38a3e02c3b8c5f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3f850a1ce9674bbbcb2b274e2bfc80a2f23cd20bfb3a82b490033b2c8cd2e223",
          "commitment_y": "0xa816c23dac73f12acbc405112dfec51b0fb18c11fd26c00b9692bdc1db90cda",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe0bf7de88b27c5151015dd57aa4037eaf40b0b59795feefa1fb474da5941e60e",
          "commitment_y": "0x710836e13b1f48ee3a4029ba58f7200c00e457345ae0ca208878859f529c6329",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x962ebe03de10d8396b1172c70afa8f280f1c584cb43d909c0e0e8e26bfaee6dd",
          "commitment_y": "0x616b1a1460d8bb6ebee9ea4de9e840a569d81a7becb8d337879c6aed2abc90db",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x2bea038d2d3463afe95635c8fe5d1f204aa3852ca559f7dd3166e4728605d167",
          "commitment_y": "0xb5ba3489a4bb763d382154d2595b4e982644616719542e960cd9e273543a65a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xae891e1c27d93a43a2dfbecd4344bde14ab8de24ce00eeaf3ea3bf5795648236",
          "commitment_y": "0xd3ed1e8a06931baab71bf433484c778aa62a503f44fe05ea6e7f0c9b5b9fdcbb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x658f58bcb5d47fe97507470af812bdb50435e96a3bac97182008b61214b89e19",
          "commitment_y": "0x6eeb983c4525b3ceaaa6f2d63300a868ac3434cdf5021f597f9fd81a45abac9a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8b73a75cee3cff3d70e3e87651c51e640d12a6078ee5a2a947d99630330240cf",
          "commitment_y": "0x2732a6932a0bda1ab89cc9e6ed3b8ae6776c5baf9de7c61a9a6f4b3ff233e2a6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x898df8b6d0f95d0eec0ff6d5cea3ca09ff7bfd3b9afa12f2e933f8baf27d4a01",
          "commitment_y": "0xb3d254dc3939f363f30442ac8aadabbfc307a1ab697851ffa9d2bd8ad24694f8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb64933522bb1da81cc2e75a1c0ccf3f1f5941eafc6cccda34d802f864f1ad753",
          "commitment_y": "0x8291883d8c6e021db9b2948bc4bcad36f63a089c7f8a3dd78585acf52275ffcd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc15287a874641379309ccc40d1f324018336c1110006da0b5531705cfed54ba7",
          "commitment_y": "0x90e98c942e48213831ca828afade028a78db3e63e5ca2237545195a614b2d4c9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf5a604ed0679dde662527b49009830208510336c0eb99720bd178054592190f1",
          "commitment_y": "0x42337839f9349aec9935ab53f1acaa0a924506c0984511107484e7f85e7bb884",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4ab04c1e7671da21c578f2a9b9a25cb1c2e9f68a853eaca3db0708f9917ea401",
          "commitment_y": "0x78a3dfe3038c012940e6501d96b435d306c4f56b7d3e697fd08e3e585b13e2e9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x8707cde4caea06dfd5f36f93e04a27dacda946bbc578d9a54381127180b2fa63",
          "commitment_y": "0x805215efd305da292a754c304c108f96ebb91989788cb2a2c1958ac50969428f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3052cd41965fa5a1152ba0f90e283c655ee8442c77e05041bf8a945a5491544",
          "commitment_y": "0xb3589692d46303f6e7e839be147a78e1a602669bac833fd4618d44c1a35c8017",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1bc094c63c025d16e8b20f183369b33fd3c457d585f7ebcb376f1c27a43f5142",
          "commitment_y": "0xd3628cb57e3593770f35ffdf00e8c9e2736b9f94180315e13934e5974b63442a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x733682dae1b5298204d788e206266f1e7eb1f535b948902d8053115357f5f0c7",
          "commitment_y": "0x1d55cd1a4d74579738a36644d30ff8da63d00949e53ae34252fe4fbf2e0972d3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe4be62cd14392a0b58bb0f992c0f8e3e05f9f31a8e5e90e8f71a8c53c94cff02",
          "commitment_y": "0xcca07271c1466c2696f8146222f2c3df0b1b5fe58a9c8c388f8df7773128e90d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "fb1f081ed4c4be4189880b52bbb5433731df887f36fa50d970b77a777afa11a6",
      "temporal_anchor": {
        "anchor_hash": "4ecd6b8b376cccd7d8985cb543d2e9c21818776cc30ef0186fcf39d55a9f6462",
        "chain_height": 531397,
        "epoch": 1791417707,
        "previous_anchor": "0f90a4088d12954605663d8ad5715210ab9c173b9356e5fc99e3aec0ff757cd9"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.309600+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-b55e69404ebf11b5396292b4",
      "version": "1.0.0",
      "model_id": "Revai/pyannote-wespeaker-voxceleb-resnet34-LM",
      "observation_timestamp": "2026-10-08T00:01:45.929850+00:00",
      "observation_epoch": 1791417705,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdae6d68f4cad4e0990c17924249181166a332793af0e331382d83cd9b55ebd42",
          "commitment_y": "0x94437c60cd303ade8bf89d6933a8b56351efb8a93bb8faef3f925ba1e6602c77",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbdf685db25d38f6afec803d0f836906e3e0c72e5f007de0f039b77f39da8b9aa",
          "commitment_y": "0xd94e263b53f29cc53520465f9f7affd96aa850088963f1678170b02dd9452922",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa115d52ea9a45aa033acf4ecbe615592120a40771595e60a34e7698e867e2979",
          "commitment_y": "0xd341091221fe04cfe36edba2c4e67760c2abd4b8342eaaa75d2decdb69651cb6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x447bcc60458d688512332792cfc07959819639455320f9a0b12154c68bd2c7d1",
          "commitment_y": "0x3c47fd36191c24156b188608a184c21ed83441d5ca9359d3bdf822cf261aef82",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9d0666588619b7d019bb47e1efc6a02e3ff760dd02ed8d286553ca3ff07245a1",
          "commitment_y": "0xb29b7e077a152cfef41cbde57cd6d7bd106fd4ee2a3cb9952909ed5a999761ee",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa113adfd99a6d93dff8a4bea3a85493346f30791340b35bcbabbb56eac9fe1e9",
          "commitment_y": "0x8c57026c5a04edc2a276cdab3d192ad7b7b0e7d7cb8c0b9434d645b309832858",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x2ae090f3cf26503ade358c8e4b8b2d24f2bcc3ccac2116862891d414dbbd8f93",
          "commitment_y": "0x193519d89778881de19dede330c3ec2328c5e7d824fbc35e94c79d83b774e2ef",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x51d05ecb08982eb21677673b209dbaa43377b4e62727a85ff950ab32d8a6bf96",
          "commitment_y": "0x731248022758ad5a99f14c0d1485c8d9b8861bb8c10bbcef37c79f6719085697",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xde7ab71c4fb958b238ecc156f36cfdbd80bac4a3c2cf39ab99abe3e363d8e0d4",
          "commitment_y": "0x47d1d6487c4ba9720124439e43698e6d00e0434a1979e7523a45d5f06ecb8691",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfe0669e0daa7d7cc5013ef59146a906a307082b021466ba2c6bf403ca570c11b",
          "commitment_y": "0x3dbcfe10cee467b177d13312012eb2c21752c00ce80919e9781abdce2df7b7e3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xe3666c388406d1fef934f4aa68ad64e907aec20ba6b0f50982b568cc40fa272f",
          "commitment_y": "0xd6f18d51b65be2c31a953c1713b31a8d2cb5ac063cf98360b15072eee6d9f8b1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd149f9175c8de118cf499636e3b8be094306f1c37147daacbbc5c207f178d930",
          "commitment_y": "0x6ddc107f490c65bfc125a91fc98895bf96f0476961272602428af1777b28bed7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc2cbfe51258c85ed9cdff353e16690f9452a89e650e6a95e01b4637abb935148",
          "commitment_y": "0x256d4b07e1a1ca49188dd43adac35bc7165f7b569d72565749449b456ad9b7fd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x456724e49f2a46e86cc9280794b5205d1f9eb2ac030856982d3e751dc2c425e0",
          "commitment_y": "0x6aa322c8484786bad7439c443864cdd99e1c50e9cc7992bb9039bc6de6922b88",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x860b831a02882c7096757e0d7821bb16472e5a5b9294e3488254c715a59c2151",
          "commitment_y": "0x6126e7bdf588fc892d077466704e29f2e685ba5ee35e71388736f4b021454ecc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x985f05026dd91b97d2651fd2c07f02750af7bf875172143b7c2e8c234a521015",
          "commitment_y": "0xd271c6b3d68ba6dbf15947007e802ef90a285e8aa2e3ebd71438bf0be34003b5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2081e634c325e07b53d3580abbcf4643d7d8ab05b7672a34fb341f313f66e8cd",
          "commitment_y": "0xf77c312a6a216e9c45179a3542bc93b4127a43e373670f18be4edef5de0a2f69",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe3394002aa788fe2e0b381c60123b5c9fc2b449f763e396ae26710d46a032189",
          "commitment_y": "0x6f4ee758cfff17f855a5478777ebc2426c9d76c3c83d3bc11b833f501b46c4f4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb35af7d9e03256f14596475343a7d7672d9512aaa60cedd769f20fdcfb547f3a",
          "commitment_y": "0x5cbeadd4e584127a4094f0c9342906494f87adbc5d441ee9d9cb8f5a82975498",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5abd32cc598b47f6c41e39761abfcf25cf07948c110eea9a7bf0b671b2188520",
          "commitment_y": "0x631fcb5e7bb0efb7b1cd75b5443c4243b2f87ee23b29ea7a42fe70a6854408d6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "f39b776517f86266704859ac32191bf2b09f33661a9543c9ad08b5b1f44f8ccc",
      "temporal_anchor": {
        "anchor_hash": "0f90a4088d12954605663d8ad5715210ab9c173b9356e5fc99e3aec0ff757cd9",
        "chain_height": 531396,
        "epoch": 1791417705,
        "previous_anchor": "2c3d486ccfb400fe661be090f25a6065d86a1d3e5c266fbde714c62173ee9913"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:04.492682+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-9d5ee408355f9064f74ea32d",
      "version": "1.0.0",
      "model_id": "docling-project/docling-layout-heron",
      "observation_timestamp": "2026-10-08T00:01:44.212307+00:00",
      "observation_epoch": 1791417704,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4d90c960062c5d00f8f38e9b68c22dc17898d2136f1682551b33ef15020f426e",
          "commitment_y": "0xa96202704b134647e470bcd686a0df572d60c84b5681d4cec7cee4a27f7c19fa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd53127ae687933e1cf2357522097ba1d17baf9b4f2223d09904f81d5aa7ca348",
          "commitment_y": "0x6b61e0202cde0c2ffe40e413d55e8693665f3608b803f315ce58cb78fd3632ae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcecbbdeff9a8c8ff6031888984720eaeec9ec46e6873b3b8c9a74ef74f0a8761",
          "commitment_y": "0xe6f19dc3a23a96d5d8f4b78e495da5ce4f241fc6b865c7f561dea406affcde08",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x34d4a4592bec84db0a30550a6d0567303d27fac33d35049b6fe44f1f0e036e9e",
          "commitment_y": "0x3a1216d90fd189cae164f12306333ebacf3c9ef093a9d742f1bd8212687059e2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7ebb89cabd2695cd0ecdaff854a83ef7c6401b7a0e5ec7eb0afe17b5e5b5697a",
          "commitment_y": "0x2120c2d002e7798d3fda28df8c1cdf115ac7d395e505d8869272b6da6bc3bf77",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x1abf41c94fa9b0cb57c89f1f6d5be6e1a61b96457eba4c8d83739e5cc699ea14",
          "commitment_y": "0x3da70148e42fe7d2bd312268e6f494ca55d06b5d52c8c42dd0811e936fafb233",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x4b59b73877fa12b7c8a2dae99d05e56b219d3789bb4128433f5c995e77f4a604",
          "commitment_y": "0x72d2e0a5f74b94a8ca4a647323deb094f2219fba93a5153fb0da7777e0e259cd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x36121e04efeb1133fbe5d579f44192e44083295828be530dda367c17b1d67114",
          "commitment_y": "0xe3cab9ef4546f31d9afbd917f2abdd8a5e1a9e18116252d220298f5119a6f54e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xce5760cb39830e638283fc6c5388bdcfe76171c1a5787d1a58fc9c05dbdff825",
          "commitment_y": "0x4d25222eb3acb563b39acc7ac7346f03b6dcbfa9885fb5b28c8e5955e1d4779",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcf07cc7bef2efcbbd00bf112d7b138049bf5651500c2e0deca8c8b5b42cff96c",
          "commitment_y": "0xd4dc48bce3ed602ebe18e37e3c309dfc2d55b53da87f66bf9de5771c319ccc6b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xf0f5062d4ffbfcdfb3f34181e47af1cd65c0c43aaae6a43a0a7d5c3693faa098",
          "commitment_y": "0xe4ba15592a76326b714369b88885c42e204a12826c8e9493dc839fa94597b004",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2d5ea68414d93b1c4b5d730d0915961b01d3a25bb74bb2371954a71677b2f50c",
          "commitment_y": "0x17a1b3da5b33b0a1f1d5a17454c243d379d8d65a7996db739356c03ef9719cfc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1ffcb10877ba0ffe2335e2281a969ec06572ef00857a8554529d71f70856f5e6",
          "commitment_y": "0x2a03e47e38ee4d6398b519763f67d77a5c4b0655763b5ee5578649327d8a86e2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x47a0de0f370535b7272643e614e18ec582cbc23c408e365949b6d9e0091d1064",
          "commitment_y": "0xdbea1c86c1ccb7c859b202e6474f2417491216a74c9f137bf7ce5dc04d81c658",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xacaed7f7469df198310a3493f8a79d3df791030e2e30284dbf388b1142ed0624",
          "commitment_y": "0x7374edbf6409381affca7c639ed3dd9f531c44bce46dde62f17eb41a295ad825",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xfc2b003061431f0aa7075d1288472d1161489a59219d73c11da508474fed26d6",
          "commitment_y": "0xf038f5639f58660aed2e18a97af4045235de9ae8b3e88dd1a79ddf273b159af8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc80cf05a99df5aa236ed098e9b1394184be8d85980a1de56702b6f8db3021c75",
          "commitment_y": "0x5128fa5ab256ac79eb788056825f9b8795b0736d1485ad495f5b633dda56023d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x98d6a7715e2dc62a8c352a40dd2374cb4c7cb61590f05e7983f34920d2b6a051",
          "commitment_y": "0x85f681301736b6051f6554f8cd31d18ec43aae5fee95bf57272a98e30d35d76a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x19dae060304c6aa4db6cefcfea37002534d556a083384548009f8419f7d33b65",
          "commitment_y": "0x59c85cecaf037f646e673946fdac87064b27e07a184d495a331268f3ffc19349",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcb0f2f06824ce962e5ae80005659c5ee696f28086a07d95eafea738c21ff3abb",
          "commitment_y": "0x5c6906b4eb0fe36b5075f330de21eebbfc1e7980251964ff11d06442d7cf2a25",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "f24a0f9967b531a6e39405e173c562426d8daeb95ba197eb7288fc060a44b215",
      "temporal_anchor": {
        "anchor_hash": "2c3d486ccfb400fe661be090f25a6065d86a1d3e5c266fbde714c62173ee9913",
        "chain_height": 531395,
        "epoch": 1791417704,
        "previous_anchor": "91f4008d8e2d3bc10bbb6fefc8eeccbff361ddd67d1fa3bd6ce19526eb9b6b09"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:06.995439+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-6d64b2521e229f2c684f48c8",
      "version": "1.0.0",
      "model_id": "vpraise00/groot-robocasa-panda_omron-TurnOffSinkFaucet-30demos-1750",
      "observation_timestamp": "2026-10-08T00:01:42.655294+00:00",
      "observation_epoch": 1791417702,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x14ca86a7e38d9c501e090bc8ad16b84a7a05e536707e49870d3187113c690137",
          "commitment_y": "0x2651f11678f014469e7eef8a77489c19743fb9d089d6c5d29ab404ee492959bd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe3e8b637f0b1601543ee57fda42f730c913d0e112df6893cd8d22b98d5aac8c4",
          "commitment_y": "0x5257c00b9b1140051b6fa6fe8190551a44fb2d212a12e6de709a0f044dff88f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe6e9dfc140596b1890e562d20e33cf8369175134b9210f922cc56c8b84e8d045",
          "commitment_y": "0x6bd49b8d4990b585b78fa3e9fec569bcd7063c7aed711f6757e38d35521be968",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x192e436b13782034d83f39bf0d5729a0a99261a5c79d7440d73107840d3a82f3",
          "commitment_y": "0x464671098f29b20ef44a74347174cb4d5dab9e2a417e131930639a3f763d255",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xab57189f1d74cca92e8923ad26fff834e17a00b88ca225d69a105337452733cc",
          "commitment_y": "0x3b77aef867c66806d96990f347b73b02986e51658fac3b6c2a19be9a791d20c9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb10af06ea355bf018e1e27a1482bda3429b46d6b24e54eb64d653a2cd5a3a8c2",
          "commitment_y": "0xdca181d83e78782fa145ecfc5721a3d4bed4eee46646c05b5c5c77fb48d21994",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xc7e31ee152f300cb53f10fd0c162eb9baa3b3ec749e313e6e4b2f3d130801526",
          "commitment_y": "0x18b42822902445b47feef6e78ebf6a333c3cbb84cbbc2c44bd28ab9e246593cb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x781a6bd51bf76b63052ed64b705e99c28fbc10f10a1a7e350e8e14a39a088c75",
          "commitment_y": "0xa7f55d07ff6aa70d4aa07149e1f6a9c83ce8e1b4d93c33c556cd2240d2b19a5f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe71c3835c25f5bbd75696b30a03f084f204789235231f42bcc01008f3ed09a33",
          "commitment_y": "0x422a74b3431442651b236203d10c2c487881bf6504ced3395ad25696a6489873",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6735e4ce9cbfe5bc0d0f1140959647114913a3761b8dd00c1e9cd19a032195bb",
          "commitment_y": "0x30b9ea74d960d1a78f9df4652677f97fb308f7f6bddfa4827868cfdba0829d06",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x190b290962649741ebb5e4e713c936ed7b97654d04521d9889241a7a063c8196",
          "commitment_y": "0xcf91bf8cb402c96ba2403f0377e9fa4ec31cfcdb24076914a801ec9c95d335f2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa16d37e24752272fd01af42b09327cc68d0b24df0addc9cdd0f5b7f78e1d036b",
          "commitment_y": "0x6b525ac81eb10265304476f1603100dda441dfe3479021b7a61e90801ec0a1df",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xee54e4194fb06675cebe6831db9d5d12854a49b77497ee88095d5f98ea87d8f1",
          "commitment_y": "0xdecc7d7b9395df26d7e6a8925509a1302966d66aa25cd8248ce72a8de1d7b88b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x94cccebbdde62b164806b32a5826a60f888400fd7d3501e0f938c6c683f4cbd",
          "commitment_y": "0x91223c352b48fe86cf7485e3da6fe2c8fdcc9d972e4bcbb765720ba3d02c73fa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8ebd6466a80d5b491c5d085a76b2ce4f6964a82dac8983468bdf02dcf283fbe",
          "commitment_y": "0x7ed836bf296431a0c4b6740822d34bd9722c0a199cfac105f2a096f2c52175e5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5b1bf835179818514af33168137143013960fd1328b96af99b4cde620a6b2061",
          "commitment_y": "0xeff6d23fd48d5b6a9879c76f69732e5beeec6ec1869cd4693d866c072cc1471a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x51e3cc7ff91562090679b3daf134767331d46a74704773c9ba2eeb7ea3354434",
          "commitment_y": "0x56345630be59d422114b86369e2c41de784ecae59bacad2038aa9f940e2dd387",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf8b7f6c99d5a5b062e7902fe81482cc45b4d0baa5cac5dfe219de916dbb2dc52",
          "commitment_y": "0xab2090a7fb9fea460219b5e46df83f28fe523e66ec4b57aa858a4d92289e4ce9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4e904cce00b60aba2774dbf2ada4ddf0fb2dd4b4a26a31c1cc7ea1b91f829fe6",
          "commitment_y": "0x14d50964253881e503499c17b240cb5eb0465790f57f9ae8a762ce4c387405",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7d8d23fcb46d0edbfee7f431293b240474919bbdf465959b6ea389791fa03b67",
          "commitment_y": "0x801e290fd104f5a56c7af72b36b73c9d8219ccaa51af3707d47b21fbbfa05674",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 19,
      "present_count": 1,
      "highest_severity": "CRITICAL",
      "merkle_root": "0df8cdd55002422ff1dd3d57ca242ee5d8726cd2c8dd370a40f539ebc432289e",
      "temporal_anchor": {
        "anchor_hash": "91f4008d8e2d3bc10bbb6fefc8eeccbff361ddd67d1fa3bd6ce19526eb9b6b09",
        "chain_height": 531394,
        "epoch": 1791417702,
        "previous_anchor": "da21d5949e33add7d728738735f00c7fb164cd00f8b9c46f046ee735990dc18b"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 19,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:12.193108+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-d099b09da8049912a4f2f49c",
      "version": "1.0.0",
      "model_id": "bigcode/astraios-7b-ia3",
      "observation_timestamp": "2026-10-08T00:01:40.743404+00:00",
      "observation_epoch": 1791417700,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1a76053017e16845944194807c55b2f49b4fbaaeaf5ff09d76c6805731b86547",
          "commitment_y": "0x61cad20d56d47a7c4f515864a927b97a356d8972064de1da76188c7495c546db",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4c8429db2378951047130748a7fd1f5da973415a5f72a318008c68ea56ac271f",
          "commitment_y": "0x77f8b5a00c65119151e2e9fb60a57a909e38c038c763a1f70b4e918307b4a150",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xeee44a4e4c1f10eca4f2da0d99e0d3fd26b51e34df8027ea9c43c38e20110cd6",
          "commitment_y": "0xac8b8fed737cea5d5595262cb0e9cf753947874e3680aaabe52b16a729ec6328",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x37ea731353f94e1ea0b0c06c49a2d85a091b75552dd6f9f7a570e3a4d64974e8",
          "commitment_y": "0x66ee9df87470ff8108817d4d1cba41480499b681fbeb253f824b0d4481aaa200",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2344c0b056adda4cbb1cceaa391e3d208cf940d3d628579d6d68dcec99839ce4",
          "commitment_y": "0x41f32356f7a68777d3be7dbd85b9ed53fc0d8fdb3c2db4e3eb407c0159de258b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2271362bf35084893cb6e4dcbde44552cb546b7c849fa226e96356e88c5f3006",
          "commitment_y": "0x2a4fb839553f88a5e4c583fc884c9bc9634c686dd95613d6c0a9fd220c957a83",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x8547cfb4944529ea28dfe652121c06a20af0ecc9da7184759e96c47db6a7a5d5",
          "commitment_y": "0x1188a630d24723c6d67c1a36b47c42a7cbb8ead78b61774ac081b8997bb23aef",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2cc7107389f7674a990082d2e7694a67186632b443fb84725a06da5f35c44d22",
          "commitment_y": "0xc19f1fb3e413fc90ed23ea06243a292c607522897350ec6c66b9c9c5f15c0090",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x9b750894001b148bf102c4d64612286e002cf91e3b67d1bdee762d51a25146b3",
          "commitment_y": "0x8702818097dc087eac6bf52017a259b9db335aa51bfba60c07eb3f6abe45d10d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x255a37f19ebcfd26a98b6d2d4b9312a2e26cc1102dfc2c4f8a56e0f66b9b47ad",
          "commitment_y": "0xe3d32b708b0259b4f6e7efcf23b23092e7c70d7eb9100e231a8237d58e5a9272",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x6c1d6608abc639ca7251891d65c51ceac18c0db4b2538627804aa1d445abb33e",
          "commitment_y": "0xe7dfbcc2682fa17ad9282633c1a8f726bccfd81cab59b357a5474d7d22b04e3e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x41937adc39a489ec37541f294165ec0c318a5d8b8d6bf6bf12041328e0db7d7",
          "commitment_y": "0xb6ccde2cda368ca9e927acd524298460d2b7e2771ea49c05b04c7d71f2de5148",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2219b1b448510b4ee45ae247b43e8ce788898422c946f3c19e757b6549f182e0",
          "commitment_y": "0x3251c66ca9b5507e7391afafe2f01fa9a02b42c1bea6623df2edaf55a43bea18",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8049082abecd8a6d2757c22bfcff2b389657bc8c9bfb019283f812d0c3ddd0a0",
          "commitment_y": "0x385a2692e9d67a51e8c6c371439982221c3ad24a9a890b7e1d739d76e9eb2875",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x25bacc3e6266b830c76285bcea2fefc4d5e1e9c8aa51d66c2d50743bdeee5006",
          "commitment_y": "0xca21c8eb6950fa8f602a61dbbc70dfdc966574e868378892bf06b611400d98ad",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xbffc8ee9322421ffefab9ee9bac686376dbbba86a59a65d43cf0dfa059c690f5",
          "commitment_y": "0xb27616a7a05b8abeee9bea33e28966b6c302eb043670b7f0adbe9d45f156ebe3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x753fd4fb6d13574f218f9b3d8e3ad0c51f405eaa7cec9cdcd14dcc58fc691bf0",
          "commitment_y": "0x6067f954f02ea3fc00bf5140e97a77a1f722cc4bafd1f07d659aba401c80785f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xd0386aea06efdab3339f8b5525446a25b08fcee29e6a125dd34abf37886d7ae0",
          "commitment_y": "0x20dfba9f49f21ff0756aaf766b3fe57274e85b0b6484d828fb397c8f1902a89b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xfc54107f32d2952c76cf2825234e9fffc5acfeef569bab2e8e4debccc1420983",
          "commitment_y": "0x610d199722d03d4400212e4eb528752973bad656864a1e8caed3ee376bae9e14",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3a74f94873a89499f0336ab84e7fa52eb380350b227791bea047dc9fafbb0422",
          "commitment_y": "0x68f8a15a589f7961d7933348918b3d922004d4b1893ffe1c7caff6f4bc0cb784",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "33bd51bea2229aed19881547e7e22e58e550e88824e477489f858e3166849cc4",
      "temporal_anchor": {
        "anchor_hash": "da21d5949e33add7d728738735f00c7fb164cd00f8b9c46f046ee735990dc18b",
        "chain_height": 531393,
        "epoch": 1791417700,
        "previous_anchor": "b5e8f9a37ae5081c390b6474b8ce7290f0406df45e3d4629f6f77130e60e914a"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:06.084775+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-d79cc84de18246a8c7425853",
      "version": "1.0.0",
      "model_id": "mrm8488/bert-small2bert-small-finetuned-cnn_daily_mail-summarization",
      "observation_timestamp": "2026-10-08T00:01:39.249647+00:00",
      "observation_epoch": 1791417699,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1ad4c82967d4eb9c89e3b11e2133fb67076183ec1ddc0046e424b74320beb820",
          "commitment_y": "0x8729aca20dee755fc93a6fc585abb106010288144a92f1341cc9aed0d629eda6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x96847e5456bfaab729505f23e65da911de79b0ddd6987ca388ec1dc1f4239712",
          "commitment_y": "0x967a0c75650aff4b70a5334e665da32468cd23c5c8355529bbbac31d618d8db",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xebfa62cc5c6c8376a030504b728306c54598d5e5e259fabf39982a078a55e0d6",
          "commitment_y": "0xf8f74bb29860b85c11f67779340e33d453e8ad85cec4afc75743fa669048cc03",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x104e9c1bad11aae95396c8c8d1d06e675200ea2d159587f6214bb3d7fcb6761c",
          "commitment_y": "0xb0392a9784b2052041f6ef4e89146704cddc95032830206f6fbacb310e11b17d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xca972746a78544acd76b40b50afd471322fade37bf9f9a013b8da38db9f38f16",
          "commitment_y": "0xfad06261c4e7567f36babee390542c9537ab49f0525ae03aef5a3a5ed50a3df9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4ea596232d5f4580c784524ae9aedd608c5343e483a65087dfcdabbc3372e0ad",
          "commitment_y": "0x239f8f8472cf9f452b63cf0c5b84fdb4ba5dab0786224eda00ac44d520127f34",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xecf330fdae5faab76edf50f7768bfed1538e37e4c595cb777c3e33e66f120a9e",
          "commitment_y": "0x9dc59a5327ae7f2dc5e21e521acf2610a5144a6b44b7d87d203e83c10195ec2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd8aa54e7293c8fe1fc642cef0bf8e86842c5181598a061178954da1e84afcdf4",
          "commitment_y": "0x37a4096f5ca94d6db7ec1a3a3648bfaee63f6539f49d52089be5dabacf4b72c9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe8733c9baaf61a8e4e28f2b418ed294b1b9f6907da8984de6d34ca5a49d85b60",
          "commitment_y": "0x9cd8e8a9d448f8d7b3e6deb49e2bc848e6db4a02d685a9f4026573683a0071cb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfc34ab4724b28a7743f1d90eea639b4e4aeeb1fe0fbb18258e382abaa81f3f1e",
          "commitment_y": "0x78396f724a8f6e77c47a2f982eb371b849ad738e3c08501558f735c8a8acef6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x7d7ddaabf078406515d330b345c0eadb8692d3edec9a566168459005b5b5645c",
          "commitment_y": "0x7e6f0fa4dd6bb9b9d6001d3a0981e94399a7ddfc09e7fd36c4840ab86d4c85b8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xceaec10114a63b5f0842bf24ef37a6ed5c0998f1ee60d28f6396d9869d4f98f8",
          "commitment_y": "0x3af0062bc99be9cdff50985a6a187831a5a014ecf1fa21a1e38abb330ff58293",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf92c294c0b66c0e8425fc47ab6237242aa871136a2338d2fddea995b30dc1b0d",
          "commitment_y": "0xeb1322d69282b3dd0839010ae3c58b5fb52ef0db99418a17d334eb903c712516",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x668dc95c765a1c99fc1982c84681f28da3b5a71ff754d3c3f4370f5348976abd",
          "commitment_y": "0x3c6a8a9cc810614236522d71e9312cd9274da406ca64c6f15934ee2e275a7cd8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x97484f7ba1420fe5a867663339e2ea7f7b9168feef41383710770680e9a24e03",
          "commitment_y": "0xf77b38464eaba2c40b474934d07d9e0afec8cfd75e3e8359dc0686cd78a6c9dc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x62d4ebb48dea23f49ba48a396b77d02d2b808152f884d931a8880b82998d38a7",
          "commitment_y": "0xb1ad1116804a97f0b2044846336c5ef9611c791ee54c61401a8744adf86ee548",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3691d556943b32bbec57a9bcd056c5091b3bda7e8d05881888a5c7fbf47349f9",
          "commitment_y": "0x805d34ea3a5928c9bf43a60f790b8eaefbba3daae4fb9a2f1700657bf3e0bf14",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc950e06764fb3a258bb3e1f2c2f479f6fa438f22b984c74bef75b508662faaf4",
          "commitment_y": "0xbd244fbfa56da4097d366329263f46d44af86e3ddd9b1e90008f9d5f075bdd5f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x21fae13875a96a3f477f5925022b5d2136a0390513f9d70258860faaffe6168a",
          "commitment_y": "0x6c58d73e22ed9a34647f8238f73093bb8b7776f07cb69cb7c9dd45986559c86c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x65d7a3b30d075bf9655e87d792723fd135e897ec511b18c1b4f66c1e23f857d6",
          "commitment_y": "0x107776e22683ecd747d82a642275a81e9a6878d0e338e54c33963eb724ec0cba",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "67c78964ed1807deb5673b57118a45b2b374e5f93f3559a42a9fa4f6fd980343",
      "temporal_anchor": {
        "anchor_hash": "b5e8f9a37ae5081c390b6474b8ce7290f0406df45e3d4629f6f77130e60e914a",
        "chain_height": 531392,
        "epoch": 1791417699,
        "previous_anchor": "9b3558c8c6aae1c565b77a7d0858259dc6eea476da29095142308c84166ed3e8"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.884902+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-3ffcb8634164d43f8bcde848",
      "version": "1.0.0",
      "model_id": "Nomedamai/custom_QA",
      "observation_timestamp": "2026-10-08T00:01:37.681462+00:00",
      "observation_epoch": 1791417697,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3830919e87e03cd51b008c84cd916b03ba7f5adae227127a849f157e249e0460",
          "commitment_y": "0x7c89edbcc971a1490af2aac09a0e7b750118f9986b05c41ed8f5ab2908729d55",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf756a027aa9c4a4d5c3d04874f5668345a8fe3bb4ccb979dc50a2a6731590726",
          "commitment_y": "0x7fc27dd72949f490744a09ac3e9e7bf74f47604d73e1811664334ef47a8ae17a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5da7984118944d76249905e7b4ef748d5680abd894599cd4418eb34a1474ad64",
          "commitment_y": "0xb681e5311015ecbc1cd1ae0e28967d243d02ea1e835defe88253e6e36348707",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcaaaa80f9fed6764ebbe97bbfe272ed6b14f706eb92b5d5f1d908d30f30e3919",
          "commitment_y": "0xa2866f12ec906362e0c49548aefc8961a65c13e3cdb3e32edae456d672354668",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x878c0a28c4ed6119c68a2521626a3e8c84d4beb8b3429bf07a87fdc0eae0edb3",
          "commitment_y": "0x664051d4881ad046a6f85e5e7932a10e7f85f219b2cc9dd9abe7010c0937150d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x85117b71037a08ccb7019337e3a7b7bf8619a9be4036b8e9dd00376e967cfa9f",
          "commitment_y": "0xa839e0102207f3ee44e0a5f8b711d75053351d85051fb55a5ef6fde146e7fd3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xa0226cd120f16350c4b8bf3182bb8d5bde8e4142068212d69a204d4accaa0699",
          "commitment_y": "0x1bda09bd3b4afcec4e681880943c84f890cc420f4b4e18ad00d41197cd19eac",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3ac1693886bbd22f67b82463242807ddd9dfeedc4a147b0d7fc20b112af0900b",
          "commitment_y": "0x97a0f223dd677a20530504661c791acb2d9aad9611c6bf085d94be05cf3d73cf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd7273c8d7b40ebbc1ac30cea76506358c2ff3bb6e5293ee7ec96b8655a3012ae",
          "commitment_y": "0xc6f7e3cc835093875353172792be735234eeae5c9093b2ba35d71f984159e85f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5bbd7c2018eb5145bc9a8764347c8b19cc1cfa87f2cd852da7a09ed316a18444",
          "commitment_y": "0x5edc3f502fdeb4002f37a7eb2c958e17a0410d333f1a5800ab37a6ef893d5308",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x472ffb7a110a4ff531014bb6ec8fb9edf0f2a29e72a185a19f927111a7ee5247",
          "commitment_y": "0x8fc7b55faf23801b04b77da3bfec1d750b72674bc83d226dedd1af1fad9292ba",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1f5e8f56e3d8fadff13def0b79fc2ae8ba1b972fef6d98f63b2d4b16d382a0a3",
          "commitment_y": "0xb81ab11e87317739ee940db355ef93e9e00fbaff4639f9092436d24c6649b0d8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x99e83e2544ce44ad2d06a69265aa60f2d59034f5b81c5b832dd94e72e317b900",
          "commitment_y": "0xee145518698c608bcd96e3f215e04dbc3441629affe3b0b7ee0879d7c3e145c5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x68f5706dc4a00a953c9ee432ac7309f90350f5848be6834338a3ff0c2da1adf7",
          "commitment_y": "0x752099939b05eca3d4c6be28552453e5c84e84571ef504cb415b6761714dc275",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbcac54de3b9982715c61d2b9a368c7b0a93e9ec10c6f3e49c28ca460d5a0e294",
          "commitment_y": "0x26d890d4723f8aa44b11353c331037138f571ace599c1e1d2906052a696a9f15",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x26ae3d531c27abaab4d2b0ad11fd05c95676cf5383170728551d2015384b12f7",
          "commitment_y": "0xe9242f5a421981038293dc374b8e0cbbd84f481309e9bfc8b72ae1cfce872221",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7ab1866b27174858fb40cb24108eacdf257fe4be06ba9bdadc2d810d41bab1a1",
          "commitment_y": "0xb3b088117889c4e39e994906e16d5e5a8d0068297086cb4f31a0f02cd7cac2a8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7b1efbe5143486b934d9ffd8507f04f323feffe2bade4dd6d8b003a463b1b223",
          "commitment_y": "0x9737228bbd0bcc5e9ddabc35b569fccace7fa199adfc69771c3814312b7c52b4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xdd61b73593d40db730a633ae7cc9959299b012bcb24dfca9205e82eb383fb50c",
          "commitment_y": "0xb90fb1743fd45e6d15fce2bbf5cd5c4e5d8e9b61cf1b977d2d219b0146f05535",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xff56d69283627a1ef0d2d46ba2a44a925fa9c8eea2f7937a242e95f9aeb119cd",
          "commitment_y": "0x6bfecf905fb6adde40ada529022421a180b608d818e32b23341458350e89fd09",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "2c62f9f1ba6da717a3b117dae8fbe2555e25d7fc715fe96813a567dca5af21e0",
      "temporal_anchor": {
        "anchor_hash": "9b3558c8c6aae1c565b77a7d0858259dc6eea476da29095142308c84166ed3e8",
        "chain_height": 531391,
        "epoch": 1791417697,
        "previous_anchor": "70658857e794ca2f661a9e944ee43943b5e1cef85c9f2802841d9dc22901e45e"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:03.610604+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-3df2149cf85d00a2896b1fa9",
      "version": "1.0.0",
      "model_id": "faisalq/bert-base-arapoembert",
      "observation_timestamp": "2026-10-08T00:01:36.136530+00:00",
      "observation_epoch": 1791417696,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x23eb2de105274ee20c78c6a785a77aa47f435aad83514c56d0e16ffbefac288a",
          "commitment_y": "0x1273b7bb488e5d6daa70910120b1b4d732d11d5631df63b6ddc3283299620486",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x30b572734b2276c0ad822d825718538d473a6b1a0474d64e3754b7ef42d6f55d",
          "commitment_y": "0xc964eb65ad4f9b729ab07cf85b63322281bab100879d945430993e4fa0c32a87",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xace62080c6874103b150d8ff54d7e4b139c52a4a495a7df18c7483e73ce9e39b",
          "commitment_y": "0x7e3473142b45965886db41efe9059aa8f79a2d651f5037d639f78c153025089f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9a56017a0d8ac7cf8258a67f3cf2ce2378ccd15e8dda30d1dbcd5e3409c9ca02",
          "commitment_y": "0x5b1b81263f090e38b3f4841356e1dc8f54bbb91c79dac29403a8ebac3b6a39da",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf432ffb96f990d7a0c91875705d376eb7802ec60ea032cc8101661a976350458",
          "commitment_y": "0xcdf9db435677b0a8dab23012155795dc37c4958d505ccb6dc4d9c810428a3e86",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xdf4d0c81db71407e4026a464228e2da9345a34905fe94315af5f77994ff8be6f",
          "commitment_y": "0x36027de763b7e36176e670da7b18065f4420f89f375dc8113693da499b288f3f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xae336763307b539ac8b3592518b6d778092a19826e4fbf51e374949608a7f931",
          "commitment_y": "0xc6ae7c88ff8492382784cf045f69070acd181cdc0b4228c087985cd93094780b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe5735fcca7b16007b8b27d5d1736501b0779f264a1f6071cc891f97ca325fadd",
          "commitment_y": "0xebe139fc7f4a06c98dd68c906c6c3c74468853c983d64c5cac500281f0004dc1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xbbebd095c170dbc77103ae640ab7f6ced274c058caf7791f5ab5fe3efc613688",
          "commitment_y": "0xda014688291616b293e61833afedd3ed15cd451fcfea202c172a8e43ac726822",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe95ef6b3bf6334ab265391c8bbb42c86e40aa3265658d91cfbc4889ec693547",
          "commitment_y": "0x1996218f88c1022a3c71c7e5c8190c9d7be630de83fa565d56d9c158954bae1c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x59e81f102ee592fdf3e9c0d7f3941c4a8956e9c021a141dee90db8e9fd0f545f",
          "commitment_y": "0xb34aeca2440949e140b09b1819291fdad79103ad5a6af8d56ff15df9b0863d34",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x22faa03efe0731305cb31f9d7c1db147fdad1b41047987cb2018f96003be51f4",
          "commitment_y": "0xa44d0242a08db2c6213adc61b6b4ce1aec885e27d6efc5e39383b0a72d628bfe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa430559f57e35abc92de08721d728271f29ef019dd771d029854905d5b2d5517",
          "commitment_y": "0x8a40c1c2df56502f92cbceea5b053c272afc0b9f87f0a4976416f293632340e3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1c7d1dcc8f888f39a37546f57fe93215abd3a28bd4453fc82394648410202568",
          "commitment_y": "0xc18f069ae15a5827b356e82ad01926c597357788812f349d1cc96911685818cd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4f73d4d5b69468dd0236303bdcd0b158feb4f3ce48bc87d0e7184a3dcbb5a084",
          "commitment_y": "0x3a8e882df0e2d4c8bcce7664adeed1c4752c25eb87d968501abf070c24af8c2f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x96ab7fcf0cdb7823fd9d0c03300193ce474677a252e9a34596cf0296555aabaa",
          "commitment_y": "0xf7111dd55ad239307431b9a3ef7fac25e11cc7d4341dd26ab4595162a4257be6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7cba7c280da3646b138353ad4ed0ff8c12b3acdfc08f2892529be1d036521add",
          "commitment_y": "0x3a7b16a0a84da8dc73235f7fce241edbe889859dfd9936dc69d5ab58dcf52d8c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x10e33fc3aa7538d21d808d5a32e81e2ceb72efc79061575932e17632436b0c87",
          "commitment_y": "0xe021dcc212a1fc870a630d7ea97ef6483c7d40855bbc7958ba25cc266eee03db",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf592a43f8e91466f818d359e6f9830c0ead89890559ed181727d6e39e4713e3e",
          "commitment_y": "0xfd249872ec87bc111a88ecce182fde44eea87a8b774383593747dad1e5849d56",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4b0566eb4eb32b54bffbeb68e45c7a5990b0fb08f2f4cf733397c83e6a798c9c",
          "commitment_y": "0x71b293e87c50d0cfe740a294d5832fdad5f931e692470f0e4a6da2453fc07927",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "3a06686e44832f045a51e2dfdcb4aff84b43b77d7026f2d0fecbed968f8ee7cf",
      "temporal_anchor": {
        "anchor_hash": "70658857e794ca2f661a9e944ee43943b5e1cef85c9f2802841d9dc22901e45e",
        "chain_height": 531390,
        "epoch": 1791417696,
        "previous_anchor": "aa8a3fd82645040a470570e065104cb636ed0ed4313829b53e16c3650b9ba8cf"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.460055+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-f5f72e047f9d2ed6905d7bb9",
      "version": "1.0.0",
      "model_id": "huyvux3005/manga109-segmentation-bubble",
      "observation_timestamp": "2026-10-08T00:01:34.579642+00:00",
      "observation_epoch": 1791417694,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd8adf352f34b3504405fac14eac931a023b81eb876c9acb357a0fae96862e221",
          "commitment_y": "0xa18cf0e198a08f39651e1d0d24448c4c4f01a224d550458a21a3f7c6655c0430",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x498f50c7669a05dd0108dea7e5bfc94b4ca342f7aaec3fe9d5f083311be53156",
          "commitment_y": "0x6c4763676dbd8f2d8a17820e56afc7558532f31e212b6cefa4d4fee1db7cee12",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1a79990564106869cf4efce7d7b0e95c5cb4979b25f4451e323770f4d545e79c",
          "commitment_y": "0xb670318f1bd63101c733d6cbc8805e38e3ab21c18c88c14561848f69339ce5e9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8d93580ce2d23b96cb080a0ecea4d596e00e25b6ffac7b9f4094b74e1e2849d4",
          "commitment_y": "0x38a8aef5eb9adf5191cdfd10e442091062da95e60539e8f1ece44f1e9d242add",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa37b32bf676ee1d2a8571dff440a85e5102aae3e0696488a283410a46d22492d",
          "commitment_y": "0xecc9e4de5e4c3d3201f145ea53b197bf81f4bd053c218662e3cab3822b4d9ddb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe097e78fc5842a9e8e883c6be100812efc0c3203587028ce9babadddb69bb09f",
          "commitment_y": "0x1e89f904d6a792d2f58722d3775b762ad4a1fcaa35baa6179141ff6b5969f25",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x646c650e70100136ecef9a35e8c18c07c0a99ab5799a5e845691b0dff11efb6d",
          "commitment_y": "0xa4f8728cc664e11ce9a3c787bb7a55473dbd5f7320419615b94ecfea378a7afc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdce4d3ca93aaf220b3c540f0f0fc89b1fe3028ae4e70fb400b93e519e1f4ab0b",
          "commitment_y": "0x70468c825e56d4e542e2e17e8dc0bbb8ff2981778b94295d2b8fb4be7c76cc04",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x3508aee62f872f2db9b8516ab6bdffe6b46b26e49b310f374fa726cea20318f6",
          "commitment_y": "0x9ce3ea9a9cd0ae7fcd2216a818dfc02cc35e4b00031914b2efed7a964dc9b525",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2b7365f7554a792da1616b78ad814655b27ba639777c22338198860de2b80fea",
          "commitment_y": "0xb22082426f59965fbe638ad3c592b79297a16ad7e66b9f562fed75a2ed28a8c0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x796d8952596842e39f7ced514f3013d174ff34404f4149fa670efe9d615fdbd5",
          "commitment_y": "0x7b9df6df6c06370d3d1de2d2f50accadb6aa86ffb38a5035e088a21913de76ed",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6ad16103cf52ac7e8736ec9efb091a89e4940700446c65d13571ddc51877452d",
          "commitment_y": "0x2d02f7a007ce31a3e172140f2d0d3cc938e86dea2ffa9b2998c84f91a07a657a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x77cbbf345c1a87b350545fcd0f728ac64e604e2ee845249da33f7107ceb25482",
          "commitment_y": "0x1b43ef969a9c37d9f40d8ef906a2876d1ec329546412713ede92251e2c1a913d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x63debd41a947ee859f82d1e4eb2ac45fe459d5355d9319401c9626ce60a991a6",
          "commitment_y": "0x7f7d9c74ea713b1596ca16425f5fa775630ccca0ba30dcb3c995e82ea74f4aa7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xb996802eb51980d0c4a560d97cca9f9feab1fb993b91660891e19c9e5c0975ae",
          "commitment_y": "0xcc5e6895b7dbb01c487962fd131d2e35e7c2dda792e55302dc2aa16886120c0d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xce5f75921e294e674fee2f4db9a5e17e900e5ea5d773402ea18b7ada7460d6bd",
          "commitment_y": "0xd30937d9632654c2138429c0192c8c2e14a2a58db04315175d7a60bbef18e7d1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfb9d540b85d1d8e0e579318764515a997f132c0f9f688dea85d25cacfb233aaa",
          "commitment_y": "0x6d6fd6280a9b96b4ac9c2952b443dbb572870e1638e8a8df77fe2975c2c77256",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x965a24a6302ced76abc2bd9f76438e0a227e5eb970ce242c6fe55bff1ce630c2",
          "commitment_y": "0xa21608ff8b2a05093329dbfa80b281f2b14b5ef350adb5773df7b501d7253a51",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe757dd100f48914ed5190539efae2157fbbd0132605f08ead41f6909336bfeaa",
          "commitment_y": "0xf87f2f9d85f09ac44bd4d1e95d21d7941cf03f1ce7ba1886e192ff1aedcc6007",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x64a0cdd4960dc005a81ae57e8b1ec5497ff36192c116fd6330201a566c6a5aaa",
          "commitment_y": "0x4f3f037bcb68ae9359d0f70b897d6a943f22c6fddd71aa39b4063b1486e991c9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 13,
      "present_count": 7,
      "highest_severity": "CRITICAL",
      "merkle_root": "feff831a1d4003d369100fddbd5c809137862e36c48964f07c7fd1b0d5101ef3",
      "temporal_anchor": {
        "anchor_hash": "aa8a3fd82645040a470570e065104cb636ed0ed4313829b53e16c3650b9ba8cf",
        "chain_height": 531389,
        "epoch": 1791417694,
        "previous_anchor": "fb09f51ac5aa4fc950a5fb0db7e0353009316613df4558ee31a2bf539539a958"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 13,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.986840+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-1fc1a7a30f50b1c6c3b8dea9",
      "version": "1.0.0",
      "model_id": "OpenMed/OpenMed-NER-PharmaDetect-SuperClinical-434M",
      "observation_timestamp": "2026-10-08T00:01:32.959422+00:00",
      "observation_epoch": 1791417692,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc4963dac220945b2d9ca5ff7796521920fdf05b5400ce33d64e063ee01780675",
          "commitment_y": "0x6c04ec4a8fa469fa5399dd2716772afb936d2c9ad944b0f680cd75fe19676660",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x15feb668e7f069328a50d91eb6ba7baa5278f622e0dbbafd751d64d3070dfc66",
          "commitment_y": "0x5daa53feb05273ade42436768811d6a5ee0d3aa816edff9f847683bbe20f65b0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x40a0cddd550b997661e7a00b684c46aaa6613855cef2a9c3f364807e1ea6bf3d",
          "commitment_y": "0x80532efe008d77a6d87c03329666680e6405e8eda1d5262f31d8813421941251",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd17bb430e4c543002b6a7d101489729691fd46f9d4c25a188419f8f8e196d327",
          "commitment_y": "0xe0d65eb48b822fda6d61da1220bda08f9b9b7592136405855dc073f023abf9ff",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x515bf5e3965a6607d7df9ce9243218ae93736722862c44e27af583f81b42d26d",
          "commitment_y": "0xb2b2d1dbb97377edc3787ffb0c9296d38569a4db2c8ce6e942cc10625ba4d2c4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf4c66a5f1cf78b17f628e666de19c8cfadcc841ed6898f8bd791da99549a3a14",
          "commitment_y": "0x68593dc49e2457bcdbd4bcfe18af63cbb1581d7fa4250b9ed3e099a84c69aacc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xa8489d1df818ef77708f6b9522c10f736b80ec054844731db186025476d50bc3",
          "commitment_y": "0x72d18382ad5613c2c9a7256d3be562f0889c6d07fc53a873ad41f1816e6d6916",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe7f225481d0130b8a7f2b4f1f070e5889edd1da0280d1c3207c3b4c33dfbe854",
          "commitment_y": "0x76c5f834b1c7b109c417691a8c65a48c4509460736341e7658af08d38a126869",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xa46d85cd01e1df63a7ba2bbf13f1606d7111ac7d2d636b8899a16a3e6be14909",
          "commitment_y": "0x94b6f063b2ee84cb39ea778b7d5d9693052515dd3f106a68cfee88979027d54d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1726eec3e62ed3721913906d9272c4d721f3faa9fdbe6e7f7ba424400e6de648",
          "commitment_y": "0xdda75bf281ee644be58f5be5ffd7233bdb492b70b3a26a37fabc9973d3542d02",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x9a5ff57755745099f62bc157809c0237bf93e531d47c92aca88ae12acc3ecee",
          "commitment_y": "0x511f3500adab28e337c6b6ae9b76269842cc1675eea33c139661f59b6f7275ce",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa8fa1abba76fff815f0465a11ad25913e527f9e1666ce99c0b46d882473fea1d",
          "commitment_y": "0x38c1e4a53a05c06a36a3ddcc9075d697510b774cf58d4dca4863c57063f90e0b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x46afe1e678ec37219f208fe4216f9c63f4f4822b64c68bd431f23e4a685136d2",
          "commitment_y": "0x3013322677039142bf62250a239c9468bfe222891771527c694937ee817d44c9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x16922eb5060c976f0f1067455ba7d3382889fe0e5520c803c46ff4f4e254c7c6",
          "commitment_y": "0xdd457152c2ea370d879fce5f24032fad0b47e377a6657f8199a8d1612d66a053",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xcd7102a810373a061ae14ea116c56fa806a080c3706b49813b0f937c345053f5",
          "commitment_y": "0xcedffb4d94c4cdc63af82cf2ec5f2c979a6f1d109924ec492a2b13c9cbddaef2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x9e13ef8af5a886d3d45184d9d8f642b09a3a1e3333844054c5d4fff1eccdde73",
          "commitment_y": "0xa97c5afa05edf8adffeabc3dd8cb946bce2a061024c47d73aacfa2cded9835c5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x278cd9fd886c55d49f098c4add42fc36e318ae1a40d4f9c14124a5fce479d3f0",
          "commitment_y": "0xd86d1ba9dd57a17f5ab0fb68ecec8bb49a204a53b57ab8805d10a3916755d680",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x169f4594a90802b52df6c3ef0dfc8cabfd8df5bd5155b9e615b593b8cab1dc30",
          "commitment_y": "0x5692998217f80a695a47fd2e6998a87cad77c9571e78789af919110584ffb2eb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9ca5f770bd8af34ea60b2b518aa32157949d0dfb44845af75b735b5c060e87f7",
          "commitment_y": "0x200972b41388b09467f2b71fdefb20bad46fe064362f33383701c7c313272429",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3e210dac47d9bed4ebf4542741598d198628ecf4aa2d604339da7a52103e7acf",
          "commitment_y": "0x1ade42ae3aa490b334fe4d80305f185a7445777d22aa5e7299cf9f57826c90d1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 13,
      "present_count": 7,
      "highest_severity": "CRITICAL",
      "merkle_root": "c8eac1cf36430a496f142b0fa708dd865969e0bfbb47829e3459de4af7839560",
      "temporal_anchor": {
        "anchor_hash": "fb09f51ac5aa4fc950a5fb0db7e0353009316613df4558ee31a2bf539539a958",
        "chain_height": 531388,
        "epoch": 1791417692,
        "previous_anchor": "b2827f62d1f2c6af4b65a3c4a630cdbe688f60549f57491971634106ddb12016"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 13,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:03.972076+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-f018adb3d97fa1dca9ba1e59",
      "version": "1.0.0",
      "model_id": "AKI0284/finetuned_mixedbread_ai_deepset_mxbai_embed_de_large_v1-Q8_0-GGUF",
      "observation_timestamp": "2026-10-08T00:01:31.361104+00:00",
      "observation_epoch": 1791417691,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x93224000f6dbfe7776aaa4004429297f4f396a5b580e1bdda61314c6e0991166",
          "commitment_y": "0xfd67c38fe94034d59524590aeaa102892bf714f5cf84bd4a5d30a1505f18cd19",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5f865a77a355db5830b704d49c23e6d3850954b598a328ea131e9fd09cd587fe",
          "commitment_y": "0x4e3e949808920c61ec656315f911ebaa1399f5b25a161f73b05518399c986777",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb88a86ca21ae3406d50fa8e420ba0c00db990a62fab64dac16492c1ecb3b450f",
          "commitment_y": "0x5c2fef44c9354bb8512320fc16d640fac2cfc3fe5ec1a0fb56dfa05167d53cd5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x42cbb3cff97d9026214585597e30ef73a449bb7670d06b85c897508a5972dd91",
          "commitment_y": "0x542445f01e15bfccaeafbf64c7fe9f2a8d85301035f65fb9765b9c6ff282a8a4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8d650ff3639972fc18188a66bef582c53ccabd58246f7d707faf4def32dc9d72",
          "commitment_y": "0x276295fe3e62bf0b0688e44bd2ed9a62ee834e9d7469d76f449fb89d3413605b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9e58e9d211d688971afb4983f0a747f99c1e3f9f9ccbdedc5b6b1dd48cb6aeb3",
          "commitment_y": "0xad9bdacaedc997a229d5b871563333dddc862687b325747dfbea10a40182181a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x614d15d004f0d204b94e5cdc577af44c05421cd90a31c4b78df0d70358cbe5a6",
          "commitment_y": "0x85763887d718c602821113615fbd11b0f47bb63fa6e19d419c45f0437e5ee0d5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbeb9ba4dfcf8b26af64c955a4cdf2c05cafae077ba372a6b2e4636f7c01748df",
          "commitment_y": "0x459d6a1f2f04bf4fab122270be3ffb6b10b7c193416ffa9acd75c652e27c22a9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x14fed84eae53c3efba0860c062dda67b675d01960ed57a762fef72234b5f8076",
          "commitment_y": "0x907e4739c472fa00593d0e04fd8b61fab52bb39e430e4f7c3a02cb08ad2a7fab",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7e595a83eb2eeb181226e814589405ca72c30bf2f26e6506604fedeb37be3cef",
          "commitment_y": "0x77fc1b6f8287b05a4cc03287a7f49c1ac3cd3836c773a5077f39e35b710fcb55",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x762e123dc9a95fe96227278cb4c3ec520396166c6094248419cd57f8f12d7869",
          "commitment_y": "0x5d9d3da41530a7419b7930d19468c563d0cf467ecec02780aecf51e59a4a81d4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x37586b324dc142b74c9a89d8635fe9a84ab6e3e2a96f3ff21d1bf852c265f46f",
          "commitment_y": "0x41b982a2707152944985ca05a2efdef8b458840a653e8c6a63bcdff2355b1a20",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x76543eecc48e6afeb126973c28c284659f0db18b3f8716d4d8d2311ae0d94778",
          "commitment_y": "0xf7a65b02c3bd325a336256718702ccc54a6d98751532bd10512c7122ae652328",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x65c7ec5353d1ccd0714396992e46ffffb89d60c8c352793dab6ac47f39deb842",
          "commitment_y": "0x739115db7a22fe9fe016e75c0df56c47965af6531234aab820c9697720ec5ef4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9b4a4ea8d5655c768a5f15e5e02289e7fbd254f2b3422d9b379608428ebe24cc",
          "commitment_y": "0x6b2c4aa25ee9278af1ad6ec4eab77944f30a7600bde77849d6a1b8064940278b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x8b4f4809f42e435eeb90a06a99a2722ca187b451b1702cee9cb3a03d24122e12",
          "commitment_y": "0x35ec9a668aaf9d9fdb6684b579805c5ea8fb545549f595cf405537c5e69825a9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9611d0fb8284b4164c9f9a7655040490e64b11316ac04d03406df4a431bf291f",
          "commitment_y": "0xb87feec5551deb1ee1a631894bc2ae315c110f0e03147082f6f529903d08592",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x643550238370c82790f9ee7a46636719f44292de4885fa3e7ef5e5c169b9f75d",
          "commitment_y": "0x91f6bd4f63f8ee40314f1c5862021f4539d968d13b00759a3a11b4a7aa8b906b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9eeeae7355d651542ddde31209728a5618e5dac9028330d892fc4728c5e84db",
          "commitment_y": "0x9131696dd6badb1172974e8129e1523440352bb6da956c948896572505a728f5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa35caf93ee151bf622e799a8a80bf5d9e1a7ccb5bad2d8cec03078947b469e08",
          "commitment_y": "0xf77867e7a1ca4e9ea686069e5d3456532dd102de07b7e6357bced23da63f4d03",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "ad9dbcc3157f98843903ea142d009d3e6356a9b895f94ee4188988561ff25d7d",
      "temporal_anchor": {
        "anchor_hash": "b2827f62d1f2c6af4b65a3c4a630cdbe688f60549f57491971634106ddb12016",
        "chain_height": 531387,
        "epoch": 1791417691,
        "previous_anchor": "bf813eb8bf6ad3e3ef74798c620fafede522ba341c99f8dfae97377d77ac3311"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:01.363105+00:00"
      },
      "sonar": {
        "provenance_hash": "f5abfc2f31cb421019dd6649cecb808f2d01f426ed91ff5a7f6746c9c3334058",
        "provenance_score": 0.15000000000000002,
        "base_model": "FareedKhan/finetuned_mixedbread_ai_deepset_mxbai_embed_de_large_v1",
        "license": null,
        "training_section_present": false,
        "declared_datasets": [],
        "top_dataset_signals": [],
        "scanned_at": "2026-10-07T02:07:54.870613Z"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-1fcd006678883f3d1b80278c",
      "version": "1.0.0",
      "model_id": "Salesforce/blip-itm-base-flickr",
      "observation_timestamp": "2026-10-08T00:01:29.745993+00:00",
      "observation_epoch": 1791417689,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd6107608683a69c2725e2b2ffb89f8b99a9639d6e75b5b0f979752cae61c2bbd",
          "commitment_y": "0x8a5f1c81d526c31aa37f85743e8d85f0579fc240f8e5325f15f901c94b799ed6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xea034176e4573e8fc325d601203caa279ff4b8a192d862e97a210f5d22004dc6",
          "commitment_y": "0x96cf7031c6fb47f5277a01fbecb534bd1eec91f3f8c09b4e72a54a7cda4a2732",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x6023e049304ae0f2c7ca7249d0af0a65c77c54c5271c629467b9201d8564330e",
          "commitment_y": "0xe394b667109f21d504885d904b97d66329651965dad47ac0bdd6ef393f9df194",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe546ec6eb832b971dbd5cc8075ea924e1fd3d51b64787d67bb69c77d317f308b",
          "commitment_y": "0xb0b99c0d6845b5a31726cb4ff2494c19d51982e1363defe8c349a7c8a8508e41",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5e66d0d9a0f504a32ffba7e4d17a54113dc8fe4e20c6bf5431bd0317383b6d2d",
          "commitment_y": "0x81def2dedd344141c66e800f300745a052945a589bd63f487d6c98d17c7f68c0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x446b13b22aa01f728d036a2aebd9b2f9847d4509fa31793d34d062539342c9e1",
          "commitment_y": "0x118b7a6f827fb0076ed1e6936f9530fc982ab99305fd18db0fcd26f91c9ba77e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x30592ebed17694d26e3687f6cb3f81677c7c87497f856c28fbb64e440e455f50",
          "commitment_y": "0x1b642bbb91949f09595c0603a87bed89a51f777297aaef85dfbeabb42330c5a1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4f1f2344f475f464b204cf76b133d7a2e1105bbfbf508e5a42fb8fa3667e0048",
          "commitment_y": "0x740adc66361208b32da98ee2fb738c24dcb6d1bff75a7634079cb9c999e58eaf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x481172b13b53972e94a204de1b2f9a9043d6ea88bfcf420201e132749759fc00",
          "commitment_y": "0x6d094754ea4aa9b5bff2eb60f7f3b8431898ca108c5af99171bd6e0850178bb7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd13d2e89775b8471324fe1239d497d4413ea07fe2c3c45dba128b5ad6643df50",
          "commitment_y": "0x4a9fc9a8af75ad1faf75cc159382c36f0cc5c7965ac74a89f9b3d1863e885796",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x703c7cd34d718648e846b98d7b4cf5e47041ebb9c93352206083f79df5f25cc3",
          "commitment_y": "0x58c57b3f20c0812fc9c5775a7dcc400ee9ab7781b84049b1b6a5f951858163e8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa38818af8205c422604d43b97d58cd42df50da080054c65d7c932b2179e96bd9",
          "commitment_y": "0xcb077f6460e205775b6952fd55077950fa567940a1a817fa3f872e6442e3bada",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3471aa5a91a45dddc5049a69de54b136d9922edac8fc941ab491685d71a79193",
          "commitment_y": "0xba3c158bcb2cc5f07e3d71c6faabe56b8345e1c5804bedd732118ae819dc4adb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe104b1ff761187f2d4ecd9da8f81f29900ed619334d317e7a7ec83a3572151ae",
          "commitment_y": "0x845799c0f8c407451cbc37f460cbe0f7c461a4f3941fff8ab21c8961622cd063",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf176510de88242cc056725673506d5b3eb42279cb193ae049b818ef51d97869e",
          "commitment_y": "0x2cc84ffe999340c304728641ae47e3a15c4e6771f157435e83c105cf42462617",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe9526257753a57f3182cf81b2ce6b41c5b34d2d25bda60c234196433bf74cb0d",
          "commitment_y": "0x4e1ca31ec3b81a830da3832401a5cd14e16487dbb1a69d25901af428cf013e58",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xaa2fd5075c12d37f597099b863527251970c8a2d15f1f026a604b9e04b87923e",
          "commitment_y": "0xccc51c605cfd18b2c15152fcf6c07df140ab61e801598c72708c91a8b9b8713d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xc55d25a900f829797dc6e26c93f4387ca0d953e616b9f8a46eddd6623a23de80",
          "commitment_y": "0xbdf120b41d2e29abaf11497d00e53396fde04570b2be8fd29d7589aab93d66a4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xac2e50e60f54666936b90114bec806a14a5108bf332e77861528132fe6624dd1",
          "commitment_y": "0x58ebe36dc9d6594ab546039a87d4d51592aef379caa42c02f6714b911e7b27d5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9e4fa6bcbda01e5c47fd9cdf5acb3b624e041fecdb5a993b4c320c95d81bc477",
          "commitment_y": "0x2cffe749d4213a80eff960621b9d3b839da39d48d01369379dfca43817c20749",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "1fe13a375c0551161d91607651dfa126d232821cf4a6f07718bd283589f0ec42",
      "temporal_anchor": {
        "anchor_hash": "bf813eb8bf6ad3e3ef74798c620fafede522ba341c99f8dfae97377d77ac3311",
        "chain_height": 531386,
        "epoch": 1791417689,
        "previous_anchor": "f804604f9207b49c62639ac296edfa91ede7cc74aeacea800f1e7786e7dc8b44"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:04.643564+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-2b004a66ecad1a84f5eedcba",
      "version": "1.0.0",
      "model_id": "ustc-community/dfine-small-obj2coco",
      "observation_timestamp": "2026-10-08T00:01:28.238855+00:00",
      "observation_epoch": 1791417688,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x123eb9688dcad05cc72f1a85d7dfc76af4b1651151f883ed7f8d9eb9eb82b9bc",
          "commitment_y": "0x9f10ba33338b5909a40dd527ed38e17e6b5dec94344dee6c04ce257b8d52abb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd35e59d71aba792e7710de20182607c69b30662c989f8747f1c2e0da4b87b038",
          "commitment_y": "0x3fded70a753afe28f3a6d887ed01233311a037a50772463d5ee51e77149149f6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1b3f639eaf2ee3d7fb90ef8ee81f8f984b4ea6a8e3e857c7e92b229cb49d24b9",
          "commitment_y": "0x5411a81393f0fd11cefde2d6d8d606660f5f42e933bc80f19d099c06e463787a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4db6126e5aaedb8e8badefa71590e645770b4808c1917893937cc0d63dce4352",
          "commitment_y": "0x8dcc86410af0cc9f5bb1da19c498b06b91829b6e64b32adea42c7344a9f219b8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4fd922dfb3b943924330490e4f72299d0e6a847e2374838f16a3c21fbd420473",
          "commitment_y": "0xf6943bfd14a9234d94815872edf026e3f263319279f9d368ef42facf9f9034b0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe00fba9e39f1146ec3f3a78354e6cc7f0314334f2918b84b189408d63c2ba2",
          "commitment_y": "0x57cd387947efd9c2e44da289e9b36333943c1552c6170f3a340b10c5b27c73ed",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xeec23205449839dbcd105de433bd032c9bd9bd969e5142ebbf91a9e703a42d8a",
          "commitment_y": "0xc40d6bcb211f0002ffbffb9a633970794fe061d4268db8395de51844c0c5a16f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5ac59ae96b338fc0715da70c7543045c7b14a9c293a4a481ddb5c81ff36631de",
          "commitment_y": "0xbf6eef0638a82a7dffcd21b0e88287b63eb4ca56f5d2cbe11021c3c350d24c9c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3ef91515387277b5037de6fd5a7bb77d6879da77e2215b92fbe1a524621e5837",
          "commitment_y": "0x2f87b0ade271299b996af414ad8651e75fe4e9a87dbe516c2364114c4bceb07",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc2454b4a7ab9de50b6d4ce4216aa66b2afbc0fdd5b9260b65598c395a32d835e",
          "commitment_y": "0x77f1d37d013fe7cd30a2170b3550d65e83976c17192d192a11593a008b260ebb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xc05f5691b4ddc314774b3c95cfdd382827f5d1f19461fd55745d1012f4ffdaf2",
          "commitment_y": "0x4ba9042fcd3626a9766b9d9fa0ff36f8dfba71a22fb55b93b5a387a310bad224",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x75153106992c80996172b97c555be0d357dabffedc5016248c47aec1e9ef9e01",
          "commitment_y": "0xb9b3cf4b0b5d09ba0a2d6b4f34b4e2e8043531c7d0ebe15952492a5461f484e7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd69030cb300d280b99eb3d25816afcd92861500b349a7eee993fcfe53ce571be",
          "commitment_y": "0x40c33b8c3148d1f7060c98ccfa954a9bfc115edbab84b3decd7a600c84bb3306",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x91a933bb2bf857c6d9d08e9d752064e9c1ae202bb577e30f1599a455f66eb047",
          "commitment_y": "0xa7da6ad81aea54e68b0716e9b3d635700898fc00ea7c1fb3e0412dfaaa83b532",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x62e3d0019a4be7799707ed41bb292879de40c11a43690c33ce31f7b1f7790903",
          "commitment_y": "0x8019eb5a5b8490d64be276088149b3016b1a58f22f0ed0a7c36dd8c5da4dbb6c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x54e0cb9daf29034e30414621a7a755c525943ea335133cb7cd4df8236e8ad6f5",
          "commitment_y": "0xc29cd8347c873874472ef9bc9ef23dd9ebc6674c9d275a889ed3201c77e7bcf1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3bc506da3682177d18a4e1dbe304a71c5fddf71eb8fe77058c5d726c4d6e55bc",
          "commitment_y": "0x5773e7e0e3cc5092baaf5fb86461b93a4e4d4c7d48d114961847fa11febe0063",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x34ed607a98bb9067fd7c44dea4799e1ffba1b710f50d6458037ffa5d08b90109",
          "commitment_y": "0x195d01c004a111a4f64f4c1c99d2f23ad8c7208db99205ee2e77b09413775ab9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9c1b937d05b6fa1ad74b1238ba188880f5476085577dad84455ff8168eafe3ca",
          "commitment_y": "0xb1f6ccc4effbd100184fc09202b9d50c1a0e5ddb6d94243723b21431acb3571e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xaf526f49cfb00b18a113a9dfb2b34342b2e2ecdc8fbfe9bbb043a7758603d157",
          "commitment_y": "0xf4a74b283950daa8a1bfe11eff9d6b9d8ef13db7f01b9dd708c4c0c81b9fe713",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "0e221680f67c17873ba2d7fd479caa539fdaa5e3966d9106da2b342314152a92",
      "temporal_anchor": {
        "anchor_hash": "f804604f9207b49c62639ac296edfa91ede7cc74aeacea800f1e7786e7dc8b44",
        "chain_height": 531385,
        "epoch": 1791417688,
        "previous_anchor": "0226232deab87c6fce849814a3dab4f74ec5a5e8791d40174084043f496b7729"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:12.122494+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-6c761c91e9c0d47ab6f888e1",
      "version": "1.0.0",
      "model_id": "mlx-community/gemma-3-4b-it-qat-4bit",
      "observation_timestamp": "2026-10-08T00:01:26.737229+00:00",
      "observation_epoch": 1791417686,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6b9cdf6a42ff1a6376b693f963f8d7a6b8a676f7c2b772d935fb8944c9c4d592",
          "commitment_y": "0x2b2947034dbdffe1a8b3e38dc4224f82f81d43f22a28c458f6e171484c09bb24",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2428b754c9c5d319f3015e33d025d0d1d8d6525cb5582c1ae5563237d3d5c9de",
          "commitment_y": "0x45f66d9694ff86bc58aeaf479022f82f674aa2c6bdad236de8545626e70e2366",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4ba5a5de99e6a983e3e4ccd570796088736879a3e0d877a4d028fe7c64b85144",
          "commitment_y": "0x3867c52a4c0cf69ff5209c5cc2164fba245b961e70b703bd4acda737dbf2f2ec",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xabd67c505f36e61faeea8a753d3175cfeaf92fbbb615c903ecfcd8e69d0e7eaf",
          "commitment_y": "0x9e69ac986f1d01916c0a2fbc8a6892c01054fadbd61d5315b3dabf2c465aa43f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf6af885cca25b3b64ec925cc412cd453a4a8b2a811ef52c9733739604a69d82a",
          "commitment_y": "0x49e979e84b4a6ad2a4146bbf2923034372abd324983d4d9fb687104e1484c644",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x1db5073a3a81782054e36527661fe03591e9c01382a3a976a87dc21b4d98a188",
          "commitment_y": "0x7c8e94aabaeca5a3c81187138d2d5d4f05f4d6348c26059c54741944b9ba600d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xa1287870b16d4cbf3a0b0328a04537b9dcb47abc32a7f9fd2dd22797b3feaadf",
          "commitment_y": "0x87edb1d40a494210db4d8903c50a14a3d43a47989478fe8d4e283bc54697acd3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb7570798880846b0bac382e646a1c148968eb2ea453d083396b84d7d8eddd2b4",
          "commitment_y": "0xe48e1c29b91f09e1cc566c7a23fb1e0547270ba2cf8e891fd875a5868846de03",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd40ee2955817b9015f47cc1877c9b9550f679dd84f53dc376374c6aab64c5313",
          "commitment_y": "0x8ccfef2af78502c9127850b79fd933642668fe59f7e7f0228e1c59cec70338f9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x70b689f2e88fdbb3b51c69209a50d29eabf62db9aacd827b38bcaf36f8c2c10c",
          "commitment_y": "0x3d8caf3eabb717347a5a183d38310c27b82e37203653d5fce36f5bd0a8aaf566",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xda8bc73b9210cc67d4c80fe8f799dca18f77df152ba7dc2cdd524d8642312f4",
          "commitment_y": "0xf2ae13b7fae2099b81744847cda0e74143cb0580d7214071e9b122a0fde10ab",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x28cd3727ecd5e54a56d49f33fe10be26e84e6d5241d9e66174577c972154760f",
          "commitment_y": "0x36bf40a931b6aad1de14b0645c89179ba99025e5b7ec5656ddf3b7ae1dce0fd6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x937fe6a700418816b9b1213d0b64069abfee51445558dfa0d9c57bc32112dfd8",
          "commitment_y": "0x52111204ede62e8d4137a8a0af0122fdd449a9b0e848b0aa6c8e3e055844faee",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x31c742e9627a3678d5ff9ed7c3ef080e03224b370e5dca86bfd227016326ff77",
          "commitment_y": "0x8c7a709ce0aabe439d7df7b7ae37383391ef8a7f37823c565370a3bf117bfe7b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7faf1d9fac6a7622842224458c9c4f35d2b4d3a134a4b6a479a12fbc4cb3163e",
          "commitment_y": "0x956204a6884f8ef00a6d29753015478cac1d8ebc33940a18bdf2504f362e7f0f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x419c7b49f6d4c7734fad7184b31dcce358a350eeb5fde94a692fa67442791963",
          "commitment_y": "0xd046933ba0d26461063fcdcfe8d8a2579cce49f110c24eb01325797df3cc3b2d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3144e159ff1d9bfb2e255f423de3e6706c62cdcae079ac01b7b4ea5a0af245d8",
          "commitment_y": "0xbeff09d8debee9f87bb217ccfd4e7b606400a3700e6e3ec4bb0c909905fadd7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5dc4785bb71535cf54bdfa31705cbc924c40b0b33bd6fbd8361b629f53b02f24",
          "commitment_y": "0x55560b83a83ab63f158ef638e9749467584c4a1f4026fd0658fccf5d45969b63",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x92992b7d7b1b740cb27688eb1667266b26e0988c20cbd97757bc3879d436e9c9",
          "commitment_y": "0x6503df2f58e3f815f7aed06a715724abfd6372fb9b49908b5abe0255cf666c76",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf8bd07049c0f911c80dd33e64b8405472acabfe1cb0f771195507c8f97b7525d",
          "commitment_y": "0xe6973b5602bd1f5038e280397baa437183426e18fa88f4c49a927d5d12304bdb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "ece818649a6ea2fef87c6a6e9d60d11e8cc3ec88e247ab1f4db0ddd94a24b2a7",
      "temporal_anchor": {
        "anchor_hash": "0226232deab87c6fce849814a3dab4f74ec5a5e8791d40174084043f496b7729",
        "chain_height": 531384,
        "epoch": 1791417686,
        "previous_anchor": "029fe8990fa98ff3068ea958b2cb0c7675cbd7d0836cacbd8bcebb20a6cb731e"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.560471+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-9c1010ccd9a8279761875f4a",
      "version": "1.0.0",
      "model_id": "nvidia/Cosmos-Transfer2.5-2B",
      "observation_timestamp": "2026-10-08T00:01:25.200666+00:00",
      "observation_epoch": 1791417685,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x69e699b2f0e870521a1aee1cb4bd9a200325c06c226399802e226d7c03337645",
          "commitment_y": "0x8a77851b9e8d9de81916415c5f809e9bd6a9ffa758552691d31f5d69bde82cd6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x913d63a644fd77436d24808642cc3c62301f189a290181732bafdec9d369dbd5",
          "commitment_y": "0x2a51b2b89b04d58ecf418c59e5b0063d5691786ad8dadc7deb860fb5d4035499",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xcb39288b403bfb8c7d7ac150776d717d407cbea8916a5bcd05462f7ceb75e97b",
          "commitment_y": "0x445fbc0fecc86d5b1b53434725a064a879d10fed6294721d9de54f3fd2916bae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4da17cd42b981a9f27318daf3f69f826f6c0537eedd9e761e3cd5946ba234478",
          "commitment_y": "0xb3914241a17d4be3c6d7e7f733f49e9dc190704c4765c14139c8da3af06f6b94",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9d66e0f08eaa59d9fdf369403e644fd41e94ea80d573015fdf1df5000c78b6a5",
          "commitment_y": "0x59954eb7fe26ff8fa42d5fb776a2def1c63a29aee5344128af6c2309adcc8f94",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3549e03b73df22bc0d172b33d816b84f677cffaf366a7241c4cb548e55faba3c",
          "commitment_y": "0x5f208fdba5f9fef0f6b5d81b88335c9ae2b2ac346d52ba9c69bc8ab57dd4ed0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x12d481ce3906fb966ab3ec7b49314005b12203c67e552d0a4e104e8b703ce0bd",
          "commitment_y": "0x84e8f2c706f075dfdd86572805b1427716bd8094342b0c71ace443b89bc2e8d7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1283bc14158b255c11bc3f1db979b760086ef726d70b70452234b1508a61f918",
          "commitment_y": "0xa8eae1345a3aba90d19a8340d34bc0369036b127fd3a29d5405be2c082e9f721",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xdfb0b99d4ce68f8538be62519ced6b9a06d6a2f5ead0bebbf73a77b501cb14fe",
          "commitment_y": "0x5ed0cdce9b483208cd32b1edb698f913177b09368242f646a7451528f65f3e2e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xaf292179cdb39190c64055194a310299bdefcd555d0c5bb2ffbca6756e51a7d",
          "commitment_y": "0x6b066b8feca3293c3292fd1a872bf932ec0ec45d0e5bc005b449a1be808c2189",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x7a5d750f04e1cdbed236d848a46ea9896aa9b0e1ad4fe4bb57bb6bc327d56e11",
          "commitment_y": "0xa2c6da15fb4becf74ab00a467ca3ff014552b53ff1619299d7516ec548a8a280",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6b873b871b87af7dea0bd787a37ea76c866b3b851d556e2363daf7e2abb5cdc5",
          "commitment_y": "0x2b2457655e217e6e1eee8dcfdaa63434f482147decc0d2bfa189e14469f2e158",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x43877f7d0095bbe5e7cdfe9d65ac50136b52ff6b5d9f135b3e2ae41191aef850",
          "commitment_y": "0x7cf8b5e649852800dee354c87b6ad6baca916030867f82381284be1ee6e9e43e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe3aab8d481563fe663176ac861c3c04100d7c5e91e68ea5294810e0d0e19df01",
          "commitment_y": "0x255ff999df168b937d188e4690c692f164ae8483c0a754f6c9ddf11a08ece96e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x7309afbfd79a62ead1bfc965267250a00906099b6e3ef723f8192e611aa2c671",
          "commitment_y": "0xc4752050d3849577c3dd9ea6602ae8edca24fe91a65fb50c527d4bfe5325a5e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x1cbca297674810ad70239fc561c12446edc6c44fd58de66cf546cfe8c6d15903",
          "commitment_y": "0xc6b50fc9f693f0752a7e36a7e5d235f832c1266bd52b4e83c91ea680121d0da3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9e4ba6e119fecfe5c9942533bf45fcd0353cefb493b8fe9dfcada3f670bc028f",
          "commitment_y": "0xe4131bb4fc6a9bf164a6069cdb769ee3fe551f0bc00f74be6e9a9d282a5a8416",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xf06c3bed0f6088753a3f5a2673520a822d5c561fcd9998ac9ee5929b91ce8be8",
          "commitment_y": "0x67e2914b8e92f51b98bfd300f3a07ba477012f126028543b7d4782cb89def7c2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xafbb675593b3319d2d150104023fa187dd1592a04866f38da2cad4838f7ffd45",
          "commitment_y": "0x310f36d1997c0dcb62ff52dbfeb78fb06bde14c67ee164c740d12436cadc661a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x17360ff6856af5c2accec131f8eb5025b96984418500b47cc2c2f949cd63ebb7",
          "commitment_y": "0x316040614177389ea7ba679989ce29dfacb05e35655cd67f03b62678abb3af80",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        }
      ],
      "absent_count": 7,
      "present_count": 13,
      "highest_severity": "HIGH",
      "merkle_root": "9f5119f3595267ac5c9c7153ed9e551a04fee39cc54368d601d0511f58b44611",
      "temporal_anchor": {
        "anchor_hash": "029fe8990fa98ff3068ea958b2cb0c7675cbd7d0836cacbd8bcebb20a6cb731e",
        "chain_height": 531383,
        "epoch": 1791417685,
        "previous_anchor": "da97505e35a69a57d29e10e712e9552702a2975dcc1e5d734925a4bbed15fc93"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 35",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 6,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.086191+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-5c9024b21df3e1d9985dee07",
      "version": "1.0.0",
      "model_id": "potsawee/deberta-v3-large-mnli",
      "observation_timestamp": "2026-10-08T00:01:23.697916+00:00",
      "observation_epoch": 1791417683,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7249c616fde9dbc6d261a9162a036a6401322bab4ec253af0ce94aee84b234f5",
          "commitment_y": "0xcb331ebb875ac55e48be22f315ab32166de68c11ff00603bbdfa9916721a84d1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1bedb5682f0fbe55fe02486d96f988ed6e90ce18785a6a8ea242c2ff8305f306",
          "commitment_y": "0xbc62f60c23842ee166f3c9a3b7a386c0f26aea63a835834595590bae76f5bed2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x578a9bc69fb3fd4ba6a7be247bfb09c46a1016035494438648ed45602069f431",
          "commitment_y": "0xb41c32ddc2d0543342205f45b1d9c3d2ecb7125fe9715c124e0a092d11dd32dc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x17c2e5d457231634ef709a2fc93d9f41e86eca540f7a22dc60e281442e8cb227",
          "commitment_y": "0x35f8d3e8ebf7b88d04658d6ca2a2a4c5e358aec160d6b23a7cc099e54925d980",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc8bfdfa55b0f1556eee6af3e882b3181b6f990d1cbcfe5956b4d90f8fb5be64d",
          "commitment_y": "0xdf48a9d0b0f8eb99326094213ab437afaa81ed2935d313ff11ca3839a4a00e20",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x24a3bfa4cd6a7abd7f047fe17a30f6f73885b3e069e769233eb3954c824a654",
          "commitment_y": "0x48d20cbcd460f825ea27287c9682f6af6df431910c3f6be559b98e4b218f08f9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x60032c0f9fdefcd984b30504061d8330ef4d4e4daeecd900a66382374e192245",
          "commitment_y": "0xc48a41afd7975fd94814054e3acd03f80162004cf052db4c6e719b23ce9ebf2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa857a0682fc4e2cfa18ad4f538cf310c596e502814be49073dd88b164d8aeb0e",
          "commitment_y": "0xf53ecd194e589587a83d5826de7977042a21748ce770bb0c45ec6baf674e43e6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xbafdf935926b01c2c0c2b89a321bd824c85e4dfe95643d7ec544dacb095c900f",
          "commitment_y": "0xae3cbc597a3c4d7f536a71e1816f8578717a3dc42aa3dadc91655464dd642602",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9e749d3e4a3d95395cb72d7d2d82e3e4eade77f6f8f2ca662a09af9bd1ef800b",
          "commitment_y": "0x87898f168725cb77207ff102027aadd0c410a01cf76257b6edfad819efbf5638",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xac0779989ba77550ac6793e80008da61f06f9177f7fb26a3842d8cd589b359db",
          "commitment_y": "0x22a5fe4cf2b8b9dbfdad0c356b312d1a9adbc851220806849293fb95a051dbd7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdbe00ea0f5c03f685bdc8a1dbbae64c03fb847e57a68bed25f09d0fb18103908",
          "commitment_y": "0x1937ac419c4c5d77b84ff1acab44216faf46747300bda42629d3b097c3db4eee",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7dbbe74e7b6deda6c377ed585f9afc1e4fe9cafcb7d95c8e1da49ae2804f3222",
          "commitment_y": "0x3a0b1eb1ed0830fa044f4edd91406552930893004aa7e8e39d9be68f46223c22",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf38d544d48bb7dc5554f8af4b4376a2af3bfaefc83447d451c13b40d4204fc62",
          "commitment_y": "0x861a092909cdc1132e65dc3bbc9c3a193a99aecdcd8840e1e9e1a9a86bc54bb7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6a713666e6e93f7381c195286fdafb100c006fd9577cddf4e7e8001c46ab8886",
          "commitment_y": "0x1131ba6a451bf179a33742f13917254ba044ed462a84d8021b931bcca5331715",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe00f42001d8868c39fb7167d3e8564df8bf585cd5216b87b1507f19de615f228",
          "commitment_y": "0xef81afdf25a778d088af1cbe4cdcae447990f562f6a5d9ddf36b80bf16d685bd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb54b1af6748d30c88d6d94e22d8299f131a719606063d24d2ee07751aeebc447",
          "commitment_y": "0x241ecc3497cbce49d2976f47974efa0cdb19b116ba3bc5d4c2605cef6d367d3d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc4e0a8ed4097500bc0bea7fd17bbfcc9ed8606f76e0eb68ac1b449fdd3d9d32a",
          "commitment_y": "0xf5c5c13320640d60907c10ee6d848d9a55e0559205cdfff340806704de34796e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9a9b26b9d8a31eef92ef2660315a12974164675387dff7f71775187c2da4727f",
          "commitment_y": "0xfa86f4680dcf61ad88a97e6474147362f40dc77de109ffa314a2202cdaa8f4ce",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x76441334880369ab8bae2a78082d2a987cc91f1a8a3ba07c8e8071281bcc1f5e",
          "commitment_y": "0xcad1ccb30600d1a8d9a7f192eb73faa78ad6e14e09f09bfc96756d7bd5794f72",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "edd7792582a07d9c045535bf251a4b22f0732c30900524a34042cc961936b39f",
      "temporal_anchor": {
        "anchor_hash": "da97505e35a69a57d29e10e712e9552702a2975dcc1e5d734925a4bbed15fc93",
        "chain_height": 531382,
        "epoch": 1791417683,
        "previous_anchor": "647f19e000dadc2b5a6c1b0e6df4e3b35ddb35e24d4870e95e3da1a6145d4a3b"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.610922+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-1500f0d7cb102f150862fb23",
      "version": "1.0.0",
      "model_id": "stabilityai/japanese-stablelm-base-alpha-7b",
      "observation_timestamp": "2026-10-08T00:01:22.137639+00:00",
      "observation_epoch": 1791417682,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc257b6648245e05785df5b70eff76c5774ee1fcb6917101167bfd7727d8f01bc",
          "commitment_y": "0x99f1e4901970fdb0a9b2e6b28a0ac283c6e7d442bf3dbe2905bc0f94b38997bd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe62acfcc552547a96026c218c8e8fe291969cfbaabdf5ba62c87324ba6620138",
          "commitment_y": "0x1094792dc2f609f09458687a6e56f18f44219dd5046423876aba4fb7123c4420",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x8290c4d186b1283da44835419c7c9094776332bd0f379b72d28c274e4550365",
          "commitment_y": "0xf5346112daa23d221aa6aec9fd651005dd8d94c55cb061ab8f5c606ab556858",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2ae84efd74ceb225a31c814ccc6f7460abba30f9b1dfdd099188a66e5f5c3e84",
          "commitment_y": "0x48e833ddf78517721114a3d60e1245e1a02050e3f992ee159e21dcd645412789",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xea7abc29e86d8f02347c8ab0f9594bbb8002daa5eb58efd284d2ce50accceb5d",
          "commitment_y": "0x58179d17ac080990f103a2a8046ced3133b614255a341adf08b8dbf17a0f2197",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xac748a4666bc76483a4f0fb39b2df852f225e5ed7fabc291b10c1f776adf83d9",
          "commitment_y": "0xfb7c246b593217690c766d161d13ef58652ae4abb094d90b7a4076f115df1653",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x69a1562972bd0fec12f78a3efd0e5b1b986dae8a5d4e05c69b438138b6e02957",
          "commitment_y": "0xd734482d316c8eae4277a18539c5f19c5e076bc7f95f6680f951396076548a66",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x31d1e07ab89c30843017f62e79c8c4753b02fd941532dcc23e79d48230da03ba",
          "commitment_y": "0x216ca292f9a751e5e60276624269e0d6611e583d6914555787d8d50275feba20",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xc5f532cd48aca270e0c76f102fd1798371e1667d200474e11116e2068f8a478b",
          "commitment_y": "0xc53e208a5018b9ee8d8e66f8f5b201fdc97cc3b6f7fe941ccdc3e65d61b0f001",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x42b2fe8480a5b41b8b398228104f0e14a9185bb5c1e9c42c3b2ce9b0e034823d",
          "commitment_y": "0xa2d89636bd4a26d24dcc179e0f1693b7e4c3d2cafc48e95b6be15fe7595eeeea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x72d0a91169f5c450757b13d4980f193029694234d71f3ca6d52e337ce1001bbd",
          "commitment_y": "0x8819625742d65d130019dda07d777c1a95e1f1c9aabfe252af576ddbe28458d7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x75f9be22279f5ce4b24ee1f4bf33a9ee8d9e0ab371e29b3e4f42fae985845e19",
          "commitment_y": "0xee7610bf24796dd246cd2d801b2d535296984ca6442bfc127175334e44cdc944",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb6592603e43b49c5dce55c5aaaca7dae2f3546e69ab09f1421fb0ac05e5d7f69",
          "commitment_y": "0x432e7bcb5b83dcb8cf3f9fb42d5163fa16cfdbdd6dad094a9f00030805b9dbda",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6d2cc00b53e6489d46522aac5f663e2779ffe82c153dc8f8166fb349f1c31ee2",
          "commitment_y": "0xee2e68a1d19f80a0109dc5cc11407e47435cd9fadcbe2a5157a5afe3e3e12ff6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xecbf825911c06ad6d7337533a64a7e5166e4f570f61609620ed2af8c04e4c180",
          "commitment_y": "0x6671422c1411a60ddc9df7e28a4d1bf7872e0092d103f881755ac25c6f1cbddf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x65d07a22c954cf3abb66e2c203fed4c4d559f8542f02b3540790f714dfffb4f2",
          "commitment_y": "0x1ad46e9cc8dbb1da8d2a22330dc27fec12bc292a0ea09068e1af6b0d39f75e19",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc92e368d1d7fbaf07f4249f2e71c517256241c55d6c376c7aa775f42bb87973e",
          "commitment_y": "0xbcda609355854a6de1c0d6862520db857c8e00cd8cbc724246d0af9093bc94cd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xa7968ab29845a59c524fc29d95366e970cb810c1dbd7af8275d4469e68c0e399",
          "commitment_y": "0x176c37b48e19773676aacf78d9fd250a58145c8e8b0bf9ae76192975c9f73166",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x8d28d4491abc92dbd830e072d7e6a8d51d0dd8ee15e12d3dddebf19b9e390e0f",
          "commitment_y": "0x5665d3d5b167489a2d4a2537460a4b9778fe3d6ff52f4c6fa5126cab92e5bd4d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2a16e4c87ef504272ecb98d5b948ec9143e0a85407ec511ec70b912c96ade0ec",
          "commitment_y": "0xdac7c96103e6a762f04b018a508b1f20c6f5325fdc712cc781fc90baa82897e3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 12,
      "present_count": 8,
      "highest_severity": "CRITICAL",
      "merkle_root": "438e8c9804f9f81552d54ca43efeb9faa8ec502fb482116fedcada9f705bc93b",
      "temporal_anchor": {
        "anchor_hash": "647f19e000dadc2b5a6c1b0e6df4e3b35ddb35e24d4870e95e3da1a6145d4a3b",
        "chain_height": 531381,
        "epoch": 1791417682,
        "previous_anchor": "97a74bb5e30264244fbaae31b02fbdaae971d0774ad407a1e74ca6eace781f66"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 12,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:11.345401+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-5fc97bb70ed8788341554bad",
      "version": "1.0.0",
      "model_id": "XavierJiezou/avatar",
      "observation_timestamp": "2026-10-08T00:01:20.580387+00:00",
      "observation_epoch": 1791417680,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x54b3733f6dc59083077193bea3dfd9b3d8ceb1e6fbdf0c90260e2fd9dbdaa311",
          "commitment_y": "0xa43946d469ba792849f697943e0135a4bfa2c069ddedfc6e708bc7036ae3e946",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x106b1d70dc9ccd74810df26ea54881cf18f553b72d8a282966962ce2afa0cac3",
          "commitment_y": "0xa43e15bc94a028785674f152e290ec6de8fee82cf2b22425154f4d46dd287800",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8a48b2c2c1b4f03d3bc74876d68b4a777e5811f9688d60adb32f608cecb052d8",
          "commitment_y": "0x587fe99d87bd107a28de651a314b78eea38e343e68dd2578d8f83ba3e63e050b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb4475a59d947674c807cf4fae7a9c45437f48dce750349c79d8c3dd2bfd0a6f3",
          "commitment_y": "0x23fe17279384c760e621bd4a2de71d71a435b163b2da2e08e0a26fb4746007a2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd0f8748e65d7ee74273378f0b29356c1a7d3cedd6ed6f4210864177acff4fb50",
          "commitment_y": "0x540319554330f5a4dc505dffbdb2a4daed1a58444457199cbd92020cc371abbf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5f48ffd7e3599f66242f650b9f3291f02836e2cd2c4147a7d92b219b0f55f1aa",
          "commitment_y": "0x60993600a25516f65c535f4e4d1602bd0520b5850913eac75268d21eae36338d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x5b16ca3b4b541387da26dd80ac17e6bf2341ae5dd9c451e2a20d643980746708",
          "commitment_y": "0x4dcbc765385420ce7b3e491f0147d54fc10b7a72a8ca138c5339141c265d337b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x654f766be53d721a8475002809b780590a0293ef27d9a8467c67d930a88d50e6",
          "commitment_y": "0xc4e8f6deeb82fc3e79e5e0a1b3d442adc7c31e1a84d53851eccf6fea2b419e9c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa7e720c6aadf95e02769873bbedd04ca970972f52344a58cea7c54cdd2e9e2e4",
          "commitment_y": "0xaefb06346fc4f9439d6e3d6c35e6ae66b292653c0dda256dc92adcd279c68054",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9177dfd25542ad4b86d5cf2288a8e2a5f51616cc09112f66084b8ea3bc1c91ec",
          "commitment_y": "0x6d89fd8b653001e93b202b88912480eb35139460c92d30f2efb758c97c54cb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xe4e7b084bbfa25c9dc8b4344000eb42e6d420a8b02063bec11166502f16b5e44",
          "commitment_y": "0xe918d0e5623bc357ff8425ccecdb6bce17b19570e319343e8650d75b0c27f4c6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2f21dbde1e9a45acdf0ca7bf343dc355993add464152ca1653ee3b3a42bc33da",
          "commitment_y": "0xd809ccb7fe1f5752b076ff698ca2c515924a19dd56957d0b9266fb988b27c9d7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x289119934efbe2999f193fff476ea9a00a1bf6365c03d89f26b801bd2fdd5dd3",
          "commitment_y": "0x77b26e39ae0c4292fd1b8ca28671e00d26e7278ae7b4d002504485754d380a35",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x31399663e633633e92e3fde5d25ef1f80f1f4910e94fc96c1bf5603e3b0053c7",
          "commitment_y": "0xb8a531e025cef99b58453b9c4b1111845c63007230d41ab2aebdfbc7df10baa8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbed4a1017399b3785b6b85b289e3640ae679bcef71a4067e1226bef89d0f330c",
          "commitment_y": "0x7cfc2259abcdeefad12f0540ea8475bf322957f5c93dc3995f0ee5f368e0de56",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2d04b9cf7255192df62cc6040619cd32ddc779def747d8c87f412b95e05989e6",
          "commitment_y": "0x29fc06a6100ea1b5df92dcea08f1280663b92beb44812b0032a90bcd706e14f4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x13a77b12f0ed56e021c42de2b2989c7bba9a10795876a0ddd70ed364a1586ec1",
          "commitment_y": "0x4e5aa82aa0f4f8f23e55277dbcd50cb8b724acaad395aeba1e288d97f5cbb03d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3f5fdefc70f4549596f11015dba4199934e3c92f1d1613c04bc4f59e7c7066aa",
          "commitment_y": "0xb9a6e0e6bdc1cd1fbe2b95fb58d70ff637630afd2342317399248f83f119e80",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9ef3773657c4abacb69db119d8ecd375c11a96fcfbb648c7c21b3ca16c4d7295",
          "commitment_y": "0xae98378b87cc7cfc52dd1f735c21c40ccd1f8b689f29436a82d83079d87d4e02",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa53adfb2abc37c7ee181cdefecc64b510f20217c4f4b1d652825c582b2edcc7e",
          "commitment_y": "0xed432c696c5275e0e5898c4e7541754a7bdc78a7b6fd2693ec8de9283f2342a7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "f4e1e4eafcbfff440f6b2b591675f5d1e9292fe92dd1d4c1e39f0daf230cf566",
      "temporal_anchor": {
        "anchor_hash": "97a74bb5e30264244fbaae31b02fbdaae971d0774ad407a1e74ca6eace781f66",
        "chain_height": 531380,
        "epoch": 1791417680,
        "previous_anchor": "64d3caca1640836b1a12a7c65c4ea2633697796f7fb82234c54cc6c682074d15"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.137698+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-b09657888964ae953c2f8acb",
      "version": "1.0.0",
      "model_id": "openbmb/MiniCPM-1B-sft-bf16",
      "observation_timestamp": "2026-10-08T00:01:18.083575+00:00",
      "observation_epoch": 1791417678,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdd1ba4352baebe294b31540bfb7ca9dd1b81c17e027c7e87dc59d887aee287da",
          "commitment_y": "0x8013f5cf2610460ab6fe613de1eb9cf5292ae41fb4419d3b48e85f993de21a0b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc9512c29b84efbb5e77a44a56053ebe2f349e9f909911eb4f023415fc0f8c40b",
          "commitment_y": "0xeef3ac4e90f85e7222b6e072ff384f27e630602416b3278f7886d34cb8aa1f00",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe04784a081fdd12f45c46a422384a30509a9366e2c5abfc0db3b22e28406451d",
          "commitment_y": "0xcf124ca75c208dd40f85dd2cf095ab3c28c16cba5c6c9fb326d4011c76fa5323",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb6ce5da55e149bb83857f55332001d0e035ee2cd375301d3138005827c4c88a3",
          "commitment_y": "0xda9a5b19028ca19e14df64b5397c10b5a3ebd7a45c1c2efc71fa9868f83f89cb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9eb41b2709887ec0b98f67923dee548cd37f7801a1bd8322e8f5b9a94ef0807d",
          "commitment_y": "0x58cf7c4dfe35047a4869a4eb92e87ac1ad4f7ca1f3ea90737f78b277329848c7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x8be13a10ebf732dd1b302d4e0211bb7261ec631c23df78fa27a2352df4cd818",
          "commitment_y": "0x5fc0a32798c092b25cfc5500cd0ad17ffcc3d014ec2c4bc22efaaf2f88d94db8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xd7c3fbd0bbd386232c58c921bb0b50672fb2f271e268f6e9ede334b224b8ec82",
          "commitment_y": "0x2b5e43e2c1f6ea96835b7e785cdec062a8798b7e591e7635ee07f25a22397683",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa10517d2491a660626b2bf39c11781cef3097660b7165be61b2595cae2dd8430",
          "commitment_y": "0x942ff85c7ca7821e8dc3a84542045b59093bb1e63c017d66bd681d6be7645031",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x111257c88046bbb3b7ff78c978cb5fc1fbce2021c031ca5f7bf9004422db3783",
          "commitment_y": "0x5b117e1a0e3e5be23c1fc2f94def2c010c5a77dc264ba248576c16e9bd237d54",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x395f47c0d7a60584397a1ec6725e8ea214f05df13cd0a7acdf1a4b45609dc2d2",
          "commitment_y": "0x2504d0fbe649bd06eb22035af979c851b075a0e28c90ec523e8f8b6bba798c1d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xa8eb1a727f371757211966fd8812b123db0ce3c5d36382b287b68c57cd70afde",
          "commitment_y": "0xc12b1cea920b31624e44afcfed273965fbac7af60c116a34d238119726ea4151",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe44572940a371da0b70534eb26b841c183d91f8ef72108d70fb4db03383f6f6e",
          "commitment_y": "0x1f3debaac2f8733e33d37234f1001be748bab00a512e4ae0cebbd44a8bfaced4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf31a4c56da53c1d0981c9d82240711d164a845e9383f344ce6f4e39daf5df59e",
          "commitment_y": "0x122c09c59d5deaa1ea42bd19031bffdb187ca03c0c10d61ba58add33581124f7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe6b1dc4ea4172ed4db56cfce850b2ad8e65f6450a14762ce2c70a593bae0fe7",
          "commitment_y": "0x17812977e1bb02174c6b9946899f7ce7e41f294feffc7a666f23226cf951aa3a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfb348698060b5e9210d053418a899c651cce2a5de9dc200b25d482e966fbec2d",
          "commitment_y": "0x7558d39a2610669d8882c7d3130912111a1de9315362aa684fc4336c38eee27",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x77394847b50dd554b574c12942ca68ff0d70fbc829c0e190cd9f1b19092a62cc",
          "commitment_y": "0xc13563d89b25b2bb24ea936183ca49cad93fa75c49a9393d8ff56cd552fd0349",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf09282d1ab3d523c575636cb28ecb979bcbf03077a38a0163a149b5e57e2c23b",
          "commitment_y": "0x8b93341843abcd69549f8fe6e6086cd76d9846b7079aa8c79805e358eebb27d4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x667120c50a6db726d55e2de0d8f9aad03b74c423990b472dcde3a468cf2a752a",
          "commitment_y": "0x6d9ccb3b9d7a7a94409a7e975a58691a1abdc00808d2425426a897487dd8a192",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4770ff02a7953df5123d2970ee90897cc792513ce45aedb071d1cfdd653ff267",
          "commitment_y": "0xaa843947dc27dab114a903bbdbab194094f83134287acb97af07d70e990c0dda",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2b240cd83d8044e703906314e1bae8685e85134d4c2ba0866f415f42f90f6031",
          "commitment_y": "0x909c60903dd1adb57d9c9a17739515984bfd3f56603237a048d9c70bb7fcef5d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "4d40be5adb9f805c852237d1c110159a4f02e595c0d1fe00e11ac95f87729809",
      "temporal_anchor": {
        "anchor_hash": "64d3caca1640836b1a12a7c65c4ea2633697796f7fb82234c54cc6c682074d15",
        "chain_height": 531379,
        "epoch": 1791417678,
        "previous_anchor": "1ddab684f231275b72963969e394db21643758fd2f5cb2ca300d44b3dea1b957"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.356522+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-00a175454e8e4bb5b9d46bdf",
      "version": "1.0.0",
      "model_id": "Armaggheddon/yolo11-document-layout",
      "observation_timestamp": "2026-10-08T00:01:16.428129+00:00",
      "observation_epoch": 1791417676,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd1e2eff3baa257c20b0e34ee15984c739d18d4d17e5470268367912d9a9baf7f",
          "commitment_y": "0xf30debd27648e569f01e9f124cfedcb99bf721278a91b172f7eac446404bc55e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9e5d958393194a3e4d769c6a30b37908726de6d71b1df802d738fddfbfb79073",
          "commitment_y": "0x2399ef949816d3d64b40f97c99af5760e57996e3d1bdd46cba090a57f8dc34d5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xabe2d490b2ca813a4c24d009f822a852258baf0add107b5521e6a577f045d8b0",
          "commitment_y": "0xf516c50eb7cb976fd0d37eb51ba217d269b630d211bb440bd17c8c4760ba21a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1b0b09b9f9920f2c04a0de1b4d4fb8cf5f2a01fb70e837bbf849b368e7b15d13",
          "commitment_y": "0x5b0624e20e189c9c1ce5dcaedbf227333657d4943dd339e2f7ffeb079f683db6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7881fcfe69a7b2b25fe8344864032ab233fcc32d55cff2d25a31e3c959e6c0ea",
          "commitment_y": "0x3653092420a3a1ed16b12eefd79a7b97298683e467dfd5d1cb99e4441ecd0a97",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x463fffc7e57d43932eae820de33116e3429671acf646ea79417b7efd1b853678",
          "commitment_y": "0x14d269d696addf80975faae28d82a1c02096ff68d3bc0bd946ccd22a8e9680d1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xe2178be6ad8d0234e07f83dcb20a8e24fb2c55ea421df6d94db47af13246277d",
          "commitment_y": "0xa4129742a5620703249e5e1aa3bdce4d1c1a2e0d6129a7f6ad87dc1083010965",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb4634947269f1bee71ac9f61fb5cdab41885391ac72986a56181d61a57c354a0",
          "commitment_y": "0xac5ab5baaf48e4d6d34928183544028530f4d62aa2aa0f123859b268c419812f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x7c9d89644e5cad95f798acb8fc76ee8e0ad0aa996194ca0037c693e938c5e52",
          "commitment_y": "0xa1103df1338537d687158e062aa88854fde20c15a94c6f4e6966d4924ecfe464",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcc190a544181ff48767b1b06576d4ac0620bd8f5e5f6218ba3e1a1a100642244",
          "commitment_y": "0x9a40494c4dc8199f2ff2203e054e9ef5042e416ee863f4e6f06fdf149650737",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x7e10a8f2be243862a63e2bc9550feff3b887f2cc478b4f76766a4f18543c08f8",
          "commitment_y": "0xb3d307fd0acb38d0bc0fc4e7def4e97366a1550fb20a1f7cd30aa9b420d56f6f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3407641dfc49063137212bfe707dd0c05e32967ade7da405508c0a99791c66a3",
          "commitment_y": "0x90beb6b335372443d8d87af12accbdd54d080d70c3a1232d981af3b631619dfd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa115cc17018a04599f0c5c614b2cb48a3f645c34c503a3e3496f372f53e2208b",
          "commitment_y": "0xfc51db24b8d533277524814df9f95b28fc5e1e278e7b96c6355f23c5f1cb3de1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x3991c4db03f8a91b4950fd51c0886787ead8180a37dc65b6949c9d71649dedb2",
          "commitment_y": "0xa8f6b7926a53061725461b0dc551a8d99aed2a9fa8aaa49e49ef16965939e9a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7f86b4306521b535f896148a85c278ca8dc7849064d88a20b654acbb868aa14",
          "commitment_y": "0x863a92a52d24ded95db492052a3f6f536919887a5e355d71d532bb8eab00e3f8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb1f290e0aaa2d5ac4cf0ef9711248308424c6069b0a00d0688ca56adbaca2706",
          "commitment_y": "0x487b3324d76fec7c4782c215fb21d6ab4bcb24f25687b1a22b592ab3eb4555ef",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x94e7f79626a9d16814496472e444c44f899620df5168c7f0c754a45e72c7b98c",
          "commitment_y": "0xdbfc883d4582ebb0125746508d017a421d5fc3d5d22dfb7f20138ce01d6b9adb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x8dcedc72768307fabbcd77f38af365095d04f5f597f01f152ed3eb96c9158af0",
          "commitment_y": "0x3c829ed16492db9fb68bd73e9b0acd88c3ad930791a25568b22eb0127076f1eb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd3e0084771620c3181be5733e0b142304bce5d10746023b303043439d623aec1",
          "commitment_y": "0xf039e268fdbed59fd3dfe7b3958816286cda34d10b9e56cc57c1190af083f80f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7ec32a6101ef1cd05f2a6e6f7740cbf34e516c8fe528dd0d4a49c2a7ce520c73",
          "commitment_y": "0x478f93d4c2d2a936ab0100ecb1745b966e693d4a70017e90dacee14a949069e6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "299d72ebb8b926834ced8010244bd727a7a070713a2114202a6d1bdfd677ecc9",
      "temporal_anchor": {
        "anchor_hash": "1ddab684f231275b72963969e394db21643758fd2f5cb2ca300d44b3dea1b957",
        "chain_height": 531378,
        "epoch": 1791417676,
        "previous_anchor": "cd6738ffc687dbc18b9aa1e81366c0bf1bb8bdeb6a2be2259ea97ddc9eeda17d"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:01.486690+00:00"
      },
      "sonar": {
        "provenance_hash": "496397de9515e7b70a6f587613e0f0802fec8a8ea5dc05ecb912cb4f3fb7f8be",
        "provenance_score": 0.4,
        "base_model": "Ultralytics/YOLO11",
        "license": "mit",
        "training_section_present": false,
        "declared_datasets": [
          "ds4sd/DocLayNet"
        ],
        "top_dataset_signals": [],
        "scanned_at": "2026-10-07T02:11:03.947023Z"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-01fc50fc2c098b94302de457",
      "version": "1.0.0",
      "model_id": "ybisk/piqa",
      "observation_timestamp": "2026-10-08T00:01:14.889039+00:00",
      "observation_epoch": 1791417674,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8ac9117562049a8d86d0644f1e495f41da6a29b16c88d1c1a7eb2d423476464",
          "commitment_y": "0x18138d1ca7c7fce1c7692e7e239424457fa90aef576fbe94341610786d0ee112",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9a8828238e8a4ed624eb15bcb84cafcec140141b2c6bebff35b14b5dd887e735",
          "commitment_y": "0x41ceb49b8486a8fd4ce0f9a17e6ede83ced135cd6d8141389789cb071eca4463",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8b4b8b57f237b8417fdd6b08b67a242ab2b1866e6cbc127639ae97d6113c8669",
          "commitment_y": "0x9201463b801eb6744441e0cf2689227eae072482fa366d965ada081ce5e5f186",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xec8078c2935823c6d58d3310f03eca123f801a3c72d07e9237ea8ecd269e6e9f",
          "commitment_y": "0x66e9e5f9bb0b7014ad20bd4497dfd5b880d2198c99e9597275cce58317a2d3ec",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x90df187dca8393fd8d7dbba7bfacd2f0baddbe9944e20216f8c9f2dad3998418",
          "commitment_y": "0x141d803e401132830aa3cebb60d0ebff6ab34a70bfc3c3c1967cdae1910a8482",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb788fc5a3944b35ab660c8342f2dfd141324e776be87eb6b69a53d612a3e58fd",
          "commitment_y": "0x4c7fc8aeb3fe1d7973cad6727f9e6bdd28869ad8716d005675de3815acc1d107",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xd70e0a480573e298499979b1e701a51ff46066913029ef2a8eb3ffacecf863d9",
          "commitment_y": "0x9c483120a77ac04bfa111aab0e2a4a3d232f0ac1499f2aa2baab1d641fb635b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe5b159f38b702a1a0110e7bf80087972c5fc8888f7dd43cb4fc86c7007fb6eda",
          "commitment_y": "0x303b046c1f3ebda8a57799cf2e7b0f9439df3222cc335e1c8f5795af07de9fb5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x17ea378767302c7159e1806dd72b5dab0c11eb631845dd49ee89ec2cbaccf89c",
          "commitment_y": "0x9ca215aede99bda632a408f68a2574d8ce298d9c8cf71657948149b09290e59c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb9d2ec65311774140b624d68e2695bd16890d06519f83026491d704e5775d99d",
          "commitment_y": "0xe3ddb3095dd3fd1c14a20278f9f7f1b5b9235880e0d4799545aab2082e43ee7c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xbe393d5f548b9aaae93e945ceef0cb6246223b3caa1dc60f50b8d61d2501909e",
          "commitment_y": "0x4f9aee24da5dfbb0285c6940f930e4c808ec2306ebaaae8eb4113280c187e79",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xabdd59418760a70f1a7af869e50affcbd8152aa1e73a9459b3ffc69e822754d6",
          "commitment_y": "0x54f2a42cbf658ea23ea038f90bf0e7103f10d212faf34937ca296b07709498c1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe2e5819b423bbfe591dd416405de183fbea457f861e63ca8ad3d27ea6a8ffd96",
          "commitment_y": "0x50a9eb9c05a211eb149a4bff96d82d0b77b0b460cc0b1cb20f853b3d42577df4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1291f571f4576efe5c09387984faffa09d5a29203e41c58bcebe1110f590fa0e",
          "commitment_y": "0xfb1c940aef4765a8b84a0bda610de9a9cb7e3c09a507ffc43a89a014dba77476",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa5607c3db47e3f7f2b7f4c90a2c6bd7c8624f4bd406957e08c883bf69bcfa949",
          "commitment_y": "0xec6c7e329d4907c6de1450507460b6983ca39d5479850aea6ffe021325a9987c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xeff46910e1f67b776f10efac0d8d011aa0c4f680a5fcdaf1f08f7425988855f0",
          "commitment_y": "0x6d184cba89bcd46280419575578e2bfe29932fa70a183de53de96cb3e1491552",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xad28a19b8fae918fdf994e5bd93f4976e2038fa78b4828be9dcec5148cfa8fd4",
          "commitment_y": "0x768ec7bda281a917bf9e29dc763d6628d92bf8628c8d3ace6edf4bbc7e167bc8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x32070d6a4a157c1c8afe0fb241b19138fe49bcda8b2e4156646f627b260418",
          "commitment_y": "0x6204f4e2a136621cbffadcd1a1c36dbd9199b114ef646acb9fc76b21479ba7d6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb6861477f454b63a800a823756260d01cce99cd0b0e08debc1f080c49ce23176",
          "commitment_y": "0x3471f7361ff19b1476219720f34999eba9eac305065060a0e45c26f10c788119",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4811bf54fc0b417da4bbdc2d6bd675fc6adc4ed725b1222dca7598c1827148dd",
          "commitment_y": "0x5518079a4a476ddc76f50abcadf7c7ccad15dbfde85b803e0534a7b75dfebc36",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "a3d518298c0f0cee62d9f082cda1a5eaa54e746d8dbf94ea6d2d4e2ff1205c2e",
      "temporal_anchor": {
        "anchor_hash": "cd6738ffc687dbc18b9aa1e81366c0bf1bb8bdeb6a2be2259ea97ddc9eeda17d",
        "chain_height": 531377,
        "epoch": 1791417674,
        "previous_anchor": "bdfad1e443b9f98a9398e06df8240daff83d16de9a724caca33f6d1c123bd401"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:12.286183+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-b37a9f9a197ba13c00a09edd",
      "version": "1.0.0",
      "model_id": "Gidigi/gidigi_eb28d132_0001",
      "observation_timestamp": "2026-10-08T00:01:13.435971+00:00",
      "observation_epoch": 1791417673,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x92fdd13c1f4c0b192fb76a8b0230475626305331570af245b909d1d3e5b1a242",
          "commitment_y": "0x3372cb8405733e8b6e52d293c3fbda48c530ed322277d669e113f5d460afe75b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1bcbe3204e00723a340ddfdb56ad3e3e95f22faf8412dad4e94bf6117838f3ce",
          "commitment_y": "0x58a5d1b47fabc93c00646e2534c47ab20d4e6f325a46cf15b67edb3a403cc012",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe8b49326aa9d4add6cbe43f178d2da5232e4a6f0bb44b1266fcccbb8d23c750c",
          "commitment_y": "0xd81b948a5e5d02e398cbf055f28587c653b4ba8774ba0d0433dceaeb3d58ea31",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfebeadb9c95f521673335dd5add95363c596a101d2facafa4505d71e0f21942d",
          "commitment_y": "0xb4e7651a5f487c961fbdcfd78a281db8025564d47ae12a09255ad26097f83b43",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1cada0725d231889635212555de3c87dd32249c47c17ac4a5970a8732590c4cf",
          "commitment_y": "0xbbd930303dbda8c95254e4389f86d958c11bc5207092999b567118af5b67e838",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x58b560c02c8914e687ae6b53dca07381e290586ea3a30a32324dd4f11668550f",
          "commitment_y": "0x8c1a23ec38c99c5601b2bebef5bd5389b39a073193c93c9ca387162db739f892",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xba7a8eb9bfbae3b2e4bb6ac373a408b82cecf3cff0676887b7630372f95dbeed",
          "commitment_y": "0x5d875d6353c3eb14e1e2a713ee55a389c394dc0f42829d79c419449e0f399394",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa9fe47de82e8aa58133d7d50c47320d13fe6a17dc6c8783ec0d0fb36c3914578",
          "commitment_y": "0x2128ef9cedea3028a7cff593cdf53030ec9569a1603654fc435a00a0828bb4d5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xc27bf5a8b8a1a9f804c74a01dc2e44a0bdd392f1e6dfef9e4ab8575b763a2938",
          "commitment_y": "0xf29a34f7529b0f76e8b9809c1098949176bb92342e5636b71366b4310a119746",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x91fb077b97f8f0f7d9e66c0c38b842e2f58c77c76830b0f54cd89db6b3fe0f73",
          "commitment_y": "0x5fb576d767113613b751600bc7d37c6624d3df3adea16bdf526aaa3837923b40",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x67668568b14f4ab27eba782f1b0dc98541accc8aed5122059bdcb845b3268c6",
          "commitment_y": "0x45f85f0968ca0a72d0c61aeb7fd200e6511d3edde1e284282a2cb39fb0def6ef",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x34a4a47e11c1db6d306bfacba29fe37c39b88307c16486fd39cfbc5467615cdb",
          "commitment_y": "0x75987ff36d737ec1d2901c7efc1a510ff6af81686acdf6cb58aa6477bf15ee3e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe7e467e1a2901eafd023d6dfd4e02c3ab47efcd770053ceff9191f953aff0ba4",
          "commitment_y": "0xdee8e5c88ce0912fa96d9b6f6f1eadb75bc87cb791b4c10c84bf8f52827233b7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2d5a1e42094af161687dd1c04f7b20311d408b21dd1b64d829ae584a514c3b00",
          "commitment_y": "0x5b52ce58830cc854f6437825ea23ca273400080d13d67309cc4ec39e6f546fd2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcfa5961b883b1a96ad6ad25052e2fe0bab11b4f342c91c3ee3be7d2345472f99",
          "commitment_y": "0x92c77ab3de93953e3e8a8247df19ab8ca364a3a8388e585988cd5f0fb237f6fd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3c732cd0af2e4833bfa6acaf9ca56364b86c0ecd79a69e4b9337f526641cec7c",
          "commitment_y": "0x827127a6096e8e8ff5a53e73f70adf814549c21d81938a6a934fa07a8591d04b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcfa99b0719a6e0d9c9342a42fc851e203d23fe4480acb0eff1a9e883c72395bc",
          "commitment_y": "0x3be28eaeb45bf99027676f4a288f8d87a0978e8e113034601f2744eeb2d38cc1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xabb5accebc46a7b71c516236a4ce39f302eee5c614cd97b23dcb468b7a5def56",
          "commitment_y": "0x6162ea6ed3f7952b4bbbf9948716fb204d6e9699ddef71c4e2ea097ade4593c4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x98441f7b0483628b38630d9aed30184ea97224395afcc534a280247e376f2047",
          "commitment_y": "0x94b9db090946c43b8e1a9ea6a8218f8c8722753e4e0b25c9f25b144ccda702d3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x40f6a2011f651a96d9ebfa65037331ee326948443f3a704b3a5f1fc7d004b6d2",
          "commitment_y": "0x311d2fbfe0e2da50543a64bc530ae70f934e54e25138fabf009723d17ca76a64",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "85d02859b72cda3bc8d2a70a0738fa3f57845c0728c8358732b278a1f38e128d",
      "temporal_anchor": {
        "anchor_hash": "bdfad1e443b9f98a9398e06df8240daff83d16de9a724caca33f6d1c123bd401",
        "chain_height": 531376,
        "epoch": 1791417673,
        "previous_anchor": "cb31956fc5833e0680931a68c704156dbef6ef583b72a1695b90a02a0d9cb7ab"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:02.523492+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-b92b0e16f8afc8d972f7d9ec",
      "version": "1.0.0",
      "model_id": "pslime/Depth-Anything-V2-Metric-Indoor-Large-hf",
      "observation_timestamp": "2026-10-08T00:01:11.078723+00:00",
      "observation_epoch": 1791417671,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9057951cc8104437cd0df42576af99d9dde92b31749739ebd580f8f7867c240a",
          "commitment_y": "0x16c4ded648141313f17003fcbd05b11c2b0900f3a6f7914ba8dc6600bac66ef",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xff28bc13f5e8602de237b5bef3c8f68f0cbe989f68e8e66030e5d0ffdfcef0da",
          "commitment_y": "0x97a2aa78e495ff88cd594546a76b64546415b2062b37b2cb308c39fe42ba9304",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa741ba586d85fd38734c154dbc114b02eb02ce4961dec095b1f72910d95bd503",
          "commitment_y": "0xfc6bca391dd65d46adab258a77aa38f533a8dfa89d7dc7ae7767fc84548d418e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2d1d359d14ed06d8e71628a0274161edd2875f8cd3217f48ae41830c4be26cbd",
          "commitment_y": "0x7eeaae8a820b259cf3beffa2b8e1434d2e914f9046c7ad745deba2a86588d9c0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1f065c62b45d9350af92ca48d65cf82b0f8adb38ec70aae13d0dce51847f4588",
          "commitment_y": "0x2496a0b846a4ceceabf5e58aa5b0711fc0d95aeb2291618640bc65dc15e14d73",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x54b7c89fd81a70373d1ddd610ec53848b41d3aacff2196eb17e24846f70675c9",
          "commitment_y": "0xcdc3937599cd35b36deba43cc2d9a50e0719d74370fa9a4a30312d0a4e82d289",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xd364cf765e6a879a11a5d56d24af05e4e9180dcac960bf9a55447549ff81d49b",
          "commitment_y": "0x4fe11e0b2c1aeaf5150f4a327ee6b276528ab1d5b178d747c67909c025808d62",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf262f728f0f44cb13a3f6e429964b76287523d7e3a150a7844dcd6ebd36d153c",
          "commitment_y": "0xc6e422b5e36d0db551a531b03ab39a07263d0c504675ff086c4d52535eb38529",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x5a28c5d3ee3b8dff4e391efe154ae2efea559f38ae79e7b95348252099af3103",
          "commitment_y": "0xc0bc08d24910a5f1c30b859be61cf1c12fec9142ed14c9dbe1b207099c950f5c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1d4b3a5b6d88dc258d246134fab383e446831b99cc995795cc20c8b7bd772cdd",
          "commitment_y": "0xcf7db6bc0ac2cd4fb66bea42af5d49f7383e0d6c5874a0af13ead6e831060f3b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xa162e3bb23d6c154d9298c1ddb5c2d27f7970f1c137f86489435abd513947281",
          "commitment_y": "0x9d790f5779e444cb0593085c455e1d02221ec1e7bbba53badce5e4ba58847024",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe8effaaf8dbb18a85298fe2db1aa756e3987d17f75d57b327424745486fb0319",
          "commitment_y": "0xd0e360e56ea2fb251bbdcb9c437c055eede7d6aedc5c9e727a7985874d10d06c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc637f7dce423470e7836e9d54b616bdb66cc74c1b8de483335bc56adb663bf05",
          "commitment_y": "0x4dd30a4e26edbd4144a974f6358c1cf2cef0bbd33ee85a006b151d777616edf4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x56d220842d8b0e7e82e2ce7f4b382d9fd4e58d7aa921e7893285df477e5993ea",
          "commitment_y": "0x62fce7ad584009506627d664c43c2860a2c13be8181ea3662b2d69d322fcea76",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf82eb924e3423880cd9ac0c436748f2f9f50720b669c7a3e818bd0c6185f17a8",
          "commitment_y": "0xa1b371a15b5cce7a5e173bce5dfd7b491d1ed855e83847954b38038ca35bfafd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xca6337a8c1de4ed6438b50103dc52e96e8f192df16d636dd2f0d1b66118e1651",
          "commitment_y": "0x6f3a26dcd0528c635037694a63b2f8b0d615698909e28a20172d90d47168d952",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf6881843dc8af4a01c6747f0ec0aca65d6d5316fdc6b4c1f43e23f0f87beb15",
          "commitment_y": "0xeea25d52ee215a389c0b99eba144d14fbccfc39b62500f62a0f2d58aecc1453b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x720db73d2029234fa450cc1e761dceb880c50928a7e2102c491fac38c0b7fe5b",
          "commitment_y": "0x3f519c953d6f7a613e3dfc1ed89c2aa9ec4fcd9d9248d43b73fb51244f508752",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x82d8716986448b9cc63a8ba53f906cac6f1f1a931f7cf1187b3a2697766dd5b4",
          "commitment_y": "0xfc909d9ac48e3a61cc5542c98d468a630404cd3edd854c86e1ce03fe17176a66",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xaebb67286a767385cedaeb0b36060ce36112ecf7847c3d4cf38181f2d6294e42",
          "commitment_y": "0x3fee145580afd24c1df7e232e532b5558f4bbfd89b3c738d7046e28c13e525ab",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "9202f4e0ecd32481dc6ddfa87c1b5ac3f01c95555953e4f8bb776074249d1ade",
      "temporal_anchor": {
        "anchor_hash": "cb31956fc5833e0680931a68c704156dbef6ef583b72a1695b90a02a0d9cb7ab",
        "chain_height": 531375,
        "epoch": 1791417671,
        "previous_anchor": "3d89709216b7da6beade873818f63ce48dd319f9bfa1cbe40aa534604453918b"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.653999+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-3c77282d74d1b9f508215ebc",
      "version": "1.0.0",
      "model_id": "fantings724/stable-diffusion-v1-4",
      "observation_timestamp": "2026-10-08T00:01:09.516762+00:00",
      "observation_epoch": 1791417669,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x36de32b775afe28b883dbda719bdb90e451070c18a6519a1b8553b037453910f",
          "commitment_y": "0x949fa6f3354a4844368b86209c5c1009da00fa5fb761fd45eda933b9484b909f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x141f93799b27f49760bbb55acd1d6338bb8b3c3ab3ac1a813f4d9356446cc1cc",
          "commitment_y": "0xe9da5f5016ae90499354785269bffc40cfbf4a57c317116b2604be40323a8f62",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x6aa678a78837ac9674ae33993d6ed58681429bcbe00853ea344e40b512cb6d5",
          "commitment_y": "0x57f4e05d792e1e7c57aaa8c223b573622aa94615f5e2b2216bea297eda8d4bc3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdfcf0f567b545e5cbce04d9b4f62182c0d7b81c92b8847e668e891df9ce3918c",
          "commitment_y": "0x4b1c1716c5bdfdcc832f1d4196bcf768a04f9364569d0c69071a3de793d68e52",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe932604b48a196f37c663e6832136df019b1aab1f2304a659ea960cce59d2a9",
          "commitment_y": "0x3d8217cc18d95dc647fa8faa42428f4dd4f6a279e082de9ffa541b8bbee60b91",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x39e1062b7bc3c68f5558aa282c1ba9d43df580af61e7bf9ce711708da17f9cb3",
          "commitment_y": "0x75b72f4177377b8bac662efb661fc64363e21144645362d6e012fced2b17ef8c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xca005e181ce6a66ef859c313fedfbb990784adc6001881f457be956467fdd82c",
          "commitment_y": "0xe245f5914471812434de045a5d105add0461d5c04976fbb99a7f16b732e69478",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x49865a0325d4b27725169f7d3ffef512662d72c5c6e7f8223477c78d5208b07f",
          "commitment_y": "0xcbb8b0477a24bff7e72aaebefda8a9cce0b85a196f5c3054a22ec4f8bce1b52d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xee71130152dec3991242963eae58464e7ab84729aa3329d4c1b616699f9a593",
          "commitment_y": "0x8ed62ddbf1df3ffc8d2cb6e7fd5eb5133ee2a0000c872f7be3c06f778d59f5ad",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf317d0743df59e445f4f983f5a7c7c84033c99cbd1ff7b88e06199fabba97444",
          "commitment_y": "0xbe3f98ff882eebb4a349ecb3ffacc53647d38de6a0992dd72bc93176498ce739",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x4ba321811919bbe89470dacd7804c2c3b357290a7c1557ce131319e78dd3c44f",
          "commitment_y": "0x2ee63da9afa659f721f47428bb459955819801fe98142ac1918a466678fdcda",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5e65df021c220a287e5edb2a44f6225ff80b8484fe36b5f1e7454828ba12bd04",
          "commitment_y": "0x1597639f11bdcd1685c834624a7c91b1e249747e2b5364283326f2a2dd4268e8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x69351870e5dc0750d995b4f72f51b13d43a0d40e78d0b520b6b7e215c968a1ef",
          "commitment_y": "0xb6d1016cd03e0132e45aad3515e9ee64f5dce2981dc34fb4c740f922adf937a7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x313b931b114771841afd52f6a92bdd904bbe6619e983d937dcd696710fe30a72",
          "commitment_y": "0xc08507d1e64a816a57863aead73377c4935074b3ddf18b74cebe53e997bc8a28",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x5550d5bb7d9ecc6ebecbb1f44e93d2295997411d0943f2f39761b7802b6cf293",
          "commitment_y": "0xb4d167ea236381275c2495bedbd4d45d3f8de85eacc323344a7f85751c5208ad",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xe1e5264ea96fcda72f355da386cd31df609dbfae11811de1a440d28e6cbc4dd9",
          "commitment_y": "0x21e13d0940262ca75d2c41a0b412b9ee98e97d5083cb764ed14f12a0aadf88c4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc1194621266ab6714b44d07558d3daeff8d909e11afb1c41947c5730ab690a61",
          "commitment_y": "0xd9a10b7013bb0b6af0f49dc6a13d88a3edcb205e9485f6874d6fc203927d0e7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x9c35ac3a29f7d33918b8a093e726ade52f8daf989ea04b9704b84e306d79d607",
          "commitment_y": "0xdb93fbac841e039bf3e066982e1ae270b0cebcc3b81f34eb281e07793cedaf09",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd1a86494ae2990e4cca8064ab9e53871b2fda8741d0ae90a3e068860603bc88e",
          "commitment_y": "0x12ab7c11b588596a4877c8d74e303c20618f823d2a54127ab84e81b2c798ac80",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5cdf71907f0d48963fa2210ecf5b0f61d2ede593e8338d16fac9cf0c4d52dd40",
          "commitment_y": "0x5bcb2cf1a371ce1f37d8d5e7237903f089c39eb347f9d6dc915cea766d6829c9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 9,
      "present_count": 11,
      "highest_severity": "CRITICAL",
      "merkle_root": "7c7bea121f059e47a7f3b1172e63e0d328338401b3418c46892e13eb48f01ce0",
      "temporal_anchor": {
        "anchor_hash": "3d89709216b7da6beade873818f63ce48dd319f9bfa1cbe40aa534604453918b",
        "chain_height": 531374,
        "epoch": 1791417669,
        "previous_anchor": "c05fa5e20f66f21acd91f8bed48075d66511795197939dbe1df7e3ae0ba964d9"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 7,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.469040+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-e8987c5e5e3674a46a56fca9",
      "version": "1.0.0",
      "model_id": "openbmb/MiniCPM-Reranker",
      "observation_timestamp": "2026-10-08T00:01:07.922057+00:00",
      "observation_epoch": 1791417667,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb20b19fbe01016bb0cbec45ca7eea0010749c474907744ce16843a1a5528f022",
          "commitment_y": "0x7c8e07c5b926d2dc9fe25ee21519a2b7bd97d6cef9b1a21d4991fdb2bea952b0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdba647a7807f06c3b8fb32ead0de4eef1838b7b4fe34c7a39e02cad401f6babb",
          "commitment_y": "0xe5d634e3fead6b5aee1909d5762a508b7e35178a4f1cc3d7b800568c82c12043",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2d1eede842ad6779a11b8693956e0dcfc971aa4ac837c9673a59b38e16bc1bb6",
          "commitment_y": "0x76f03713a50ac8537ac395b900cc9a4859ecb6122df16b3547fc6c45e8718730",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf3dc99a1373871a8433d8bee000cfa9ddcecc6548509c7570d7c956e0c9d2d75",
          "commitment_y": "0xba940aa4935070b7d61afc77c191116815bcdcc9747561af1552b831064923b4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf37f32d5677945cbe8b4ec6a5daf3661f3c44727ede20896835c8dbfe2d03e04",
          "commitment_y": "0xcaadbcda49c2703998930bd026afe15b04378a5df4159626a54ea4906891808c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x8cc2b88b1b2461f3c3143aecc50766367a6767bcc1924952de42e8ec1faee132",
          "commitment_y": "0x8b966f14e6e4580e0ab6769f1d8c7300efa8e3a1848b6ba890070792980aebf8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x5cc486f41d4b2fd74b6dcf2141ffcdec3d94ca41f74fafb473bbc2eafdc4432e",
          "commitment_y": "0x4693ab2c63eb8a18a95f8c043c8bf5f047a44a44506040edca18c6900cdf7c5d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6cc9fad9b8120b4f52a9318544b5cb25e426a3e790b06c6949ee9d8b8806d4f1",
          "commitment_y": "0x9fc0792b18fafac52a20e0174ee03c483acc3f639a165d8924a5e5464d5969bf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x37bd0837e98f21ac9fd186ccbd9c6c3ec6445a8190cb3ca73376cc8528fdb98a",
          "commitment_y": "0xcc61874c44979f49a27ddc750b6de49857718a554faa4521b1bc240142f374ea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x20300076a146891ccf7163e1dcbe126143ef50d071f552d4e50c1cf9397ff6a9",
          "commitment_y": "0x961052f51b4c1250ac3463a0ba9225c40575d76d873b86c55ab74e8cfea90027",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x2e89cf6726a0af06cf5d13dddd9d42fac94a95729533de990c0462d26aa94c3e",
          "commitment_y": "0xe508a7556afb2e1f0896f7389585f58cd81e4472ad50de709bba9c4079681cc1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xafbcd4a21f92d8fb5fbc35e504f5a350b5fed4679a305b838f12488ed6ddb617",
          "commitment_y": "0x7db258aa845fc4d723daabdce8e405e9b966258ad8b46d30a37c0de665108d28",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3583543c2170367966725e7299077740688f043dfeb1607413af49b223aec7e7",
          "commitment_y": "0xc1363da16d58d25a8b18dd76dbed96cc3314242c8ab2739c64e26099ca9cdc24",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xd1b246db8c640d40f5a0059b04d8cf0231942afd2a3ec47dbe809f1e37c3d156",
          "commitment_y": "0xfa9d8bc76843387a70e0e89a7c946b0d7ad30a2e6e5cb77652f30bc95c52ecb7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x51c2beaecebe273e038931f520df866f1623fd5f1051411c8aa26f0e1fa5d613",
          "commitment_y": "0xc18e2a91b0f180db78a82400401a33bedad63cc28206d9fc7fb6bcdf072867fe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5bb04b13846d9ed5d38d1527a2aac4a26f85b71495833216d023cd4939428b72",
          "commitment_y": "0xda2b8d251a61bf4e5e9fc6a406e52940b37aae1030e50e63de6d22ec287ff4e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x90c03e5ce64aac596f5e501dceb159d9b0b390b6901b531dfa5b7dc51688889f",
          "commitment_y": "0xad029ed2b62e87a076c479bcb2930ece62536743acc834ab087323817223764e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcbb2b3cb388fea27a64d0518381242a888fa71d2357612dab691053b4cbc9d38",
          "commitment_y": "0x943f8657c6b1030eeb48b50997831d81584ed67c6bb477649b1ec1a546455bb4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x52fd8b6d1881fe1374e33b3307413aee973eaab149f73e12be7bb7929ca142d7",
          "commitment_y": "0x667374e29f6b108a6d45e673ba8110e606259da17543b8d02906d6ea6f9db613",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7ee074b7faa68f6d5f6320ebade8398d9505466288d7017262b167bda412b71b",
          "commitment_y": "0xced4e29af2d061c5c1baf5be2101a35cfb442da76c769127281c96f3c71b980d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "2fe4d5999b8f604f4bfed3da8b7601ad844a98179cd3352e41d99ccc575a401f",
      "temporal_anchor": {
        "anchor_hash": "c05fa5e20f66f21acd91f8bed48075d66511795197939dbe1df7e3ae0ba964d9",
        "chain_height": 531373,
        "epoch": 1791417667,
        "previous_anchor": "365e837b7fa280cea50586e966df6f09b7919fce3f7481ffddffe721b55b2e4f"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.372295+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-e1e8efd4dc1cb0118c6adfbd",
      "version": "1.0.0",
      "model_id": "timm/inception_resnet_v2.tf_in1k",
      "observation_timestamp": "2026-10-08T00:01:06.001280+00:00",
      "observation_epoch": 1791417666,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4beb52a1871c983ef2c58e7cc52cc256d7e129d78962ed35fd9924065dc377b1",
          "commitment_y": "0xfc9da53e31e99c296046d054db84dc883ac0aa6f01759f7236c216eb7de4f999",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x63f2f16c762133c51f6f39bdb3983a7288d7d0f3e9fc9cc93e61711598b5d6f6",
          "commitment_y": "0xda0acb89f28d3635062b6ad4a35fd626d384d3f9ac088d253e487e6661820c22",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf6ccdfd84878488db39a5740815a33faf420cc26a7561389465b85365262e67e",
          "commitment_y": "0x9bee1fc8adef44622797720c7c816497ede7b3f2e5e6f329aed5c944312507bb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6380fbed8e43db7d7c75bd6b3556892dd051b3064177b465d980835fe8c31aac",
          "commitment_y": "0x9cdc338458bb559f069c5287ecbabc0e3e12833b946d1fac6542152cd4e06c43",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x437c3ee387e1714a34ae88a5ea4f9d79254fc75ba78ebc582cee35acad1c006c",
          "commitment_y": "0x9c905cb6fc2b34283f50b99a4c2df71997f0ba57fbbd1d086f4f618009689128",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe6194cab895ae02d54b93d66e65a26c6370f74fd21a76466681522b2009306a1",
          "commitment_y": "0x8ca59d30e036f6b9cbdbad191f55419904859ffe0f4c5ab60ea22f1f1e982fdd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xba0c7dc5512e8026dfa51e1ea05c3f8f85daa1cb9da4e0eb1b73b925737b0735",
          "commitment_y": "0x8a60e20d9b45445838c4f2dc035ac7d7dba6ac45f1b685259508e46881a5e0e5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x15dba04ed5902a9e385c186d0fe43d27725118e334f4d16cc3fc24290ddae787",
          "commitment_y": "0x590371af286541252bbbdca53f01fcef2e8a9351b43dc1ec0f56c3a9cb371d9f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf464e408f314859a52628583f1846b83e48b9214e3db6e7fe610e633bb2fe12c",
          "commitment_y": "0x5aaaedc1a14f8442cf9ebfa60b1a640b1a6f3e58049c69e02499c70003270c94",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6ee95904cd1b4be751b89727b90c673be82300bf846dd33b71871a0f387abfa8",
          "commitment_y": "0xf6a37b9cb57c6b6082131cece5b648638c19c96d852a762c9cb0a2404109c85d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x97e796420e94667e39e8a17c03f9bd530b9997691bd9f2393ac62bf99be731df",
          "commitment_y": "0x5f21d67a431ff1a6f1f2562010155e02905ae2618fda01cb09efe66e1f17828f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc178dbee476da78d42035b1eeb5f596ee7acd177a0924506f9b0400acbb6c8a2",
          "commitment_y": "0x689a8d7cfaf5a06e8bf149e34bc247e01a1895682233abe92c2f3d0b5cf7f3e2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x87dc0b6b6f6708179acc6661f3a3a74ccdb80d5f686740e4bcbc148e5cef73e3",
          "commitment_y": "0x9d4c4199e52f605aef6728dec05b2c78882b019b84c069327677fbf6a6eea01c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x300369998f020c126d4a5538436d2bb2862bb52d0aed09cfdb8929e3f263a52c",
          "commitment_y": "0xf729f5f8ad5bb5ece1fe241f4c5cf0c8031661e64fb4bb0c91c0075b5b334a61",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe1609a62fd05fc16850b04ad6f0bc896a99e67679725501781892b53191deff0",
          "commitment_y": "0xf463ff398ee5a87ba907c62398205da67444ddeab55d3e570aab7b752ef6aec5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9fb5a30cee405791da8e684e5d748074d4d5b5cc793f2a03bfeb5486e558b1ba",
          "commitment_y": "0x8356e6b1a15f1e335a6f428f54139a84b8ccd138242363b947ab4ca6a4e6958b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x772fa5d0d1153ac19e6248b115b57b7ad1463c96b1e155d9e50fb42debef74ea",
          "commitment_y": "0x9c7c78346a755ceade8a1c9275cc47b819bbea83dc11230ed28045d104d6d450",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2282831ece1776b13bb8834eb66eba8aa64cad0ab35e3670f4df9ab031799977",
          "commitment_y": "0xea0851e5191d884a5df934794bf216d34f699ff92dbde360fd901d48060a5bac",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x30ea61338ea1d1af39cd95d63e30ffebdb5564e555859e91312ff37b1d606201",
          "commitment_y": "0x72c50fa126e4aa258521c23f735fff49dbec45a7180644859a6097cacc1d5d0c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1ee111901a6fa5e221e86083462ec3e409347c6d66d7855521373c9d239b1ef6",
          "commitment_y": "0xebe0725e8bcd246896828ca6e3baf8363960571a4e9d2bc4682c3a14d03b9059",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "85a3c1c1b464264561e7c76af5dece68880022ed497630d5ae3dd26d8d9cb43f",
      "temporal_anchor": {
        "anchor_hash": "365e837b7fa280cea50586e966df6f09b7919fce3f7481ffddffe721b55b2e4f",
        "chain_height": 531372,
        "epoch": 1791417666,
        "previous_anchor": "7b6379902b6723b2a547a8b4f36c93fbf56b55cbb08e7a214062f165c6aceda3"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:11.780393+00:00"
      },
      "sonar": {
        "provenance_hash": "e13a27384882a7afc2dff8681a17e012113edd1754d4b8b79d113829d02dab84",
        "provenance_score": 0.30000000000000004,
        "base_model": null,
        "license": "apache-2.0",
        "training_section_present": false,
        "declared_datasets": [
          "imagenet-1k"
        ],
        "top_dataset_signals": [],
        "scanned_at": "2026-10-07T02:02:25.227645Z"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-bdf02f2cf0f39401750ea22e",
      "version": "1.0.0",
      "model_id": "FarmerlineML/w2v-bert-2.0_2026_krio",
      "observation_timestamp": "2026-10-08T00:01:04.409209+00:00",
      "observation_epoch": 1791417664,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbec802ee7d64979196557ec9f66a8c890bd290e1df52e22e007676742f697358",
          "commitment_y": "0xdfb0af7e66bc3d0d3636925382a6e4de7687efae5b42a327ee9c93384b39eff",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x511dc18284b06f9019723a15a3a635ad87bf80a34c645779beb856a02801052c",
          "commitment_y": "0x818fe2188bc15be032706d6df2a854112d1e997e21b173374fb5219b9c5d89e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x237cb3e346330a00dd70cb809d43da9acc51047ff651042dea03c587dfbc1cf1",
          "commitment_y": "0x676747e0da296e892e6c216072c8f8290719d4a48e674a64126acc0a63a35ffe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x198e428f9b95a83a5f8596195118101f7b9035622e122a5def179974977f5bb9",
          "commitment_y": "0x7c3e6471f3f90902f9ddc66194e7fbdddc1640111ce870d4cc98af627fe2f411",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf5dac1c3b7ceaa5a701cc44e01a924c34cf16ee02ed68187425af52f88ef8d3f",
          "commitment_y": "0xf3bb40a4d3aa0645e0aabbbb01f40ada50fe01ba29b483472027f77c1ffa94af",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x9226450d02de9c7732175a9198d8546b6b6752ada65dbab2649ba9ae2b1bafd0",
          "commitment_y": "0x97b659be5506f533d86f5ce446d64e212bac27d9c0ca7c398ce76a6f55ab655f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xc837afae3d7cac711be010d5acee70f7658e1ae400a6c77ff9af6f855ddd4e84",
          "commitment_y": "0x145ef37bb86efff2b2d671d373263eeaca9fcfe8fa8baca81ac19bb1a41850c3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x55045dfc03d90754d054196f488d322a5e34dffbd5cefef99e25b3513f42c033",
          "commitment_y": "0xe79d1f1d28de0900f3b1443e03909373c83aa80b50bd746e02fa63575a58812f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xc3c8beb86287f00f8ade1a56485b9ddc0c88c5d75bd6bee5e54824d98840ba7a",
          "commitment_y": "0x7500986c462fd359a5967d05fbce3abbbffc71e03ab530a2126f4449762ba3d5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc2da8ac61c4a8d73e6475a53e318c268f0163e7e3d60474b2ffffc2fab727697",
          "commitment_y": "0x6fcf4e402ea487b8ca44b073857e0cb5b2a5e8d031064499901a09b47e89fe6a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x71dc3c45540b202c25ba0615bc0a7fa3deffbb9fb308308d7d7fe72707a6a5d1",
          "commitment_y": "0x4e4ddf7127a996edd45dbcab4b227b016d734ec4801c2d7bc1a2328e9a13a6f3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x923ef80285a2710233dd323d00bbb3176a0e7016af3456dbdb41abae82b204ea",
          "commitment_y": "0xed0abecb52667a0e92635f64e66d0780ca36d23a924ecd56a567cc159b85efb9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x3d411d8435702929d2b0c5836960cdc8106083cfdfe87179efcacee6fd8eb33b",
          "commitment_y": "0xb34f3f93475e384e1bf499ceeff581e36d7d15bb721f207b83e84717221ab34b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x87ecd15b6c62181f6382f39c1b766b7c4d7d1925dddc3aaec6e48addbfe1996a",
          "commitment_y": "0x2e84242a2a54451560bc96c9ed7713e345991c3369ca156e7c0834647889b678",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x6ca1d608e706492106a2b0d7c6fe88249d562659e63ddbae581afc593ea97717",
          "commitment_y": "0xd566552cbcb6e23d924b6ca5bdabcdcc97e4ab8ee913e66d28806eef509553ea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x745a118504b3d31b8c598b2de0c866ce5159017c942eff9df57bd66436f6291b",
          "commitment_y": "0xbbe246a8b9ee3b759ec726e330a327cd2dfa2dcd378d1140a230f2a8f02d9ae9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf90042af2484e97e0ba0f7d8914b5b211b956bbc92373b52dad9eb0f320da4f5",
          "commitment_y": "0x82b46102245aacd5d2b5f48a2e9d3b2b6381669dcdcf297431d0a39191419810",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xbf7d1eb7a4c62220f34c5106ede05c52ad003912f1581d6fca517765a7a083e3",
          "commitment_y": "0x3b70c6d9ec3106fea5e39da84cfdcbddb0860d9a2f0435a19c21ada08cf0a6e6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x552f1620dd8906a3624f9b0dcdea36c9b05705f357aefeea500c87a026e46d9f",
          "commitment_y": "0x72c44c4666cfab4740da67b5d4c5bf44c8b13188c397214ac43b796b073928db",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x61a77697c8bfbc306e132fd812ab01f3de6bf106772d4461bd032a060601a8ce",
          "commitment_y": "0xcb5818c19ec2989265420952a9a278134a3bea8e813a1e1d7f56d12ed2975de3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 9,
      "present_count": 11,
      "highest_severity": "CRITICAL",
      "merkle_root": "937ceff5d66ca977fcc2579235acbf8fef2b45d0f3c06e4142b3384374625c30",
      "temporal_anchor": {
        "anchor_hash": "7b6379902b6723b2a547a8b4f36c93fbf56b55cbb08e7a214062f165c6aceda3",
        "chain_height": 531371,
        "epoch": 1791417664,
        "previous_anchor": "72ae52afd3c275116c3425b18e061992fbec8e91c08408bbd5480c02a9570693"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(c)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 10,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:02.398030+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-30f272ea6ff07a4212f02cdd",
      "version": "1.0.0",
      "model_id": "Deep-Learning-project/Deep_Final_proj",
      "observation_timestamp": "2026-10-08T00:01:02.743917+00:00",
      "observation_epoch": 1791417662,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfc1a5e096f8b2d8ea5ebd24f8ede5fcbb51d5daf1ed9d7012ee592263e34eb23",
          "commitment_y": "0xbf73730108268c60fa397d8042a0aff1cca26d73011988ad3d7c75ebb99f3308",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf48f156637acc537a57bb3fd23b4da36626d52c10780376569c16e527c8f7f4",
          "commitment_y": "0x3dc77890db440a853b27a4531a0aa3501a6626d49ac5666eecbb3349f74fbd9f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8154cd41095de9acde0397ff99d34f70e66ca6f9c65901ba9a314920754466fe",
          "commitment_y": "0x2b16abadb29cc54916d27cab34bc16487ec1278faeb8167d487242f3f2207b28",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd4b453a79220f73d1b369dbc1b359db0b9fead591bed080bd69096da2363532",
          "commitment_y": "0x3a6561808e60a862a38ac001a7c7a1b564eb49f5cfd93e846e8f2d278a928419",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2afce702783cab28402b1926fa589974db600c2bb898a75acb7a3fac276ced79",
          "commitment_y": "0x4f92f5838d4d7c736b24ef99c8e8b470fe742a4d01829574e8788c169ea63a71",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xef775adf6040842f905ccf066db28cc25307b44f0cad730fdceca1bb87183c4e",
          "commitment_y": "0x480176daa651a171f82991331a247452c20cf225597338e97faf96a9bb94abe5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x3ead5446ba5a56b1c05c5cf170102d4b15f2ef208fc8405c000b3b2f8a0f9981",
          "commitment_y": "0xda8605b4521a7cd7088edfab01b339ed7fb891ce17a067aae0a0b879466cf3ca",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x59d7847ffc337a5a737138dd6165a9ec5d00f713b40608261b4072a0f22d15ab",
          "commitment_y": "0xe74243d71583f928c798e11be9f6502e77d309eaebdc79e83640cee4c44ebd44",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x9a864871e0054f71a50b58c8ea9f9ac2f4c09b1147785ab5e66d9d7b25290a8d",
          "commitment_y": "0xff688961b4c9a766590e075075d6b75690a7a06b9590ebb243e548060de22e61",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfd54400adfcad31b9596eb5453172408c09e37dc37cf95a1580fd16cce6e4226",
          "commitment_y": "0xeb1b44287b4999a0fae9765b0677c822572c3f27e2d3fa50efd9e80be067f391",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x4180568f38e4940b0950400f98875b4870bbb55639a936808101354c84e273a7",
          "commitment_y": "0xa4e294670e3e309aad7f4defa507b9438d34449794bc6082d86e6cca778cc3fb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2e2a372ad1458a5c13fd99ad64dfbba583ff1a48be74d1d50c9457477ab7d9b6",
          "commitment_y": "0x7189ca536f5700b51b949c64c2f756f7a9d438f2bf1f4eb88bcc2529e6cdb956",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x625f5c9ad07d647012bd18bade745415bd22c321df7c3cf2a5719fd508cc2c40",
          "commitment_y": "0x13930c388de50f14b7bc4bba670f15da4f936c746b66634fead6d1db874be941",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2f3d6dc3a0e1ce387b6e980c7c157fa785f8a31c9195fc605a396474648d7dc6",
          "commitment_y": "0x2d676c8a6bc7021f3da0dfaf0970cb832f4a958d81b98e688c16136993650cc5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x782a946b8d7c04ba6ea1304dc5e0e81213bcf6bd0f138baf0d166f5b11e51943",
          "commitment_y": "0xe0eaacb996aaeb4d0722fa0f013681ed2ca6f349dab53bcb1a6afcdcea1d41b3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x3a9107659b272f0faba0d4df62aaa6a1163387bfe9222be24c960f1ffb12cf65",
          "commitment_y": "0xc1cf27b503e76fd89f84053a13d591cf29ef71b2871d5db172176b1afef4398e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf2cd95ec6c62f03adc1ccdb82e9ee84681586d9cd06ecf876b37307e3fac3696",
          "commitment_y": "0xa37bd51798b8963c48f907b62f32e0ece6bf9f16c7b37b8ba9e416fe9bc6bb6a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6889a69dfc175731f6ee0a98af4f8cc6059f77e7f4fd296550b9fd24a23cfeb3",
          "commitment_y": "0xec50b8165c9bdda21a8c777e1c17dc4d78f215c1c27a6ce5d6cdb53bb0853e6b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9ab30ae444f4a9ae3712d4d36a0e925f5758e01d5e151a3a54ef2777d63cd478",
          "commitment_y": "0x88ca8be79465ec9b6d22e35f4e4c1e29c0cf7b55456ecf72d78c38374d899630",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xab65b8cc1da804024b9deb6a6555756b24f4f67c28e7e67b50a0c348e23a7db4",
          "commitment_y": "0xac11688378f3456505b6302632f64bdd142ef3614661b3323acda4c788267b8a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "b44538b7e8ead3c1fc773e96600944b66d08e982a2889f395cace2be78bd51f2",
      "temporal_anchor": {
        "anchor_hash": "72ae52afd3c275116c3425b18e061992fbec8e91c08408bbd5480c02a9570693",
        "chain_height": 531370,
        "epoch": 1791417662,
        "previous_anchor": "d227cc6f221ab504a9601d39aa1398956a3b33d26747e66408ccbbe3621cbe13"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(c)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:02.016778+00:00"
      },
      "sonar": {
        "provenance_hash": "e712f93de75643a67b6ec16900e8e07e78ab98fd1858e3433e75cc235b473511",
        "provenance_score": 0.3,
        "base_model": null,
        "license": null,
        "training_section_present": true,
        "declared_datasets": [],
        "top_dataset_signals": [],
        "scanned_at": "2026-10-07T02:20:21.179778Z"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-ca0f09c24f685da32457b7e8",
      "version": "1.0.0",
      "model_id": "diffusers/stable-diffusion-xl-1.0-inpainting-0.1",
      "observation_timestamp": "2026-10-08T00:01:01.028288+00:00",
      "observation_epoch": 1791417661,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4315ce652d8d66a9a60ea6061160883a7f8aca847ff5a1e5f91412cd6016824a",
          "commitment_y": "0x63ffefe894777cd7cf0f9d0caee5e077ab8a68409237188451b991f66007710c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe1c061551e355fc48c573d796e98f60bffc24733336773f743d7602d35edca5d",
          "commitment_y": "0x981d9a62e4def97fa69acae01cc22f92e4c6770560af099647cbc7c26006e3e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x641017b4e83ec46715db767ad67b6c2b50ab2a780b89b9c3ce134b4da2d2ab5d",
          "commitment_y": "0xf7a0a923a13edddeb7e330c6da88eba58ce6fe302abb397b5f3da0a66f219425",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x47d2bb877aa974e112a889c1b466369090c3007833c0d7eb633ea3c507903a81",
          "commitment_y": "0xa73aae3f3807e80552974fd8ff80f53814218e2f0de3412d9da82e5a90b4b7c3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x24eda2baeab2ea2373b791bb41b0d64ad1caee407c7d446d3a8b5e34177af8b9",
          "commitment_y": "0x4eef62e30ca5d0f7cd3b178c5592edbedc5a3802ff9d629f5e42b32c704bc9dd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x685d5d22b7fd4bde36c070b3be45ab8f0c7436854ba58083028bc6d9261230d5",
          "commitment_y": "0xce7b5d1a0b86b011ba919df0bb12d011fbf401b02cb12738b1b7d92807e0dbd7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x56dcceb651813f822fb7f04c4290486fbe971cb718c177188065f2296b8d51c7",
          "commitment_y": "0x26bdc53b78dc7189ad49c208631cad4c39566ce6c5010d4300d4ce533b7ed7fe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb9352e971cb75e752c8800f2001ea4a65f3d802dc5beaa43a1f22ef4575db6e6",
          "commitment_y": "0x4b2f57e45cace79285f001669a0f49fcfcf99ac88baf7418e467543c384791c5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x30dcc10ff437a217d59c95cf361d73eadbff6840c6fbcbf524aa40b404374b47",
          "commitment_y": "0xf450a22ce83d8afa5b31f4e2c2ba8bf52f1be6451435329e9abe5b1683de47b6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x23888c148e8ee6b097974735b4fcc5d74247dfd57571c9e3b5713dc0467c9e35",
          "commitment_y": "0xbe677600afce19b83228ce5a7bf522e5ade32bf206651ac91b386cdd1e063d5c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xe27af22af9d3260c68480d98460f141d2b9c3fcef6748d14748c8cba08c76ea5",
          "commitment_y": "0xc4f61c2108b95d527ab1926cd69309c561f110a93a100a3ffebcf2a9596f72c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x43a3844046d923270848ec740c1589d848026119e4245f56dfc0c4b5195b77b3",
          "commitment_y": "0x7ea8541761a1234ca0742ea8bede5c5657127f48bba5cf8cdebf18bb65a3ab9d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x3bf80ccacd09ffbd6533246564bad66e5dcba562f7cb8f9687e88bd768cf754a",
          "commitment_y": "0x56acf3e3e978486043db7614fbbf7307af8044d3ebf676b40284d22f18efa7bf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x4c275f7f99e38a85071deb53e1202138765d484862a529cee1d0cd0d758a51db",
          "commitment_y": "0xe0ffe850df232e6456621e3dc7ef21a28cd74b8365c77283a0bf7aa38452cbce",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd58737ebabb072a75d456fe7d96c40ac36a4d2013ee7108ba7d5feece5ad4fc0",
          "commitment_y": "0x3ab5ae0dab17e472e6150253e94cd86753df7e5e8fcf50dd6c83216ac83e70e4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc0e6bd6dd7ec853dece8dcd14a522a1aa83b0b2452ddbd5e7219bdaa43e59017",
          "commitment_y": "0xbd603b912c98ade37ca9eff2bb562a68cab92e8e61abac5e851cb2bb2707394e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1247b4686e3e97de16b1c13a39de4d8eeeebe936c27760d4f47dd40d1cf4fa7a",
          "commitment_y": "0xc171e75d9412ae3cda0e44e0841a97ab0645901e5de8299351b3c3f5d3a89da8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x22740594ee8cfb88b5dea91c13d062c2ebe7a1c34a1ceecf9d75b3d736693c23",
          "commitment_y": "0x8f06eebc42fe8c7f672501e80d2ca72fad510e92961097077b1c777a0ae73bd5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xcc1872594e470ec8be2baf62f62c6791373025eb6269120cb146ce5e4bad0f38",
          "commitment_y": "0x84969914b8cfd0626a91cf35c65667486ced7adecbd4b861a7c8e6c49a5d198b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x64db3d57fa2ecde75377dce9a8a35a6f0b2de2a313f730e4ea8f22d83081c127",
          "commitment_y": "0x7ce95c6478cf359c75bf26ab3f1b5407f7b81bbd6b830961a43ea7906cf465d4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 11,
      "present_count": 9,
      "highest_severity": "CRITICAL",
      "merkle_root": "a1e020f4d48ec24fab0fb2ed0774a43ceeccabc746ae94b0e96e9cda19beaefe",
      "temporal_anchor": {
        "anchor_hash": "d227cc6f221ab504a9601d39aa1398956a3b33d26747e66408ccbbe3621cbe13",
        "chain_height": 531369,
        "epoch": 1791417661,
        "previous_anchor": "d43765950dca9f16a2333e71be9e097dba97903c15072432a96534ff5e1ae392"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 11,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:06.947879+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-28abbcd992f64bf4c1624725",
      "version": "1.0.0",
      "model_id": "microsoft/tapex-large-sql-execution",
      "observation_timestamp": "2026-10-08T00:00:59.443296+00:00",
      "observation_epoch": 1791417659,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xaf2d5b3e4c8eca945beb95516d5083e2eba6bc4de5cc725bb44087ebad6033f4",
          "commitment_y": "0x5b74c156135ecc0cc8e399767917e49441e1df1c9d709d92c21cde8f40532d89",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb123b5c62ebb6c7e299f730924ba6d4cc83cb195c13e055ac782386d0399ae6e",
          "commitment_y": "0x6658c2fe8bbc6f9c1aa2ecfac121d1634a9a8d050eb439b1aa5b04626760315e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3359d857808f09715670a584b740726a2761c462c1b947b1968e03cf8ca9f1ee",
          "commitment_y": "0x39f3bb9c4d878e7d15832cdda8b3bd5ba5958c5a6242a0bc8fc37820794f654e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd2e3197b78c833f182191694400771274bd7e673c9dd6128c17f850717de99f3",
          "commitment_y": "0x66a3d9b330a47c2af8f4940485007dfce01878c053a7f3c923ff143e241ff729",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x280d13cdbdf9d865ed2535ecb094a384eb6a12742ec541bd00a48d0df1f0e874",
          "commitment_y": "0x675b1eee1f28a3e4e33a9eedd04808b53d1716662d9a94edb67377f5a3f1670f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x32e629f40580133971dcd48c01c1370e9b03b44cf7287bfe54f868456afc9e5a",
          "commitment_y": "0x36fe873f72c0d1a14b11b31f97d5b4f7c7a59bd34a68e7ce9b48f710fe0f9699",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x57c0c4da6b881a28ee8b38119a97f60fd34d8e3c28dce1c3206b519db824a65f",
          "commitment_y": "0x630b42323c779da7fd10f8afb287e1dce0dc3f529432aa5eb491d27972c6cbb9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x20f3d7b65aa84e5fb50033a53587bd89fbaf83d8fa2dbe370e781a42cce3182",
          "commitment_y": "0xd4d59d9ad502cf99a23a685d61465417d6084738c9e09cf9d9737c333e5ffae8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x377680a57524e11ec3b1f922c4dce5e4dd9de269c3e6fa0fa0e093e32dd43c98",
          "commitment_y": "0x1c4419d4be8aef5c1e23fc691787dde031b0b5a2707ddbc0ae8f2c43807c0e2b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe5f1a404953bed5806ffa57b66a5ec222669c8cd6b54750a1e67f647dc639948",
          "commitment_y": "0x98aa9ac9d783fe5f8c7238993e71d34b69d01932004d30ca9fc9e4f3ff64fca6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xe6533176a2e6325129e78b80705a8d3bebf677c7a8d25bb861f14d47e8857828",
          "commitment_y": "0xc693fcaa76a9c58901df21fd193aab9031d2757223e7a24d06e747c324cd4450",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf72fc7ace057869b568954b06c9570b2e5743d481cd56e228c665830345fc9e2",
          "commitment_y": "0x24c6cbd5b21bd1f58eae11e00d7932f0010c63ad0a001bb12665c6d63c2f4055",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4ea34c952bf4612b88ef68fec6f49e75f951bd13a08f358b2ef2abd71a2c040a",
          "commitment_y": "0x72cb67e5712ecc7915efadb086b5dc474295730f245e33d629dce3ea18857f42",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7cac82aba33a7550003ccd6c32e3fbbeed853681bf2c01edefa5fbc3d69bc02",
          "commitment_y": "0x2424753aba7f34ca4fac57df0b39b4d4843efd5949b032ced08c510da6aab400",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xaa57d21ecc136ea482e7bd222ecb58b75bdc91c092ae433199640ff17843422a",
          "commitment_y": "0x3d79ca665b7480a34c0c7435a3dd0752607922e49b7c5f4de2e10a967f1a3925",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe712586a9726b0b65f695b767c8fdbd649fdbee12cf5d7008ba908bb819a9aeb",
          "commitment_y": "0xed407ba6a50a54ef296829881bc946cfe649299ae6db8c16148d5c4092ea93ce",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7cb6fcf64307dca63cbeb5392dad37d7d9a2e0e962479a95305196db0a584e84",
          "commitment_y": "0x1a597c26c8294bf2624e35567c3eaf1edb2c21385167a17f2ca1a2001603fae2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xe0593d9425489eb4aa97d96106bc208900256dfe3e815af966ff56704c1cc500",
          "commitment_y": "0x954d891fe65755ceabd9b1a40eeb1f0ebf3a0db27edb3875df41190749b13557",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x119c3afb08a49d2557678644fcbe9a65d9981b253092c7dc82c3e7f5ee86f566",
          "commitment_y": "0xec8157f62f61550dce1d48c8da254cb7af1b7e4b7760cd216b2fb577e48bd655",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x111f29d0cf774de98873fde1c0ff25da5de0396bc1acf2a1108a3d15d0655c79",
          "commitment_y": "0x28debb5488c753f91e682505ef18e60970ceaee009acc2ee4bf7d325f84f8b3c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "27fd982d64282b20a11ed57fa494173fc563e0caa9482c4bf2bfe6000b7ebfda",
      "temporal_anchor": {
        "anchor_hash": "d43765950dca9f16a2333e71be9e097dba97903c15072432a96534ff5e1ae392",
        "chain_height": 531368,
        "epoch": 1791417659,
        "previous_anchor": "7888fb546080c870d1444335d450e8d65356ebb72d811ad5294d7aa90c72cd02"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.367845+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-223d95afed3e41179f065db8",
      "version": "1.0.0",
      "model_id": "flexitok/bpe_rus_Cyrl_8000",
      "observation_timestamp": "2026-10-08T00:00:57.884928+00:00",
      "observation_epoch": 1791417657,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4f9263226d9d799c8e6594aefe28a34dd4839faf5918b5cce5a4471afb426326",
          "commitment_y": "0x47da79f460ecc0a0e7571eee4e51e22010182b310fc668ff0ada8346fb6a883b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcd06da59d94a3c0dd1f3dc2085e80adbd55deb4fbd9a0d0b56df530e0930a9d",
          "commitment_y": "0xf4ced66cc57daa634e2f0d25ba5166dc47c6f1555a7f8f3179681da47c7d1071",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x24aa686ce90d86fa3868843ec7ab97c8cff49e8443191f6bf48af7b755f53c75",
          "commitment_y": "0x549865a932c07fd7baffaf7c5391223eeae3c4fe25038bee85ed6fc3802cd4e5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x63649238e633e5e9da20742e1f9e40648a1cceff94aac93e2fd2452ba380cd34",
          "commitment_y": "0x27dd774bec26707b05bb702b4a09e083f626f6d96ae1fddec21d17de331b43ce",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x61cd8a338c68e90d6d9e96bf387321371e685aa6fd5e19088a3fd1673f3709e2",
          "commitment_y": "0x93d253d12aa43ef5e5cc5d231b2be681ee5ff226a9052a56ad01219b715ff3c1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xeaf2808ed0eb0a0278ce206d85bba092b4f60b0dd05fbf9dcb6d5f63b03c9608",
          "commitment_y": "0x7fcc5a0824a9e7ec5b354ef5dd98fa6a414cc5d46962388bb701464a51e2b933",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x31e1f292ec7b81ce90f3f0b152f539f1862b12d2cc9a8c7c89ff63dd7159cc2f",
          "commitment_y": "0xfd597d2a7ae765e7e73d129c9f40849da9947ee64d9089a0133da28f5d4b2340",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcced505742d3cb105f8e5937d6453418b53cd26ca69c906f4f21c208f8fad3b6",
          "commitment_y": "0x87ced1bb1739bc247c9abf263f7ef5667bbe9145c5e835ae458305150ce5edd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x1544190af9eeb75beb55fbb71b2c8e622a9f2e9878359610f669aff561b9e51b",
          "commitment_y": "0x3deb15b497ea93400e7b8d269fcd172e763b627c05e6f56fb5a39ef88329d7ea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1f4fcbec6a515dcf9662f1fa156234f1ccfaee871032056310416acd8f50e607",
          "commitment_y": "0x5a62e6e7ec80000b882d998ed5ef75b916d2a264c8ee2796bbf44e9e190b461e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xf55421d05767db4119e3b1981b2208673c84da00298acb6687299f644b91db70",
          "commitment_y": "0xb85b3e86fcf793a214fabfea2cc04ae2250c15a46da7fa152a426a4586aa5727",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4c56f02a780a53ba032b4849ab09dcd369a3839264c5d8c4396b09aec5e6011a",
          "commitment_y": "0xc488ff6f97793ff3060846f0a5bc04b481c1bbd8876593261fb416395f301446",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5dff58fd108ec9fcc6624200236c8de0c9464efa281389fba7c598e7019d0d36",
          "commitment_y": "0xbe3e86aee60eeae961443735b02b69d905b722a5b436466110842f73a63533d4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x385a6119a886953bf7393f87c89844b55d13714fa490ef28d6c4fed3e492f51b",
          "commitment_y": "0x66a69d43011110f6c6f49dc2b8b4e5d515e63cceab41ff0996f1a65045209bbf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xa239cd6e646c732b9c5c623a2d32ed86eabf6f462b54ff2a096fbba9d5a7d882",
          "commitment_y": "0x27ecdd1d60f3ad2b0a2ea80785fc04112d504bbd5fcaf0e2528fdc487371c03b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9a3d2560433606d0f35d2a4f83d04948a0da179892b69bae8a4d742ff6534610",
          "commitment_y": "0xe54bb1223e906e68a63733cc6b51c75d68195c4e7131a8d369c12afe21623a0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x97d9a86ac51fcb70a5236e40b9e1f7e35d21f68b965fded7b90a5a860a6d04b3",
          "commitment_y": "0x5b306047b1293f97656dc4e33f0e588b255b32bc6c5810f2465f83be13325ed3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xed2d4307540607fe2838e182e3dd5e86b9bcf1077cc95328ca0d1bdcfee8daea",
          "commitment_y": "0xf8b285fe1214f9981aee07cedb8eab96cda8e3bd150f0b7e31425434058f774d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5d59eaf7a565186ebeccc722b64268af1e6d24cb5adc868e22ff1ecff5cd87d4",
          "commitment_y": "0x83396277f16bc7c0a4687e52b898a353186db19c490d65a84937f793fa56193f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x212ea86921d21ac6d79e3413485145894eff73f4b2f3f92ea5753f79f2d46abd",
          "commitment_y": "0xb6f60c2cfbce1a5b40b73f6de8991463217ef9662975fc14bdd7a66cdf300fee",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "c11141bd55b3234cfd5a908a0cffe03208e1e991bd4b7e5ba2953a2927e907f6",
      "temporal_anchor": {
        "anchor_hash": "7888fb546080c870d1444335d450e8d65356ebb72d811ad5294d7aa90c72cd02",
        "chain_height": 531367,
        "epoch": 1791417657,
        "previous_anchor": "33b0adc2303a3b81b31fcd70cff36f950adbd8a748b21ef75ffe4583fd56545a"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.547168+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-60d4a122306568eafbf54226",
      "version": "1.0.0",
      "model_id": "Marqo/nsfw-image-detection-384",
      "observation_timestamp": "2026-10-08T00:00:56.302755+00:00",
      "observation_epoch": 1791417656,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3da74d00774fe3df45eb6e908376dadbc6ae19208ca5b88fa69b741a3f794f32",
          "commitment_y": "0x804c259d97ab21df27f4b347f2b63da96136514a07cf68fd8a5ab28d1a27ed67",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x40f712353657554d0ed189ba03c41c024ecdd0b8b6b0c7cd59df1f1eb86095a3",
          "commitment_y": "0x1c888903275530a1f923c8ff3249b527bbf6934dcf7c1142f14cfa7d3f9f8220",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x380cfd3d4d60e2a19a8cc0eef0e3adf5e3f83d357025a3aa510d6e97ef40864c",
          "commitment_y": "0xff586f97d0d7c7f332aa67b0e0ab5282da9d2783abad744c046cc4e6dc91485d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2fd528c3eff2818fb827e1ea25324bf1889e34c7b9cbe3f3ccb8d04d50b3186",
          "commitment_y": "0xec2397ce5292b30fd8a8795c60df2ba866d5ea6a4b0b3d5bd51e1a28e2789a9f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x348b94c0bbd0476f16e96e0170e675bf99c911fda82bc974481c3154d9d4b55f",
          "commitment_y": "0xe33aae8d01d9dc59571bb5edd2ca3ef44a0bcad0e72ddcfac76e135eddf209dd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xbcbfe40921989eda1f4628eeca8e53aa76cea315d4c209787588ab3ae2a9b72e",
          "commitment_y": "0xf0f454b733c0bba7fcd93a87b1385658c7ad7f292055338f7d461d43f3bda8c4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x662a827240da6b549b3f1abc2262c253ac2ba3b2643330b27c63466f9a3912af",
          "commitment_y": "0xfa467e95b15d15054ddb98fde99c1012c8cc06502129ca26f6816181654a270d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x261e36aa519eb781af1096cbba79d91c5d68da21d638f34cc000827d35c655ff",
          "commitment_y": "0xa1836b8136f80f105123bc669dc5209ed4e6aaaf20de7f088f77cbd0064022b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x1561682806638e7637c87baf69383dcc2fa30b651cdb5c42f10da1f224a32c4b",
          "commitment_y": "0xfcb106fec831edba382ef078da77973ee6dc455d45e5c7f90284f3658d2e397",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe5000d540a5ca2a80422f5376369be53b86f930d3b44f60899dc06b7b3a5544b",
          "commitment_y": "0x7230693f25ec4ab72d760343abf1c2f3aff155af77d2ac904dcba4c8430dc395",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xa3a01dc2dbd01613581fbc271a66f3f0f8a2c1c7a1bbacb343512792274ac0a6",
          "commitment_y": "0xc11fbd5cacd25dd21e31b94cfd85b150d8c624c464dc3898075349c0cc2b7417",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc25450ef17abbef419a990cba6a7bff25ea2a2bdd353d3e25b12b95fbfe9ab89",
          "commitment_y": "0xfb22d354562206418ff80ca20070e9c21586d404bfeed7b7a8ca50b441859cf4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5dc408e7453abb6a936aa0bd45ceff8cd23712095bd368d49faeacae556173cf",
          "commitment_y": "0x211dd99edce09098478854698f9a6190189cdfd95084978738dc64296d81e7e7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb8e81749bea4a600e3f0635ef70a61edb3c8b953f4c756991bbd8992035ef79",
          "commitment_y": "0x6691910af2a810b6e1ab0e7a69634995a59ea6bff402a913e14b48f9c065a4a6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x1877e9df719607fdecf36a2c2caf7297fc69facc78e0d331dc2eaea8357ff86a",
          "commitment_y": "0x5367c40c5c29767b62df10de55a22226748b2de27e2a4569c4b0ac4d56a2b12",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xde739ab401184b512949463c12b6db577e2b2cec188fbf8ad9227113f1a28dbe",
          "commitment_y": "0xf06872201600bbd526471fa61d8016ddf8223835195cd2ff0e1662a152670c9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5754e607f70197da5d12ecb575a885fd8dd342109aad21a44ddbf16c50889086",
          "commitment_y": "0x4ac8d3f2348dfd2993750a549fed759feda0a006c5ab7a2fef18ef31014e6593",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x5b68ba078c29bd2a0acc0967434276ca49316e4d83feaaee19aaaa1b737c332a",
          "commitment_y": "0x60972c79ede50fd30be4e61d8a1961309bbcd70f25062d3e6443a7c5cfbd4cb1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5f2d5b3cf98f8f115df5a98b5c42b482c575bd304b78b08c51beb432622fe58",
          "commitment_y": "0x297b6560a9950d7818638db43d7746f2437604173735eb87142b7d35701e6f72",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xed98893dab0e5125f866720369fa0773bce0853f14e8a59fcd0246e9302f0c0a",
          "commitment_y": "0x3f13ca46e4db80390a8f33da9c3c5d82659ee5cb0463787fdc369584d2b73db3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 13,
      "present_count": 7,
      "highest_severity": "CRITICAL",
      "merkle_root": "ced2b607bfff1e2d99b03f666bef6cf437fa013c2716ad79642cad05355788c6",
      "temporal_anchor": {
        "anchor_hash": "33b0adc2303a3b81b31fcd70cff36f950adbd8a748b21ef75ffe4583fd56545a",
        "chain_height": 531366,
        "epoch": 1791417656,
        "previous_anchor": "070af4b678b71c24a80d21041179f2988fe0c427e7275c43541479eb7f957148"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 13,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:03.302263+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-7763860d3bf7e8188ed0d211",
      "version": "1.0.0",
      "model_id": "explosion-testing/xlm-roberta-test",
      "observation_timestamp": "2026-10-08T00:00:54.718097+00:00",
      "observation_epoch": 1791417654,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb09059f1b8671240bcc0291f2e95793fbddcddd6d1b8d17177a6658d18360b73",
          "commitment_y": "0x13d5b05f25d7d177700b5925f168e586e2b80934f6081a4f70a2bb484071b8f0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbf10d03317ca5bfe1673ffcae3018b60c1b196da8a0ec6f4af55e432b179706e",
          "commitment_y": "0xcf3fb4bbc866112d2833af077b11e561d287b7215de9483b1c85cdf04c70c0a8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3e0c41b3033798cb0a186d0506bad90215ee4865a98d933e0455279dd6b4c16d",
          "commitment_y": "0xee68ceb3a9e72f0b10fb942d178a4b952d0582072bd38177c304b3859b00523c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4fcac4c0dd015c0c39c3f3c0182d5c45cf323e1d2a7db9d990a2c65321f9fc62",
          "commitment_y": "0xb6fd6225be83b2ecf00d5a8c130660546cb50c35b017b74cb8bcee81c87820ca",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7a9ce09393bd9306a800b876a607603a2dbdfb8a3d382437c796084b1fc63eb1",
          "commitment_y": "0x52ed3436df315abef9dff9143e8dded7f68f44a8260e64dde052fb732abf83c2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xee13150b8c551d0c349b48aeede431ab70830dda22fe34d6d424fd6b4d3f264f",
          "commitment_y": "0xb31d71d5afe467954c83a0b52652000a419174d4ffe5d876252f8bd592e95ff6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x18028f03c215018b5d6eae6f8ab7d7ed7ae3919b8b19f6cd6864f8e22602abd2",
          "commitment_y": "0xca8b82b93554a5cea99f42c451b34ceffcee3c6c27ea5a7b77430a8646e65872",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x521405c14d79fd2999698f6d05d8cdeb87d8195a6582ba6dadaa272171a6088f",
          "commitment_y": "0x4a86796501ee8dd790fd67e440af59cd1c08caac5c54068da2b13c357bd39bf0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x716af43fa3e25552a5fab5ce79dd4bf60c4f921f213f6cfb84d20b76941b84c3",
          "commitment_y": "0x50ea5d3852a9c6abaee2dc5f07502b39ca2cf948d16a9b23feee54809680fcaa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe59fac586f9d433b3aefdeb7eb07775629ed266c42f5768f6e0a7faacae43f4d",
          "commitment_y": "0xf7143d5fd83964a08b4c6f8ded2fa05d03a452f3bc66967e242c1c739685bab5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xd49b7c023a2eb0557a9ffd51745e386ecb229acd7febe231ed0ad5748631c309",
          "commitment_y": "0xc4886d814c9f6a7ac7cf5000571c929631a5ed60aae07b239f7faa62927cd264",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1489d07eb9552061e66cf531ceaed1d653a649dfb78a15479565139d26242e77",
          "commitment_y": "0xe315c8b4857fa6a78d37f9164571a5313ce4439976360e36c8fa762bfc87c950",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x21d3ead66f64076f14f4e9bb1eaa0570f61ed740c5091d3b6d94b571c7f5ba6c",
          "commitment_y": "0xf5605577572c29e0f760b0d0ff3ee8407177de84e90fb3530cba39609541ee08",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x73c2aff51359006c4bb4876a58e8ecc605de65f50679a85d6123fcabf6f7d337",
          "commitment_y": "0x8fa151ba3a293d08c95b45b9411101f762243f5c70482b28c515be8d8638a5c3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5fb49f054c0eff782765b1d2a9e8309852767f37a534db933ac77dfc48f2cc3c",
          "commitment_y": "0xbc901f49783872dfb072301a47596f6e4a43b11b406a27b8f9df36ea5f95791f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x62a47091d8ba6aed0111882047f8e220347ac7a89075e2cde83d64a0af123326",
          "commitment_y": "0xaa72bf91770e1935ba6b2f1a256a6069e0b5e8e0438304bca3dfb47d8471c4e8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7d5644da845f831624b4f95e194fdfac9093cf0983ce84b93ecd07b48d5e9bcf",
          "commitment_y": "0x45168a102d8d2fe85e3b3d92050b8687be7e88974585b495abb99bd3abf6bf69",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcbc9d84a5c690239ec4df9347de92f71a580ecfd4f18f6a843e8750ea85ba852",
          "commitment_y": "0xa88b9ed0d914ced72bf4778417ca75c8e6708efe54de46d134d6c75859e76564",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x95db8c6e65900aa43ce4cb35e43767aa4ba3eaaecd751fb151117b1c46bdb8c7",
          "commitment_y": "0xffc078771fa08aaaf5734cc07207270f3be07f2272a099e5161120ea1d96235a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x58be3d01f4d6517848a5700897f1a15a9726c0aa14271ba6a89790cefbaecf63",
          "commitment_y": "0xe1ebb38b23d2453c76adc4bcc65a860aa165197ddd257ad72d72133b53113a8a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 19,
      "present_count": 1,
      "highest_severity": "CRITICAL",
      "merkle_root": "42a23d49ad452bdabbd915ffc97caafc2a13807e9afdd5cb58b026b80a4efb88",
      "temporal_anchor": {
        "anchor_hash": "070af4b678b71c24a80d21041179f2988fe0c427e7275c43541479eb7f957148",
        "chain_height": 531365,
        "epoch": 1791417654,
        "previous_anchor": "bba2e9d3c9c6121d182db357b9fdc5ee57de605e0f25ee835d103e55e3bed342"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 19,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.093336+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-e99d4f7d8579f240986c2b3b",
      "version": "1.0.0",
      "model_id": "facebook/dino-vits16",
      "observation_timestamp": "2026-10-08T00:00:53.160648+00:00",
      "observation_epoch": 1791417653,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf1ae3e449249e164f2f9a7f4b03a15b87c491d0a5bbc1aab8acfe7dd3832bdbb",
          "commitment_y": "0xb38a723551407ddeef3493bb1b2aa98fc5c100345a232ce8264331b909528644",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8d173e478516d87f1acac2a93f5e78acbe5317f59804b2efbfad9a587934d1c1",
          "commitment_y": "0x351cf308cb2769a51471704c7be533d0cd32d110b883bc007870b00e8701fc15",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4d5d5bdf9c6ecd6bf41a8c8cea37cb08927b9d88f559c69f5a1a9fcbd40c298e",
          "commitment_y": "0x9635b31f60ed8a2d10cee0199bb2ef33a6786186fcedb4cd71cd9d3ca42771ab",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbec08594382fe11ddb6f8d5dceb7b55fdf8afb677e646ab325a0858404e97fc1",
          "commitment_y": "0x6b33d274e23192d63c4a7299bd2431da96b65281c422475a6a4d6811ecc524ad",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x239db17fb3d188f830016679d6de756b114030493711e159a8ebe65b470e5c3",
          "commitment_y": "0xb606c6e33e8f2a9bff351d61f3fe615aa87b09e03d5e3dbbeb0b5bb65f4e924a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd1b9bf58746efa15f278ed58c0f65aace03891adde2b71420c10a0525e67111",
          "commitment_y": "0xf61b3bddb10a884a83237c36f6b5d8a4c3e2fbb7d0c30c3bf4f7e5430cdfc9da",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x5f6b0d2071662be00450991359e099c18a29fa443a56885282b387f21ac98025",
          "commitment_y": "0xd055dad8a23f413175be268e0a50c78a01c552d72dd203927b1be56ca858dab7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb81b80c14a9be90a472457d0bb319dfe167cd003d4bcc4ae28febac36e8f7fb9",
          "commitment_y": "0x2c566cd24a3686e9be6834685e6a0d0c6b7ceeb88a05ef5d6c5a1f0ec67a8bad",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xc580429f5d86519bc0dee078d0fbc0eaa7d94018e54aad621c27188e49d643bc",
          "commitment_y": "0xf8ff097bf5429c5794cc181ed64f40c41908f223f6ef67763c2ac4465000e03c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfe90b4355820d699db6614bbcbe7ffa76adc6ff5ea4209ee398c15123f8078e6",
          "commitment_y": "0xcca971c9fef08dd14176c309b513e814d811172a84e7e2fdc9417f55acd5e8af",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x7bdc5a765d2138b51d3568ecc247a17b63cc5413d28b68a557d51204e2498b63",
          "commitment_y": "0x74ba7b30c363471b77226a11e51e4b3be33aa149ba767988d15a326609c4c9f8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfb98dd6dc99fcfb78b818a531f12d69f7d87e46a7b85de5c25d9741a744c12e8",
          "commitment_y": "0xd981ed4e4ad24ce515e26e395624fbeb89bcfc0e5cdcbf501d9b7ae21670e03",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x658b589a0b010fecdccc9eaae08f90765626e234399073e6e0e8ad3355335d4c",
          "commitment_y": "0x2c1f040c04a89a814f34dd2966f7b2fc2f24ae598323dd78db1423d64e92e76d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8ad576642c65eb08bc1f94794368428bb5dc02d5875315d6f7385ab1c3133b3f",
          "commitment_y": "0x1e25bb68bc1a760b1dcf95d5798f922e467cb3553ed4cab5fafeb35e2aaf369a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x83961b8c11e75bf80ce04fd020a41a89f6eb63c19a3d4a0c4d5d18e91ef83180",
          "commitment_y": "0x68f6541f573b103bdde2107c07e8112e1e4fd99309b84da35ae87b2edbf531f9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x8d71c935b04aa85617b2098b87f2343bfd23bef14675a128adcd861091b2493e",
          "commitment_y": "0x29058a632dcf65ac053b36c266e915eb3e7f44eaee940e8a21cef1ff2b17d2b2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6d9ac03189fad08431735c497e63315724d447af36c51064e87f142660bdc19a",
          "commitment_y": "0x4c9bdb1a922c700f5675ea0c6f13c833018f1428731c01c2de4ca18f5081701f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x525b978ca8158ffaf1ce08cea614c39284b97bf3f3074815ce97d1e61f2cd8c5",
          "commitment_y": "0xec4f40d5ef84ea4883ba5d99773e29b77ec5a792d2310ac07f7667ca00d12c68",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe459a1a478c520f03844b6fb092b82773158be7392df3545ec0929d0ad4c1055",
          "commitment_y": "0x31b1e1af03b51a21f7f517f0372ea556cbfa3533f1943a239918da01c7efdf67",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe9ca8338bc4ba56aa945ebc92f5acef6cb92a525b590e1ef8ef072c1b6df8f3a",
          "commitment_y": "0xae4fdddb97ef46f27f09cb10781c64946cfa357e77e3c8a0164fe0f6e5bd2e2c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "f25f657611fda5829571014679aee3d3fe735246b69d9033f65c31df1f79948a",
      "temporal_anchor": {
        "anchor_hash": "bba2e9d3c9c6121d182db357b9fdc5ee57de605e0f25ee835d103e55e3bed342",
        "chain_height": 531364,
        "epoch": 1791417653,
        "previous_anchor": "46d6a344bded7aa2109182b034e4cdcdbb5f970b2796dc7d709cf8cd91d7a04d"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.122642+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-f90e8f6d45248a47105f87d2",
      "version": "1.0.0",
      "model_id": "cyankiwi/Ministral-3-8B-Instruct-2512-AWQ-4bit",
      "observation_timestamp": "2026-10-08T00:00:51.520615+00:00",
      "observation_epoch": 1791417651,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x324c0114f126417b472a361d51f5361ba228aa299b064f2e3fb451066fb03e73",
          "commitment_y": "0xafe1117db1ceda10cc2ea5d604cdf27601cbcf74e0c162e8e51ca769949832b8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe0a9bb1b327c7dc442b1fa5974c517c4089a762cce1652824196adeb52b62fdd",
          "commitment_y": "0x9d37144dde5a9e7fcee2ff0b7b8beeb42e4184998ea49813fb197817b76a06ed",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x662972f032fa4cd7452ed53a01b80f7bbab62e0b03c9b9365f12e0aa4715e6f",
          "commitment_y": "0x28991a50a7646c54e1e657aca61ce9092a30e081f7b6a512338ea2117c0bccab",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4b33e51d0dc98cc257e893b7ea66aa90db5bfbeb2d5386a4a80849a0b465e190",
          "commitment_y": "0xa04b41ecd77c5367fa54c4415d1e3cfe1234cacc52b742d9aaaf9a14818dc545",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb14feabb72c0b578c968b4e5d54fabcb2dfe91d0298e80d68051227e679a0e5",
          "commitment_y": "0x8973acf5f6cd52d94197bd07b6b6c1105a5b5360ccb47adc3db2a5aed22883d6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x891c0d658b4402f4ceef1d3f196ab3a5eeb1baa80a00405c9216cdc7eb0f4a78",
          "commitment_y": "0x8724cf018632fa9e44eb678dd58251f12aa46f3b1bcbbec8ef226a02bee40643",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xe6ba26ced82ba1c6d6218946aa35cf4e800153c801264537ff570b50d015ab53",
          "commitment_y": "0xe30bc39d8ef1dfbac919e82abd65df338cdfbff3532dde6086e9adee39ed6749",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x70286b5f88957a2c6382fe3e0d703d68fee664e87090f5d0f3f1240c5cf3880d",
          "commitment_y": "0x7be203164abab6ca13e6352b62a0f25b5e415f2e44a9cecfdf190ac94b54f7ed",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xea78d875139f9c3c4008dc07c4a13f5dcd535170908521b8928286a13fc26d28",
          "commitment_y": "0x88a043a0223b7d8a40dd0d87816f09c9cdb7a77b9e1eea3d80cb1aa204035e30",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6152e691aea10fd4a9d8c90fbf89d785ccccdc94b4ad1e0f3678e756808b3cab",
          "commitment_y": "0x7b955fa1298178c5160bb7f1f74039500fd6c1ae47c494fd4704e9e9fe08a9de",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x70c54302b79de09c56823e6d8777af28c6d338ba615c18366d6fa01157634b4e",
          "commitment_y": "0x222528b817e770d0e9f6efb90d82af1f21cfcbaa0c1598fd5f1053aba9ece30f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x23317c329b0a4c9ed4aa3e99784576d6e5b23e3e826d29757dd5e2a48828756",
          "commitment_y": "0xe637339532cb5185cbeddc3cfa10558639541f5014720fd39965b0b868dfbbda",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd4cf62d80bc394ccd79541971cc4e5cc9b12edbf410705d83d3187ed63b62453",
          "commitment_y": "0xdba24d935a5cf3cfff905b42d295ca3e1a94955ed53c29c82b2723cd5aca2ff9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x5e888d80a308542089c0a3f1a0a35d351da948efffe2d250dead3d9e68ad5b14",
          "commitment_y": "0xab4ad35f99f6769c6b8e49991c52ae9f47689c48eac5fc1848d40ea17d4452ee",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x343f91421bbc37034d3d87fbc610219b46be6ae703c412a4926e0fb41ff33100",
          "commitment_y": "0x6fbab0175774a8f752f626e491a02b22f78722c2f45454409294dff0631ddab7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x87b7674caa26b704e0cd8c707325568b6e4b55aee8aa15fd91bb85cb639fe88a",
          "commitment_y": "0x131141aaf220ad8851010dcdddbeb927c9cee817d394b4b90ba26e71bb7d7ce9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2f8bfa0cdd85b6af626ea853065b236918fd2aad720c4f5ad8ce54efb5eb28a",
          "commitment_y": "0x77a951b4025283dbd6213d6504f56c6dcc94793711d446a96899ae52d6064656",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xb36ceba834ea771cb32302177c402e83d5ee361168486a524b487c609c94c501",
          "commitment_y": "0x15bfb62fae1c63c57c73b3333e1888a2ab35493748f850b7744ba9100fc214b5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf60a5ea330c77e059b5e1b159a9e7868667d1822ecbb64b99225c03205b519cf",
          "commitment_y": "0xbcf07b857956453c1d9ca879a2c90065c477a8b41759c9557c77f18bd13a0b5e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc9a48c3592ff25935ea6c7fb401247ef05c7a3d3789068147b68ddea52eabbfc",
          "commitment_y": "0xb7a332086066587cdb7246994b292e4cab779911bbf9d8c6e612e283763a88a2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 12,
      "present_count": 8,
      "highest_severity": "CRITICAL",
      "merkle_root": "409573597c7afa458ea03f1a44db8c125eb3ecbe72248606454f9ba362086dc4",
      "temporal_anchor": {
        "anchor_hash": "46d6a344bded7aa2109182b034e4cdcdbb5f970b2796dc7d709cf8cd91d7a04d",
        "chain_height": 531363,
        "epoch": 1791417651,
        "previous_anchor": "abb14c90b24cf131d60a5dee01ec6ae8bd3feaa7dc04aac9bb51836483ff99e0"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 12,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:06.683765+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-9bade8e19b4c9347f4eaca3d",
      "version": "1.0.0",
      "model_id": "KINERE/xcvxc",
      "observation_timestamp": "2026-10-08T00:00:49.928861+00:00",
      "observation_epoch": 1791417649,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x937f388515965f5b8a8e80e2ad89881e0f1d6b96cd685e8c602265103e0b7037",
          "commitment_y": "0xcc3dbe9a25ddcb3823d7fb0d60fdd238cf524fed6f0e85aca9d9d9959a271b67",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x99ca51cb8c1fa8867d9116b1cfae98d420a1b2fe22f345725ccb4a9d3efee000",
          "commitment_y": "0xaff1aadc5e8062c52c72eea48339b671c9e1fd081092a388ec109af9733c8142",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x700f4d9683a9367a6acc8cb9eb65430b3d172aa3513955c4260085d9755cad1",
          "commitment_y": "0xcc07c04c58138e22ed241f73a7cf677d5b0823910886d664fd0733db6fec1117",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc9120c4a22e331df90e556616b12cf5f6bad911993457c34396a1c78e9abcf76",
          "commitment_y": "0xf2360e7d9b21bfb5822d88e9c5f07aec959b2a8e603051d8234de045104c1e1f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x78747a9381899122ac969c6c68fe3095c76492c009f55f75d6fb71677574261d",
          "commitment_y": "0x50760fa00e404c187b513d2283ae142f0bc6a24764136f453a64093fa5b0e460",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb72c1096ebc3ab12c56200248d20c3ee0d568f4835cae234004d5057bcf80919",
          "commitment_y": "0xd8973889f11e4b466627856327de59ef44c17b1281f3a6589795e1581486089e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xcc8385ebe91f54ab5bdc8bf3e507af173806b2eaa51ed3ce87feecbd2d11336",
          "commitment_y": "0x9e42717d957a5dcd03e2952d9593c4ac327938d9839c34093bcfd402239ad911",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xaa8cadffc219291aa8ae9293468e8658d654deb1132aa063cf39bed5c90574d",
          "commitment_y": "0x50890a2745618b2357161b3c390a7c7f37aefa8d73021fc6fa99b9229ece37f6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x796aa26e71315ff2ac12e2b8cd9438782f7b0d534b6f917a1927993911eddcfa",
          "commitment_y": "0x8d28ed04622f3a66e0f779722d964fe9e5381267699e814ac3e1e32e978b4983",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x397533c6e54ea5a8f10d8dada65eb3ea9ad024fd795a394b14754db5c5921887",
          "commitment_y": "0xd1993ad623e0416d25c623f60fa6b231c8edbbcc9e3af52b3c20abe2d481ce7f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xe3841deecf4491b82de1974267000017f2fe57efce74da4ea323ba94f56e1266",
          "commitment_y": "0x6b5ebbe8d2ed802fb115ff095e294b1b4a46bc6011215cd99683c04ba4ed578b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7e6fe32ffbd63dc3c0be54efecc8544556fdcc37e689a778776c34dbb53fdb8c",
          "commitment_y": "0xe9fe0b5b2b2203df8f5915b31a13f379220bd7c3d05e88f3f3cb581106bd61bd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2fc7cb4aa3710a4d5ffadc374b8f24c1b716a96326c4cc264345ad9827298612",
          "commitment_y": "0x6eac7a4270c730894139b480c9f1d0a426fdf68fc19f4ece958f2c9327d038bc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x711dcad851edfaad39a3a55b771a13a9f54d4bf046cd469a3d16bf0721b6cd45",
          "commitment_y": "0x7bffef6fca0aeaa190d349f90964bd8445b89f4381e635ec71592187d2bfcfd5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcc4bca60541b9c3afce0a9cf2d0836e7ad7ef04f5da8009a9cf42cc785b51459",
          "commitment_y": "0x2f2ab7276ed2374f707ef4527970351334ae218fdbc8e9a78a47c6beef9b4d36",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3de34578849c08e3321fec2e608b015efd76280041ee90f689d6bb225183b989",
          "commitment_y": "0x170e4c6ca20c98d2fa0c75ffeac76a8b4247b94a9e42db3368394e9e65de99ae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa68633b57e7997a3dbd83515622e955362d3607410e3026158991a87e9b13fa5",
          "commitment_y": "0x423c41d37d03e509593d34762ddeb91f2a5cea066cf2a0cd8bddf0869589759d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x58b69d48f50e9cb47741340e7e251042fb3a7f32877877d80e857c2747eaeb14",
          "commitment_y": "0x7144550994344d0223563382abf117734a57ddc31bf7a0452310f719e6076da2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x8a41226ce34319b05e8ebf73b6a44560da9ea3e9a78de834ee719943c2581b78",
          "commitment_y": "0x4b7d4aa6965e35a426b2e3ff40321d6266971b9fc45d6b65bdfa1520902f0d3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x28f6119e98e45b142c4f0f692c14dfb0db38447ae6a0f6da622ee7a1dc2b69d6",
          "commitment_y": "0x104db8c6c45edb4789ab173346aed1da8e723083e8e51604d2ae55330563d5d0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "d73ba2176b84da26738c37db12a295f06383225dd25b8e10452ec4531898ef30",
      "temporal_anchor": {
        "anchor_hash": "abb14c90b24cf131d60a5dee01ec6ae8bd3feaa7dc04aac9bb51836483ff99e0",
        "chain_height": 531362,
        "epoch": 1791417649,
        "previous_anchor": "fd096d500b77f19046dd38aa806cdcb084ae7a27aee05b67f324582ced692289"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:03.066861+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-cb0a6dea7833e2b8d0234242",
      "version": "1.0.0",
      "model_id": "internlm/internlm2-chat-20b-4bits",
      "observation_timestamp": "2026-10-08T00:00:48.377458+00:00",
      "observation_epoch": 1791417648,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9bdac6afb80d0354e0d4ecd4eec69e28ead938f61c7669f25efea1f376761fed",
          "commitment_y": "0x7089a7729aae4e344cfad15e362ad2d4148968476f5482e33357f67de8417ff5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6c2db7215f94778a760b695b9f7f552f3653b80f0be9540af8bce4cb0439eeea",
          "commitment_y": "0xde9678c59cee9000ca765def223996ffbf61c62cde8de6bdb3f2ccabf3f62153",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x433d178417b245675dddf16856494c601598cb9e7a7d731e6b5c90a67ea39673",
          "commitment_y": "0x1d012531eb2db95e1ddf8e342fa6dbbcfc2dbc98339adef023475d4daeef045c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8dedb801e6a1bf47691798db4bded59a1058e7d247809a33402b0896b073db91",
          "commitment_y": "0xdaec066d2c49a9b24bcd58437a5cb3cd1ca86f37ef92617fdf99367cbeb7f440",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8018cff100a036bae5ad7785ab9e0730b914b2057bbb9e5d64d2be550b8ea42b",
          "commitment_y": "0x1a6bce5f26d75c07dd8f41c9dedbf8b04db74da9a1fc88569359accad4cef59a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb12eba4e36c02f7059adbd1f4adc0c917ff8395f1f9cacb700f209d3fe793d58",
          "commitment_y": "0xf57b69e38468abdd986f990b11db483ffa2c80e02fc438df7d402132bfefaef0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xf7a4e6cc36f94e1b4b477f59163b967209416e8b11838a2c9d40f0afdec6f34",
          "commitment_y": "0x368777d09b6b3320cbd9d43c6b4342523494bd4dfcbe9efae750463fd60e142a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe1a75b51745fabf472f09283b1f33050e7416dd2808a482298181d980f16d1a",
          "commitment_y": "0x58f065c7ac41f499a01240fdebf924696db5a137e6ff13d07c982c2423f6de49",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x366be9722ca2a2d525348c88f9abcd45a11e544ccc89fa1e15931ad91395a9fe",
          "commitment_y": "0xc063cffc1367937095929c87461c61fbc732607bbf38f830f60a3ff901cf7286",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc09a20226817640191901f0d2bf30becae7be16de91303eecc12fc43b0002b09",
          "commitment_y": "0x5501edfcf3df6e7a105b2805b1562dde6f20897b4078dcd3406a019d0dec9621",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x516871e4594974517b780cdab6f25c6cbe293b70822ec78206ba18870001392d",
          "commitment_y": "0x4121d96a359f8c59ffb7e8c0cf7e1f686a32625a0a5a85b3b5edd1d06ea8cc5a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6f98dd4ae77d41fde615e2dad0e682cce4bbe782d5a9a377c7448a35517d4e1d",
          "commitment_y": "0xf8600a1cd918c0aab32895da1e7d8defbcb5a24689abf500157a7b18c1f5191e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd9131c99b0c51951640cd80894609d6d7a34839300ffc37cbf1899a2f6c5018f",
          "commitment_y": "0x924c8a583c2425194bed994a0bf45cc18a1d4f1bdeebe05a41ee3943b6102c7b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa867856f61df412122671c4d863df16efa79c7d5bf7c7bf845365a9f9b0590f7",
          "commitment_y": "0x9a7a5f3a040bb080fd6961159c67652d11da595b55ff7aa7af124a227545f446",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcfa8a6d311a440dc96f8a385bd03f87ab33c41b46242b78e2a15eb38c15e6e59",
          "commitment_y": "0x2fc9acaa65db66e1c6f06bbbce80857c38c271f3f3bd4843be54f4d0271ffcdf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xa3bcde1598c3a8d7e632a9fc060337e2cb6f0a364000c194f42951fdc2bc5ec7",
          "commitment_y": "0x36235bfd971e157708acbf1e140c2d5741c86f044e6d0cc7d8ba95796ee0b5a5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x28b9927a2f90d92476541ffdd1ccba5a2524a2d4edcbb7411e0781c7f3cf628",
          "commitment_y": "0x95f67fa2daef45b4ff222aa66a887ec50ffd29c60f4ed615221dda798eb6729e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xef51181a86f2ae6cfc2c7a1b2faf92dd0a90683b3903e5f39478461f19b8a8d8",
          "commitment_y": "0x8ba220633f100317088aab412cfc280a78b66829a9f81ae0addf4ef7c4c5e000",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x102c14f72725e9fe16bbcc16e62603d0bc2d8f40354ad1927b81ab5164a8daf0",
          "commitment_y": "0xe682caedea96b7e6958ca73fb0ac59397ca609511a31380e205ee86bc51c5a2a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9e8a0706a36a56332203fb6700a6e0887869c20b17422e777a18d15a874e361",
          "commitment_y": "0x8866ad6101f90729583653700abc4cb8a5f98b225be440e4f34b420eb8e42d73",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "e2a0d153b9795725c837d10f014dfb118cd2113428781c26e95640cc4fe43f36",
      "temporal_anchor": {
        "anchor_hash": "fd096d500b77f19046dd38aa806cdcb084ae7a27aee05b67f324582ced692289",
        "chain_height": 531361,
        "epoch": 1791417648,
        "previous_anchor": "6e6377466a39e457395598a580aa74d0f0ad29063ef72b6b889978bd996beeea"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.181301+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-558a55e57a880fb37413013f",
      "version": "1.0.0",
      "model_id": "bigscience/distill-bloom-1b3-10x",
      "observation_timestamp": "2026-10-08T00:00:46.752894+00:00",
      "observation_epoch": 1791417646,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x66bad76f1509047be8f6b5062abd72c22fdbb66bc9f329de008f8243c4ea6ac3",
          "commitment_y": "0x888f8ac2a7514e0e131f37bdd2f9e413091c4dacc85c8ced654206af522e5387",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa596bd22d2207aba6ddb0cbb1c62eeac243f09fedb306e812c1ac6c2041158f7",
          "commitment_y": "0x8e658edca77fcca6708d28eb04848315bd5202f01f5cdf5a16af324873de8dbf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x4a91c17b01e64a0c1e73d0cf629d524d3fc0ba7a35826fa6ca66ed7a829d1218",
          "commitment_y": "0x2bd18df3f87ccab7bbe317cd2ee1bf8037fb50f7053861306f943fbd1ce1b926",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf4380deab76a5f74ae49bf7bbffa981b756e554623aee0d6c685f4e36cffbae4",
          "commitment_y": "0x48232a9959d189dd68869445ebd7aeacb885624346b4acc2d3fb70f14d236eb9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4788edb9e452498997cba8e33f3bd927c595d8fcd83bb777a22372861ca496a2",
          "commitment_y": "0x1946ab932e0ae93affbd3ff882ea78c34c725e12b5ae06475338e7ff83dba1bd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x55af37a13bded123bef5bca6a01489138b39db554eeb58a3ba5b1298e8ca8344",
          "commitment_y": "0xcb5e5ad2a4a13a73b41b186a6522e1be20ecbda130f59988f844fc69e50043c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x5f7a5abc7acffac2f1ea0adf693c150130a78b293338a9571e632af1765916f8",
          "commitment_y": "0x271bae8e93774f748f9e602b6934c425dd40c5961ff16481667ed78d88e01717",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5e21c8dfe41049d023a4e5e3f4214d9e77195be4047e34cab0db0dbf4a519c54",
          "commitment_y": "0x712e68a562cf7bf774db2e90e065d10e1151e0ec43bc13598632d4ea3431fd54",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xcdf3c1a73ae6c0c6ef79304f28a18aebad4b1e022ce17c28f29823aada79000e",
          "commitment_y": "0x345e8a9b2ec3af835b72932354790274181726f31706c402df944a2e870015f6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa4e825841fac1dcb6400d859222a491a64202ed7a8f1ac76fdacbdefa380fcad",
          "commitment_y": "0x29bed0d3c12126219db931ed01078f4f3332bb0f39b9e67dea4b605229ef4528",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xddb460babf2c7b1a3fc9f667af50c38fe871fb937a8b8de6efa87be5bd781601",
          "commitment_y": "0xdf71f702e1fa0dacc5ef963d7deb2c57e4a2aa346a17d202017e480e20a217bb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x90953c143ba65cb33737d5e7bc08d402b68953d7c9c33d409e9f31f49daee412",
          "commitment_y": "0x62735745c0b20f5257b8e108c5391b08bb441d645495a5616ebeb56522880315",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xec7bf44544eabe3601cd8fcd897ae01fbd26ed1c01c78779c40cd9eefde8862f",
          "commitment_y": "0x5fc8c642c438a385054b372b47bc0c697b9f1729f7f0af3a6ffdc9026d88c05c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8e7aef44255529c822bd1732c2acd78510fa72fcaf1448d86a05c40370e9e7e8",
          "commitment_y": "0x956a34ef78359c2c6201764807fc82cc1ceb560532d8134fad946a6a600f2351",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x70e140ded5c6c2e53d758d61583d39045dcd4c59f6ea993e7a4dbdd46cbefe5e",
          "commitment_y": "0x1ce8b43d47243e37226ddc0072baabc1c87dd731dfc7058c611d360bcc487550",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xf0d1d0bba042a2be293633e5be0b5bdeec06d222b1b6009e21a773eb2e9a5782",
          "commitment_y": "0x50472fa7cb2810ebf6e1014ba82306ea206644b9a99931d4bce481961a1c4da8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x768d2cffd1a74693a16e9e0b3f170055aa2c00578629cce4bfd1df7f2ad2d251",
          "commitment_y": "0xf439fc8a70ef330abb825ff0e6e80db5a9b5e1b9fe169dffbd42396b0da6ed5f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xb6a4bb553d04c551499c72ac07af9dd1c29d203c7b0ebfb5f358d1f192736a0b",
          "commitment_y": "0x623bf05e71af3cb962e60d8b1e96a1e39fce7d77f783fc89fe14f37af16c3e77",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xad3c3f8ffdfbbbf0bf04f6e194060ec6b1a4f2092cf28ca1be495039458cac20",
          "commitment_y": "0x339709a71c1617f568e082c7596297b662505de085da97da3ff7267d3a72989a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc049a3e4dd70ade7643a8268f01155102986b0f65e2be80c44229f1b9b52566b",
          "commitment_y": "0x676226a6c242e88c5cb1b05c8aad8d5e77d54bde5c9b5c94586134a423ebe4a8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 9,
      "present_count": 11,
      "highest_severity": "CRITICAL",
      "merkle_root": "a043f1f633e4e66883277b31979588ebe1fb8a2b56129766a487d397c5f3be90",
      "temporal_anchor": {
        "anchor_hash": "6e6377466a39e457395598a580aa74d0f0ad29063ef72b6b889978bd996beeea",
        "chain_height": 531360,
        "epoch": 1791417646,
        "previous_anchor": "889259007fd15572326ea0f668076866469de34d87367527ba6b5f5fb9342c3a"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:06.182617+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-d3a20eef0c914201dd3da7ba",
      "version": "1.0.0",
      "model_id": "nvidia/domain-classifier",
      "observation_timestamp": "2026-10-08T00:00:45.114654+00:00",
      "observation_epoch": 1791417645,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa213cf456e556720c205edf5b34e94a64f1c5ea191d57954cfb4a3a3c5076291",
          "commitment_y": "0xaf5c7e9ba78b6aa96491c45cf62ef6ac37ec12a863c7159cdf2220d281f65fd1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8c83ae6070377efa6203165f7f9e23e406434af8bc7857b31882ed4db8890e71",
          "commitment_y": "0xb057886ab27b9fa727b697858cf66cd7de027ec4f351db2fc12df2a5f43e43c4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9ab148beeded575e9548fdff98f5fe14d42e9f9fb4372c030b22700880089825",
          "commitment_y": "0x2f3412d6c2c9e7b50990da7bf040961b28c012a2abebd636f985d818fbceb10c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb213556de3216f2f6223fcaa70f90c1e58e84325c1d7bb46d9020da0619431db",
          "commitment_y": "0x1b26b11e9f13b65bff780f3f06f34f3ffddf8b8f77a97ebde794877ad4a4710b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x896abbed0358210bda777a2f0786dfb52761c636a5f0e0cceb691e9e40147c8e",
          "commitment_y": "0xe02ad34850be897221b2fa186f64195a67b6c6a33873d3d7b3bbbf96924acceb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb58ec1bac7ab0b023a57eae32219b07fcaef1cf5db797633e169388746e27bd9",
          "commitment_y": "0xded2a9ab700f124f48251778cdabf29f908bb7779aa20394497c21dddab5d90",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xf2e54fc6293c148772b877e56f1a9915d3d5d84e855d45c855895f8a681fe2e9",
          "commitment_y": "0xcf13f3aa766000a0c6ec18cd5e2163a657a24834d42168d49c84adcbeafdb9c2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1b734e993bb308b3e0ad1d9fe299932229e57a6244fdd76ebb9ce49ccf8bba7d",
          "commitment_y": "0xc2e16c8840f0149b83cd438a754d7979aad26ee78f1d6c03cac0aedd887f999a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xc4f4da4a570f63561655dcb3421d43b17be1c9f37abbe5ba75bf7ae1dcff64a",
          "commitment_y": "0x6cbad87bb83e16273c95ce3968298b918ceda1dcce145c9e04924cdf32417b3b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7c98ed2f5a1d84987cb8d2c09f1698c20158860ef4525c7a5dc6e71a5b0cad7c",
          "commitment_y": "0x3689d804db4c9506a7be98b057d3ecd6730fe7f7c69d9b31c270cced0d9b7a1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x35a5aff97a9bb9974eed887baf6184879982835da4c0899687dab5f404768073",
          "commitment_y": "0xc0010ef6ea465c319fa2b93bf89c244df6b418ad770ad657134c765b97c424e3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf542965bcbba5c7e9a35eef0d92167de46c3f3d4798b25ca31697b26c9d248f5",
          "commitment_y": "0x58220aa7384470a5feedcc0f8ad905defcaf8281780b5cd0e8f03131e3a39c86",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7df044d0a596483bcf0adb999e3e2ab341b8d52db4f408eff11308bb9c71d08f",
          "commitment_y": "0x3f9f72d3e9b587f07f9137324026d1f8f994710194fa1d17b67c2eb583f9a246",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x11f562d60c0c62e76a1decbd131f7afd55649398343ff96af97394236dc570d8",
          "commitment_y": "0x47fc7ed4ef4b2c0167988f333d616ab561c487b544dd630d61636216275359b0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xec83390843192f89d14df054892087720604a424793bea6577ba1918b69f01d6",
          "commitment_y": "0x865fa377dad0e053a66356ec2c51bd2daaa3ed88d00affada07fb27d7e6cecdc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x44eaecfa177238752515af4336f7b08293ccc7c7f5c986ecff934a8ab5c60582",
          "commitment_y": "0x660cb5c3996e288d5aa9407d2fb87222d4880f33ed4d870bbab66456ca16bc29",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x25dfb10987388508638d02482fbeec08ed92b5963e7b58d9cd05eb3121a01ea",
          "commitment_y": "0x3d4cfe36b0a89d194234ebeadbdb07b89f8c0525737556eaef12bb8eae8b7528",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x38a0ac559e45a804fa470b1936e55b3e06fa177614ee9c034df17ec2a4995762",
          "commitment_y": "0x537b03452406ab4eedd560e9cb051d2a50035929ea8cd74c09420ac56d281358",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x657e369a28cdd88f533ef1c11b13631f8cc37e09c623d70df5fda85ce9a66822",
          "commitment_y": "0x87ea6f2a642fb179942ab93f21e64c5f3d142d93fb8f1e9f89e760e331890783",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7ee494729b65fda7a486fce199f39d42ae42ad3573c3ed36063c51e3a29c66fc",
          "commitment_y": "0x298ab677e5c80de0d8b2df9c309aa767b666102243e5483baf73b924e1a286f4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "13c422883965e5b1b3bab91d84a356f82f783495d412b5d5fdbfaeba3891b5cf",
      "temporal_anchor": {
        "anchor_hash": "889259007fd15572326ea0f668076866469de34d87367527ba6b5f5fb9342c3a",
        "chain_height": 531359,
        "epoch": 1791417645,
        "previous_anchor": "700471b2d9cee15319b958a40e726e0bad7d8a5bbb613f83f733ad53604b34ce"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.188004+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-86a4f7fc55b7f518c6998474",
      "version": "1.0.0",
      "model_id": "wan-wan/test01",
      "observation_timestamp": "2026-10-08T00:00:43.499194+00:00",
      "observation_epoch": 1791417643,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1de877796fe5450f6fa6f96ae8b72939393c97f37239d5bee17d267cf9656532",
          "commitment_y": "0x2edad1598872bb021d0a3dffd35ce34a892d4b03a44c8f1fc13e72782c3cb357",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4c7583432211a83b5a8374f6596d8b862b13999cf490b5b1ed49449297d2c207",
          "commitment_y": "0x611b173a8b623673ef98aae9b09d946f1c9c2633eb22d4c5c576b1031df8e037",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x299c81e4109b95b694f38e6f03d1ced9fad6bfa394e3220c57b24c7f93686d9c",
          "commitment_y": "0xab52efa0f098968e80c537bd74d01d6e61d221a38a23626d8daa99c510123ace",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xeed62dda8f78e626fc355f449ff4395cd3807f01bcd1ecbf6019accb12388cf2",
          "commitment_y": "0x74614c614340507cec16d205dee0e44258ce4c225ecf27566e1a37e24d242d65",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb398710ee81c97c0dd1054f79b2a04d39a80a7b72676ef862ccc0468f80e5fac",
          "commitment_y": "0x723a234b47b26f5ff80b4035ad56cc17c1b4dd9685d5b4132b57775051df9a1a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x78bb17eb02e7e738b18bacb0b8dffd131d95f453ef0b4b65927e78e2337bba20",
          "commitment_y": "0xb8712089088983a8a232879b2aa3d6e90f6f3f8a9a1189e4dd99c64cd7440127",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xe40936a5edf914cb38452ac3e6cec1f04d74ec08644a9ae2d5193936fe5da4f8",
          "commitment_y": "0x4ea26f2b91007984e27a15e92ae0819739cc1484575b16ef240a4b04a1a0fbb2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x67d9e1aca69ae6e4a96deb367fe40896918245e6f9c60c0fed9256ab28fed06e",
          "commitment_y": "0xf6a7bdcfe818ec8708e5816f5fa62a2e97074ef661cdb459f71f13efe66f5ea6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xa3d4b513356ff9d792174ba7b083ca3be439b90b77d4e271eaef84735cdeb9bd",
          "commitment_y": "0x2c0a737af5a6311f73cdce597f9c8835f4e7ffe3b6a8685f1d07238613647edc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2f5f6d982d3ade422df72fd71a37dcf43bf7ea0f2d797ba7d6a55b8437fbbfe3",
          "commitment_y": "0xcec665ffc570026356fa0412368613927eac79b4ed57ed903db88a7e3f8f416e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x536d015c5bc8360c4ae46d0ba68b5342e34878372e1781b5ac10c24d5cf6553",
          "commitment_y": "0x16232280ad1590fca227bb58ac1f2324c8120394159163904bfd30a0a0e5f65c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x172fa3c1494a8f321fd5d20b087bca82b5fd61366c5f48731b8455eff3020583",
          "commitment_y": "0xabdf737eeeed82f4f5c6206c7ce8b7da7987ee2eaaad70cbc6d113f58cecc9d6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8db1e40f67019356c4f045e88e89478ca4c9e683a0253fe29bb1c22e5fd20dd",
          "commitment_y": "0x991e10f89015bdd924c9a0d7c61ed280269b25f907413b5c9f3ac32a0d69ba63",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x43c2ae729f8605678768b0806059fd71a0cb8962d5909359cfbd36c256e9461",
          "commitment_y": "0x2b53bb09d466df07449850415698d2c58736307cab8fd7a908c2b7cb8bb81ad1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xc43cf3ccac73b93bdfd4089342536584b03ebfdbb492aa4f1b86477a94d536a",
          "commitment_y": "0xb474ce8a2ea7b1290084ee80b1015bcdca0a7b325279948c6b195a352318442d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x568ad599598ee11d70860283335c4a981006614ff41d1e1a6d0a6b530f86d3e8",
          "commitment_y": "0x5c60dea33898ad5ca66163785e771ded43891842c3c2a43690cd612f2eb5ac8f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xce712f9ef358014038aa1b2ee985c3917ea9d296e49a5759b933e7a4b24c6b5",
          "commitment_y": "0x7bc986185737edbd60ea771581f66cc6179b40e720ba865e4c90aabecad81c5f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x58e312d511d3e78699d0a786a1e7e498ecada27989019907f58ebaf7dbda4522",
          "commitment_y": "0xc89919d2f7a5e70e4b754bfe205d2cf171ca3e6a306fd9ba5ed1543087e9d19e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x848d6cea0efb70241d1835ea2afc2471e1e48460ac617a315834fe295183764b",
          "commitment_y": "0x87a9c9ee24f3008158670d0bcf3a0e5065ec48733d82a65968d3d8cc30f4677",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5394ed85aaf1a0b2e2d1b0d2f62a5428028729ab4bb2faec883fe3f2bd0c1072",
          "commitment_y": "0xde9f0516f8399157cf9696cdaacd5ab9d4b4727eaf935786acb95bbcf26d9f68",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "e11d56410bfbb1d5c1730fe9efaa8fd459d9705ddb56b9d0897cf82e0550ed0c",
      "temporal_anchor": {
        "anchor_hash": "700471b2d9cee15319b958a40e726e0bad7d8a5bbb613f83f733ad53604b34ce",
        "chain_height": 531358,
        "epoch": 1791417643,
        "previous_anchor": "e79e917e2ad3471b57fba01240b286e1e53aa7d9b6a87153e7062d4ca70e4868"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:12.204893+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-05025004de527911e3647856",
      "version": "1.0.0",
      "model_id": "timm/convnext_tiny.fb_in22k",
      "observation_timestamp": "2026-10-08T00:00:41.851440+00:00",
      "observation_epoch": 1791417641,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4b71a65c81315f0c952e826fdac2f0ae2c70fe9d076468967840b44455793570",
          "commitment_y": "0xe4a3d5f13758ab84ed2088b11453e1d112e2ff48e6168931a1aa72427898b399",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x54fadd27ed3189ecc8ecfd82d130899fb0c6f95f497b50da0edeaa441e0c30f1",
          "commitment_y": "0x49b258a71d315341908340a7fcbeb94885e37305864f6f7c30573f3add9d4416",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa17b840deeedfd17c8c757aa2b26f56d567dd8eb9ff298e02697cff8206e2e40",
          "commitment_y": "0xe16c9e078a546a99cd1aa441f71b0637a584914b566adbd117cb755cb749d20",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc2f5f65988be9a3009fe546ed95da20f461c7706fd11fd4398a506f170b0a6af",
          "commitment_y": "0x59c660d7f018b323c1ff1fd2e06e295dd2e07c689e97658846fbef0de5d8eed7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6e3717f39e66bd4218a549c84f31041e21c22fd8df6adaa7b0f789850b3afd56",
          "commitment_y": "0xd27311e56053a562bb91747774cbbbc2351309a85a27d0ad91107de81403efc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc023d3df432e3a4910ffd889e6e479d2ac336c8cebc4e2f74598d476a3567e12",
          "commitment_y": "0x24635648d2aea7a88c8eebb2513ff7437e5b365a5d4d19d6b3b7d4b85a6cdb48",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x8492fd685d845a270fea65fd79c43b8b9d1ef30db3e6c9b796f7ac63163dafde",
          "commitment_y": "0x930f6db7402969638279cee29b1ea8eb2bb5e52db5a776668816f2b805bc6f35",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfd55e1af331f46685a0f6e0d878d14b56022531f576c01f869eb2e54c997008f",
          "commitment_y": "0xab28b5e724b6e04eb1491d33c0bdc101bebda38c761c618958ec343f755b4683",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x142ff8fc8ed45184849759b9e818f2c3312494275664ce6323bddc3569d89fe",
          "commitment_y": "0x29b63fc9f3652fc7dfee9c688f87adf98e38fd4da9274c78b82b920ff8a13c5c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc0fdc51c0828f06428d688f6eacb5ba7eac78c8101fbe6feae46e45117dae248",
          "commitment_y": "0x8f0e5261fc7edcd8fbde4f9059b2bd6623123e9db796549b8baf600a27b19edf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x87bb5aa1f20df3cb39c46a48d23294559d24f90b27918b7ef7f553b886518c7",
          "commitment_y": "0x4701db037ba61dd820e409552db44c0e2235fc7067b1df95c6fd79568099ecb6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8c36c129802402ca280cafce626c7d02b86b951c8802f02a9a519207533e3c98",
          "commitment_y": "0xefc1801bc230ee61c7769f80e69f322305035a707eb54ecdd677f3eeab0071f3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xda5b423097dd9c83375be21d6910a2af02c0278d614b9a5bb640ee8774be3fcb",
          "commitment_y": "0x8a83666f79c3ede8ca1212c7a81ad0aab65fd5ca24dd6579b7b1418e5baafa9a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb7f6e637c5f38035dcfb866cf8325dd20c3edd07b81cfeaab7e1a01bbca42656",
          "commitment_y": "0x6be7ddd01f1e864c9920566a7763a8aa4dc74d784418c7464835fc632035d794",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5108079eb027f411ff0d025304ca6e78fb3f5a7362cc7d817f7afb5903a6650e",
          "commitment_y": "0x5c21a5ee96e45cc58994f0b99bfe035cf8ef2ec5a2ad609cdfa4c3ffa379f892",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x744a1e41d44cc88914e282dbbdd8889bcb56eaebba368c7936fceb2aa093d38b",
          "commitment_y": "0x46fcda59e7c76588b81ce26eadf7131edeeea584fb4f6be277b50450bb3e86cc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6a8574cc6555412d79d6b960189e346d6357d52efd3ce8f14b6ba3d5234fcb9c",
          "commitment_y": "0xe6b7a2657fa69b068eb1b6083c9df06eb27060c5db46716092bd8551b3909179",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xef85d2bfe4216beb0295704dc8a2dd60296ab3335954423c08951d34f85a655f",
          "commitment_y": "0x66530ff93efa89f3048a4723cc1f1525edb43b0da3ba24ed15997f194e151877",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc550ff01465d0295c7f3f49f8556985fdcdf3c2f75d326d47dba2c72c59b2fc",
          "commitment_y": "0x8eea7480a8c90c5c6f266a2effd07b0511465665945bf2e6b7f08891bf42413f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcc0664b6f9931c718b3e55d8fee39b903e380f777b6e96b5f8afd835d17df988",
          "commitment_y": "0x3481335da5f593b6c8e4abee6cacfbcfb7a4c77a37d7afd580ae9e4d5401f061",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "7952af7bac8215dca2ec83de4d0c88b2f942d2bc7f351d2f3e4d818f0a63e606",
      "temporal_anchor": {
        "anchor_hash": "e79e917e2ad3471b57fba01240b286e1e53aa7d9b6a87153e7062d4ca70e4868",
        "chain_height": 531357,
        "epoch": 1791417641,
        "previous_anchor": "a7709380316bab21ca905384d1a17630c7942c122d7e060f7e63129f7ba8ed30"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:11.754841+00:00"
      },
      "sonar": {
        "provenance_hash": "b878230a9a55f58871328adfdbdc29b2b77b5866852fbb84846ef16b94b03f96",
        "provenance_score": 0.35000000000000003,
        "base_model": null,
        "license": "apache-2.0",
        "training_section_present": false,
        "declared_datasets": [
          "imagenet-22k"
        ],
        "top_dataset_signals": [],
        "scanned_at": "2026-10-07T02:01:28.230018Z"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-31ce12a70f9b4795f4be9b59",
      "version": "1.0.0",
      "model_id": "MiniMaxAI/MiniMax-M2.1",
      "observation_timestamp": "2026-10-08T00:00:40.233717+00:00",
      "observation_epoch": 1791417640,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc37851c2a75f5651960ce070b5440e321be02b0a5eb3fbf58c3308d633f6902e",
          "commitment_y": "0x3756612719610027ed8d139f469800cbfc96ab39896e53538f40557bdbeb45bb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf55dd36c4795ea237e4daabc2253fce7dc182e88cf9247ff4b75039055097d9f",
          "commitment_y": "0x342166f9485ebf31faf0d7e45051d2b042e4957ae3b60b30e7528a5822a93c6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x901cff35d6289f1c7186722b9cd7df04c97c2ed3bb0bece0cd55ff713d150072",
          "commitment_y": "0xd261e815277b07c647ca19ec50152c3857c9ea2c63dd568e376f20c341ce92c1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x390e33ff32817fbcde498307079561ca1d923a42145d6a6457a5c69952d3128d",
          "commitment_y": "0x17bf88b3091f82fd8507b5c9fed598c2fe1fc8d2f76597bb913c748c0b721df9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4b5c1fccf16b6a92a7a2d2b889ec9ffb96a025903e9df2c8707b410c7503c37a",
          "commitment_y": "0xf5015dbbad327e753c07f61b35974f8020c6464c53358d8deee69c8a101b2153",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd1f71ec844376f571caea4e940086c055075e9f0a89721fed7f6ef5afe21601c",
          "commitment_y": "0xa790a5c0ae6c7647d5e3bdbc8dce030f6e48b39a3a3caf86e2cbbede50d9b9ce",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x2b4e1275b3e9bdf6e5a1c10cca2b0edc2a2d3e2584edab5734724c476eeca894",
          "commitment_y": "0xa96e9e389ad97d2e1f818062384ea758531384a25ede03cf8156989f33fcba93",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xaa064370fb300f0e34f9eff8672fa4c3860c299d36ee90a122bdf8195512dca1",
          "commitment_y": "0x4c5615687e9e2a6e63ffa2914b49306d5375b3decc2b8ad3c789c46d46567551",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x88c5cddc324173ec60d85d77e8a2591f6eccf03427310b6eee2f4c01d4548219",
          "commitment_y": "0x132a77e67069f30a213166e964720b033b5c0ec6af3503f644f685787b1e82f4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc4477bffc918bf2cce83326de1670bd89cc7d1ca44822fdd8f81f6c04fb4899c",
          "commitment_y": "0x36d404e1f45c2fa08b8a122da8a1f5113fde52ed9923d8f1ab8b907262e7c753",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x3771b32722d23465df88244f3537a7da9651f3d0691438c0b508189e9a8ade68",
          "commitment_y": "0xeb032a44cecdc0ce3b37fd7a2f55e72a3120f4983d398c4a78d9f0454b2ed9ae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xad1f20aa937c6221f3b8a703423c21e1a58b83f0793ddc9d3fa66f2ca1d08f70",
          "commitment_y": "0x71e609d26e282ad7cb18ff44883b1c8aa51b1e2decd8afb970410eed53410ee0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x22b5f0aad0c6f928e84b402abedac238f90ff809b78dff9532a30ba7a03d1a38",
          "commitment_y": "0xcf33f2b80d6f977db23fff34d574f398737315beac59657d9da525b2d1cfa91f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x15162f8023c62eea432afb120bb1019fa8b30cc2d63e4208c6446e536497491b",
          "commitment_y": "0x9a16ba92dbabea9c81ef862d764aadde3deb572394b08e758e1d5e40cfa4db2a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x87e1395469cbcea0584f871f45654432705ba304091e84942af6fdeb2f7f6966",
          "commitment_y": "0xcf9390b91e95bbe81e412110c93d54bf8c2d32e5ccb32f5ac315bb5a4984e3be",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xd1840b3e56ff18bdf94b18498dafcc952fec62f68cc80af34d2bfbf717fe6760",
          "commitment_y": "0x3b12ed14b9e9ef77cdd048ce3570699398b9d351127203ada3dd50357eefbe1d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc9bbbe26b1b58fedc9a3b6d697124eeaa73ff578ab6d32eb32d08240f710214f",
          "commitment_y": "0xc84a6f6ad27233a56ef2579bdfd41d1be74b0db80628c77893a9f11b85e6a22e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdfd364f24afa9caa0880fcb210fcea291f6e188ff6763569925ccf696cb1ea5e",
          "commitment_y": "0x3aea7129b7accc0110c17162accff92e38d6aec930058e315d8e67a57c2f241",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb817082a97ef8edc544c6c7256aa6ceb86d4d6c981e5b511f9914040202e1465",
          "commitment_y": "0xf8726582406064421ec34b771717368f90e891875fc4b9da906f6d1eaaa06620",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x649241260177bdbd16cf86e0cd9e5b2bc08565d32cff26f4d104b6c31affdd1f",
          "commitment_y": "0xaba0c2ca93394461085bce1b047aa8a00af73182e7677dd51e8f8439ccb0c853",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "48ee9c144788744e0bed6ebe0586aaa94cc7dacbd78feca799087ec55c946d42",
      "temporal_anchor": {
        "anchor_hash": "a7709380316bab21ca905384d1a17630c7942c122d7e060f7e63129f7ba8ed30",
        "chain_height": 531356,
        "epoch": 1791417640,
        "previous_anchor": "8e272d63dea23ce0f22967bebd49ad1aaafa17c1c10bc3e78c2b976eac343587"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:03.454053+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-1e8d1ae8fff5a7664ef218be",
      "version": "1.0.0",
      "model_id": "apple/deeplabv3-mobilevit-xx-small",
      "observation_timestamp": "2026-10-08T00:00:38.417400+00:00",
      "observation_epoch": 1791417638,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb035e7d429f29c71215b63733e16a62b53686a69f44f744349436ea9a6f9557",
          "commitment_y": "0x5e9dc842a68c85615b2321cfc62491256422c0ff7dc81aee206ae4eece259f94",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1fc95a8002f408ab0547c137423b22c4d0e9086a794f09cd7b992835b35fc4ee",
          "commitment_y": "0xd945b62612b8275a40052e1792ab687a516bd896b4568a8243b6cea4f0c8b18",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb0ae70837b534b1ba2058e783f6ed5f905e74cc9c3de28f8bb02a14d71add043",
          "commitment_y": "0xfa006817bf8c0c2148e85612aa95faf9137024c2a5582b3d03f9b1a91b70b125",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6cad2e48ba5b99626751f4b2bf15266a2eed9c5bc8d12efd92082ef10ecdb5ca",
          "commitment_y": "0xe0e0257b4459fe51a25d5dd08cd7c67f33ab987b205beb1efda650f883dcbe39",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9c74966df43251ff9721f951942934f7bf62969068e437d8e7314aba417b79d4",
          "commitment_y": "0xad2602ce3135fcd77827a927a023ce53dbfd38dc7d4905662b4f8888f621b715",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x8b76f353ec46981bc9c8e0692999f6f726419019fabb7a09488a70cfb0778c41",
          "commitment_y": "0xff8a893cd03af60f920a0a89d2065a9aa1dfedad54dcd109475a0500afaa0b0e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xd6bdfbdb0ee31e418a11df9e92682ca2aff689bea4d1bf44ff41c7558c63de03",
          "commitment_y": "0x80d234a7686ce78e78b01cae8e642426c3e62ad3633157979845c393a459a699",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x39aecb99f881ddbe8ae3042744f96737c97d5d9b9dbcd449108f8f2a53e7f83a",
          "commitment_y": "0xbfc817b0726dbf987130dda6550ad412a1241ba64427f8b8732763995d03f0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x2e9f7752c9aca9d0d16eff046227bf6037f5e48264bd392afa3a5dcf6c062187",
          "commitment_y": "0x620fd46fdfbd2f244695b6e1a7bbac5fbfc8e1648d2174e9c29eccfc97d3b82c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcf3792210b9c74705f4f2af518f1228c16d904c246c60c5aa3fd2aceca1cfa7f",
          "commitment_y": "0xdc23aa82e34ee8d57e60690ae4be20319326b8426a07a5b35d94b509cec9511e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xc5f242cf7ec9c0901995fbf50e690b147a821e5d91c5178e9862679f5c075c71",
          "commitment_y": "0xdff2d295a139a590d8cf1ae4f544ccbfe17de52d0d472766d4b1d261302cfe7a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd3cd9288b12fa0f659c5934d23a6b2e5c647d2dbf70fdb0775870f64c7c13a76",
          "commitment_y": "0xb793454f9104d2fd2dd63b360350d2b493edd2490006ca80383a4a18cf89ffbb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x944f758396dd4e950361a02b1ce788bf06d8b456d2524fbdbfb1450c9a944c1f",
          "commitment_y": "0x22a5875a3b23e6468cf80208775dfc71c1804f9f3e976e44bb6ee4534de1805",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc7350442400849aadda318e13e0bc799e5d80de50d25c15693444bfdac73f847",
          "commitment_y": "0xb1950b056b6dd5faabbbf122a57499ad9cb7f264918861d375868f17181111fa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x46f3d387ccd436fcd27e3d04726eea3c5ff67e04f1918d57f157ccc366609470",
          "commitment_y": "0x2406b5b95735f75ff1014868a6998f966fcc0ea833aefd54c4757198a4e1695e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xbfb03b317f3013ee00f67278ddb26870f6f404626e1dcbe2b7778f93459d0e70",
          "commitment_y": "0xe39060fb18a054b0c738dac02db916960b7ff58e4724bd402dd5c99ab1dac263",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7d55d9175003ae80f2549ec0e8e4bed75f10487cc4926fc2b8be89642cae24b5",
          "commitment_y": "0x3934ddb64a2adefbe2daabea1251a67cde26888459e5dac632244b9a6a51dce3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xd7f8e566efe28e363a429199b462567c07563a598aa77693adcda64cbdb0d5ab",
          "commitment_y": "0x6604263ad35069cb61d67e20d93f7639ec2f8e0b36dcdfe1925dc15b4f8414ec",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x30b13e8ec0cfb24d130a4b4d53437f7d584d1b76e2f83e9a47b15f9adee58731",
          "commitment_y": "0x26bde5f2c218a4a674b05fd809da2c1026345144f584de2c43ec160c0ee65597",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe496c945d0c8a4c7939c625e77b60b0d70437c0d56d56dc83cfe3d5f59c1a9c5",
          "commitment_y": "0xcb7d7d87740f18fb9b8f8f8fa5849043fc3af5bfafd548b1c6928674b818dd50",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 12,
      "present_count": 8,
      "highest_severity": "CRITICAL",
      "merkle_root": "f3ed0712bb5392ddfa42dcfa9932508a4668c94293cacaa161a6eda50a715a38",
      "temporal_anchor": {
        "anchor_hash": "8e272d63dea23ce0f22967bebd49ad1aaafa17c1c10bc3e78c2b976eac343587",
        "chain_height": 531355,
        "epoch": 1791417638,
        "previous_anchor": "2b67c5eead6d177a0fcc46079400f386096ca05f6e6e5a4e28d13c172aa41104"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 12,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.873226+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-4dfa26f512b030de3f14de3b",
      "version": "1.0.0",
      "model_id": "google/siglip2-base-patch16-224",
      "observation_timestamp": "2026-10-08T00:00:36.815725+00:00",
      "observation_epoch": 1791417636,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf72693c760f7d0591ded8adc2679f3be5bbc711caf02d3185102e8a17f0216cd",
          "commitment_y": "0xc5a1ce435329f3f16611fd66366a5832fc669c04b035e60e8d04aff17d3a4fce",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb10183fedec3ac1931aad33e3fe303d60e927da4f12abc34bf86fc42b28136d1",
          "commitment_y": "0xbe22337a2ddea79cefc49afd1b332f459911c97f32bd3e39e2b5c067fd475d8c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6a13ffbbdd80b0a2de1c88e4311aae72aa119a780d060c31b25205d1a0ef489a",
          "commitment_y": "0x4458c6664253cad5e6fd578d41519cae02e9dcd4d53a44c16e8a2201c77081e6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbf8e5e93ab18416ac9e63171c8592379fe1856fe93752db9a6f9d4ea887b5f6f",
          "commitment_y": "0x7417b40b75533ddb82224a87af62cc1332b82942228ca18cca43093b467cff54",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfbeeae85c4b3697180b9e655e1f66eaa8b7360c370803fc72e2b96bf46c66391",
          "commitment_y": "0xbc7f0c212d9bff13792ca17a4e936e267d9f8cff04366ef58741af067a8ab9c3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x904223d81fc746eb0b81101e16ff401de5936442e9f332570a9fa3746e8ee310",
          "commitment_y": "0xd723153803084940486f48e40de5619afb65866d77dd9cbe44682d004484dcf6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xec69d1f5bca1dcf948bf817c87b69d682b8efe14ec8ab11657d79a8d10a90af0",
          "commitment_y": "0x7be8fea074dfd9c07383219e78cca1a1cead37aa4b5b3bee7e48500e222beb56",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8b7c3eb64894701f843f4fd50faaf31ad37cc679804ba4d106e463f98416d066",
          "commitment_y": "0x86c0c49c10fb10126e10745942e4b8e7af1b7844cec65d14588efa9bbc1bcfff",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x2d88de2584105e24c21fd1fd96da4541f8d9d86e1a6544ccfb893560148a0280",
          "commitment_y": "0xab850ca8be76e0bd237771ca1b1b83fb12c8ee21387a98edb71f60e39e642daa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe9c1fd4dc53be037353e8f0a6e90e8fad921693bbd7cf872c6adfd483ef76e30",
          "commitment_y": "0x1a5ae270a68d8075ab9e684710bcaac3dede1c755e36bb0840b1b26b0d39740c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xd8fcfd043f1c04fc20c36d3fa2d9e674f4e095045728c6b9053cbdc3667a7fb3",
          "commitment_y": "0x2179978323a71f364e7941b6c7c72b295e66ccad298968fe0cf27ee583c16881",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe971919b8994cad480c73d7a44ee888e1c49db3c386846f0e57a90d63b54fcba",
          "commitment_y": "0x403f8e56b4c0baba8379c83c9db118a105d263822257c356ee213dc77a6d15af",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7af98ba4c40dbbb809155eb65aedc52f6b13d1dda14d8b30c6b22529b031649c",
          "commitment_y": "0x9d7103ef1d5e5ccfa0eb630dade119bce09f30f8e8fb20ed6dcf5755360c92db",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xec1f06cf021f659bf9d2af3bd83feb13f5d24aeb4b106e4585d29eef0cd64315",
          "commitment_y": "0x5a5fd9fe65fe3995f3c9cda1e373040d17fc5c66129d5421fb05f77f0a7fff9e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x17070c18209fe9f768dfa55e68351f01946552d6f59343ddbad0d8fe82adab89",
          "commitment_y": "0xb31f6958dacf8b820a16069ba62fc9e393904555a35002e0c0b19173641f8ef3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xdbbb5622224a2a131bd06b25f2f008ac24056749476e86b655811c52545d67cf",
          "commitment_y": "0xc1d443087c945500a029247eb58555d1996d51a2a1b6d6c3ba0da11522429be",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x923156ccc4febc409387f12a7a67fda2a3f9a917a532ae3c2d60a3caf79b318f",
          "commitment_y": "0x561b1a97ec67418a6e6cd5c4778d4977dd9ca8f18a2363d8a36720f51f647179",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xfec75f18b428ee60fc12a1449de70bc38f6f014ef2c1805f55b52d56267e295b",
          "commitment_y": "0xbf497aad4ce1e5fdf1f8b4eb16edf11fb8c37187e4447b85b7fde5b0c7ea7f16",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2656004e229a521c4e7d0a7e7a6367287240aa54eb71575ca5b4f953ed4b857f",
          "commitment_y": "0x48d6d4d8d7fcf2b97a03460ee2caacce93a37c74b2c353ff1d6c55ac94ec4665",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x794230959e3362e72f089a09d345641e9ee80aa5ef5b9229691a88d90c23b5f4",
          "commitment_y": "0x50f98b970fa617b20b2fa454cae1962e27ad188e51417ccaf6171f7fc97bcb87",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 13,
      "present_count": 7,
      "highest_severity": "CRITICAL",
      "merkle_root": "35f8c829ca065cd3d5ff16783a1d5cefc08eec605f6ee717f86674c7c3404467",
      "temporal_anchor": {
        "anchor_hash": "2b67c5eead6d177a0fcc46079400f386096ca05f6e6e5a4e28d13c172aa41104",
        "chain_height": 531354,
        "epoch": 1791417636,
        "previous_anchor": "584a3410eb113a56dcb7cd87523e6b07b70def3c4564aac6de264d9968a8dec0"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 13,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.756573+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-29b1fb96cfc86e0dea2e9d5f",
      "version": "1.0.0",
      "model_id": "shortylow1358/laurenscarygirltdreboot",
      "observation_timestamp": "2026-10-08T00:00:35.299674+00:00",
      "observation_epoch": 1791417635,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa84de9690cb65a3089cb22eb229b819770d19fd25d62bd82f27e6af55560af6f",
          "commitment_y": "0x8b0bfd4eaeb52502a77f17344822929c563fd524c864b704111fd555f8d01d9f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3f082c730b2cff4a7446984b4f5789d6e395676c5d1552dcb6dab07cf6b3ebe4",
          "commitment_y": "0x8724aafcab53ca297b2b8d0c0546849409601ae7fe4949bcabdd168d95473d9e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbadfec812e4e5c336b3c3d7a0c09a077e01aadcdb7acddc3c2dd4d336de91594",
          "commitment_y": "0xcbd5f1fe3a39ea8bd8421a4f0fed6e484d1f3d20de38c07a5c088df57c3f0a8e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2f4b3e2d0b1fa7ada35b90ed1fd082829fd3d4dc48fa542ecdef679100fcc26d",
          "commitment_y": "0x872bb26b38d47ae411fc3a5c76e142c31bf25e7453017be06d14bcc796a2efa9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe8135fc44061ba6421c1c78a4fc866acaad290cdab0da0dded395c6392d369d9",
          "commitment_y": "0x69d23ed71e9662f74e95fe9807caed75564e9b5013e26d462cb87bf2cb7738ff",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4fa81ad442495898dcd42186e3fb4d0481fa36fc85ff79fca819630c3172cfff",
          "commitment_y": "0x14716f034509c5f12efd107b5f6f20e98012f2c8bb6f5a840fd3738f77b82db2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x454a63ddb36b85eb2fa25156ec5af9b2bd46bc68987258f01df1441374b423da",
          "commitment_y": "0x590cc2e72d71c6db5bf7eb063536b2a913359d6f3108c564a4c475590b4fd53e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x95570189795e03d84bad788ec5c1b15dba6fb0ab2eb1d82d2dc95f40344ca248",
          "commitment_y": "0xa506a3fe1aa9fdd9f0b752c5aa36c4a7361c65047715fef96120b93b4db56483",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x60e290b59079eed6a7cc5d3afcf08297ec0cf0225ce104f127dca4023747c1e3",
          "commitment_y": "0xc1613ca7d1ba7e56a1f8bcc2965ab079124c51f73154fc74d378530a3c6a27e3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc6fffd0799f80608b13993604eecc7dfccd60f3b46277bf9561d5f743391111",
          "commitment_y": "0x990fc58a1572160dbcb3b900321ce1cf447664664c33f1257c33d500828f6a58",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xe7e0273167821081d93b67a3ac14337039d05ae97af78d8f01af7a41385da262",
          "commitment_y": "0xf2410c485424349a60874f9a9b2092f9b90b31b76e79cae0dee6657888e75448",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa931050aa235dbbbe93cf6450bed9f4941616fb2d37786e0d7fb004dbcb96c31",
          "commitment_y": "0xcc70d0fc9e8bc0ef2c1d2d534f73e2520d80cff613344fb9df7f33cd596bacdb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5a3d131c09f4ea7e9186820477607afe1a093aedebcf5b56fb85bb8be7aef9a7",
          "commitment_y": "0x43dafbd07b5ec48d6e0922f6ef112a89b517799ed53da6f92ff3cf519a676e54",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3ec5b6b835f04517c7fc0dd1d94df141630768a0c8fad06fe44763cc28ae5dee",
          "commitment_y": "0x9c79d0b6e9c2749bc23f481f5f1c327b8f9e076440b26cca840c695ae4aac4f9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x78bac322803edc302c753afb522da73bc81c2012a4a3a5d515e4091aab5cf37a",
          "commitment_y": "0xadada578c7b70f103cd43c666a7596fe9d54f56ef9b2cd274c38ad95fbda3cf3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb73839d25ad2cfd19c7d5c9cf4b3c1ded8b957dfd97f56099be0183ec428c3bc",
          "commitment_y": "0x9868342a8deb916f7852318c9385f50066fc5fc511428ba5e3cc3aa27f93139d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x11c0a9a702a93ff1fafdccc12ef6989adc54f6c2fe12cc06350c7c56aeb15f8a",
          "commitment_y": "0x5dc01fba151ed04796e168ab1107a4107fdf8b048dc8b3551cf72b11839eb36e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf7c0aa8a1b6f92f05edb3b29862f62a636ceca3db5f9393103a791466d835388",
          "commitment_y": "0x84f692f55890246f451c539f46f4084c1345c0939ecac15bc84d9a9a6b63cf3f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xca43480cb1b5517079d67688e503d17bf875edf6763fc8bee3f2765e377aabd8",
          "commitment_y": "0x16f0f929d801c6600a309564459d3b5d56282cd14ca5f43b5fab4b3248a8fb18",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xff5d7119caa18c888bd67be148c6fd07037884deb4fa20dff717ef6ba01e9c73",
          "commitment_y": "0x3c15fafdc4dcfbb7f78fe9c09f94064a341f0caeeba6833eb5b78ba0fc0c18a7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "d657fb80e243aa17a905ad9ef128b35feabf6a3e9f21afb904177bc5fb955643",
      "temporal_anchor": {
        "anchor_hash": "584a3410eb113a56dcb7cd87523e6b07b70def3c4564aac6de264d9968a8dec0",
        "chain_height": 531353,
        "epoch": 1791417635,
        "previous_anchor": "b4920badccc093714424dd9e43a0d02790ca4ee3eccfc7ffd68f9e114fb71a05"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:11.203076+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-27ba734bb228bc3946c9a9c9",
      "version": "1.0.0",
      "model_id": "gsdf/EasyNegative",
      "observation_timestamp": "2026-10-08T00:00:33.440902+00:00",
      "observation_epoch": 1791417633,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x22c099c35d31c4b229b89e6ac9a5ef1eab3a0184d3752fb04f05589dc1a410f0",
          "commitment_y": "0xe9461399ba04f52d97930c90c0276908c7c8890ce36cc76f8bbe8f45b24cae12",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7d0dcfbb00b8df49c02414ca7a00c8f82b4fe74f59f6608fccab68dc00a1f195",
          "commitment_y": "0x2694f692723c3d92c6d9d898c0d1878c85ee003a5cc6d50e5766d7a872610050",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x33a3a634b2ef72b536659d2cc2bf1fd561b22970f246d17ffb8a93d9bbfd3285",
          "commitment_y": "0xb9415f8790482d029b54ee4fe1bac23bd6351056c76917dea368fd0ae9063a2b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa200b7c7707eb29223c6e9aef0d254f89e0e17a6732d657519a59cc2bf455ee1",
          "commitment_y": "0x1ccf32da764cd407dbe5734f6f472ca346f08ce1901df3cf89d4882dcfd3f17e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x36f3ca3adbc99a09b8c1bfd025def5eec83149b6335449c157df91c67b94eff2",
          "commitment_y": "0x789d0b923ca8312df1e153286c74180c7f71c25d028b81ef9f52be5a877222c1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc2a45e371cb0ec1aa6253240ae55979c6a8199224400868c43e171197a7279d4",
          "commitment_y": "0x7fab56c8c7858759f2771e8832b775b773953c5a54f9d16b2241a7820019ad43",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xb7a145589f373464fdca089e12dc9f683bd286c82b9facd23e7c4bb0bbfb2935",
          "commitment_y": "0xd51f0a12401e123c4e35967f0d44c168c0ef8766e4c267e7c5acfa7b2f60f2b7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf50e915665089ce83986663e602b6e56dece14e06aefbc677907b6bc90a09d3",
          "commitment_y": "0xd33e0ce9e8277ba602f95336fe9b14e0e3508137cea16fa2c96cdea78523acac",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xdc9b4224b664c7024c181c4cf5ed60dead1c37d0676a2c99c0d47184ba53cb5",
          "commitment_y": "0xc321305cf6cd21d2a82833a25393f85115a08d43e0813ce135219279d8637e0a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xee1406373f9e63e8bfe2afcd843fb38b10ed67d9dfc53c35a65806f053453b80",
          "commitment_y": "0xcfde04a99f3924376781a5639d655a5542879b8543a8604c7f29e60fc18e9a6d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x52ebf9fce77d08afeff11cb17b1b08076ae00bb8bbe22b2b445e6e4fde0516ac",
          "commitment_y": "0x1b8eea279b0807a4089993a28a8bf721c02646039e5c13762eed3d83320fe25e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa211377bcd8206df35ff3450a558389dc6f00cc040a9e2324f9a24e5699f5453",
          "commitment_y": "0x996934ecb0f734c0e1f333bf40057c0bd5b456039c0b1ecc12249cc1b8d6254f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3100b727533906dbdf6690cbcbfaea3304f37cef02c86ac9ee94ae747e24582a",
          "commitment_y": "0x6fc35f92f85188bbebd773057e114cdf0a86a17c7e1d39f8ca87e7328672a07",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9b4860c10c4b29dabfa0bcc1db2451db2ee935ff6d282c2c942f05b86378e4c0",
          "commitment_y": "0x30b1d6227881a1365cffdcb01bb192144a7ba1d0019546d856d8a3385661942",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb629ab21f6e1e2effac0eb406897b3ebed79bf904359893e69fe053a153912e0",
          "commitment_y": "0x4449f43f5a154ea8bf67e39921d2f9c4846acbfc7280c70ec5a8c327c043ad7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x66996c854f14f8bb859d9161de20af99748038fc46841c316b0b0ce6a55f4213",
          "commitment_y": "0x306dbccbd0ac5f95abdf41a23ce9f32a699104d4ec76e341823563344216d09f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf4565520f53c4001b148c68a54f9f07fd9433cfa3c9613d35a009357b5d85b84",
          "commitment_y": "0x2ee73c061a33407d36171792c102f61d336ba2bae68f4ab53f8411819512df2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x67c9c6560451f145e13d9be82068831de8d3daff63442cbc084f9db4619f5859",
          "commitment_y": "0x7cac570c3e077c0968168f84d1b45770cadc57d30c9bf8d4fcc54c4102b1fd92",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4b55323a1f70973baa3de04dee395587ac935907464346e8f460bd977d6565ec",
          "commitment_y": "0xc9b7b0f9c6db48915eee0be9b278a60f28fa9e3ba7871dbcc2cca81a0cfdf64",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x52e6940e01387d4dd477d1025790e0c4ddb838bd7c3340dd14c2bcf769b7085f",
          "commitment_y": "0x98612537dcbb3156c88758f5c93e79653239981b0cff919797c7bfc7fc9f2c7d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "81b38a938fa4c0d7866bafdeebb6d7b7a4a66c528ff97f7119f794f2c42531aa",
      "temporal_anchor": {
        "anchor_hash": "b4920badccc093714424dd9e43a0d02790ca4ee3eccfc7ffd68f9e114fb71a05",
        "chain_height": 531352,
        "epoch": 1791417633,
        "previous_anchor": "5e1dfe32829973b62ff7efdce856677a9af54b0c2d7c6a03d40dbe171381780e"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.831215+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-b4568107a77512eab759b649",
      "version": "1.0.0",
      "model_id": "keremberke/yolov8m-pothole-segmentation",
      "observation_timestamp": "2026-10-08T00:00:32.009634+00:00",
      "observation_epoch": 1791417632,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7a03dc021c42b1c461b958497beeef71d6b62c7b38c16d905466510dc2085cf",
          "commitment_y": "0xc3c2f0f72b3f111008ddb4fccc2d64714e2f5003200278271f7670921cadd80d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xe42c370c0cd54a96d7ae0f64709175a6a77d557b22b9e1fd85e0122ce0193237",
          "commitment_y": "0x8ebc9f45a579c457d2891221621817a19ec4f2095cc9bb8fa2b12c21635b81c4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf6930b204bfcedcd86e5b8aa041aff44fc269d6cdd0300973e1620d77572b239",
          "commitment_y": "0x437b7bc0162068c37086949da1b1ec43b301382970cb8f2faea721cbf90d814e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x87d0eb373469c3b5b4059a2dc92dcabd0415f17eb0fe5da0055f6af0d958659e",
          "commitment_y": "0x1af6ed0531bddf608cd5aa8d9f7c3fb1868f7296856d3f9a240d72d98bbecbb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x47b8ed29928477bf308fb2befd183a8caa7f1539d0f07784f2f23da6ddb6e045",
          "commitment_y": "0xf1c3330b9bd54737ad86d7295bb1d850847382cf4c9a45c8d53b04edd6f0928f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4e2d3269cc4eb30ec18e705fc0685c17f1dc791b86bf306460a91a6f65b39631",
          "commitment_y": "0xe21ab451bd4de4085ab078a4cc5f2a3e1e0d652c34ad299048b21c02c58d3df6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x318d66ea13f6fb7cd3b9b7082281ae84b18c425aaaebb4e67302327a57e68ec5",
          "commitment_y": "0x4cb98a88f9e4838258a1c1b917ee55b36704a57da303da414502ebe1ea428e35",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x26a7a5d0ee2e30b38a47e3391d03f59dcf6e2cb9d7e27c513b49ef46c45e99b1",
          "commitment_y": "0x5be8709bd3aece2aa4c03cecfd575048ee2aae69d8bad5f5acb338fb0a21f4a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xe5b078b36e1ece3ae98fad986a9c300e36d3c37eb9446b3657d4e1cb25dfd447",
          "commitment_y": "0xb3d997cc08d21372b56c5d05a7ebf40146ddbb8810ad96cec6b0c0a3a4ce04f1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2873e0a4bbdd3a85dff73e7964dedeeda7bdb8dedad9699db6db8adc9bf7fda1",
          "commitment_y": "0x14851eb0a01dd498de7acd460aed9dea50851ffd279daee6ec566aee119142ed",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xb1ffc7f42415964430d90ee283b63bdf1c13772f6785c3e6edb070792660c279",
          "commitment_y": "0xfd7ae624ac871c7087439df4dceb757e38303399e0c61a25266bceb3e2c72912",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x72882a146693dff6589bcf2aed346e0e2c17f99996c6346dd043db26084daaa9",
          "commitment_y": "0x5fac48db489c632ab66df2055ae89ffe0727f9dc43cf310dcb58e8662d3ccf9d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe871d91beffc974a21dc041294f706de27f0bc0dce3e0f58e1663824152b9622",
          "commitment_y": "0x1623992bbeb73b8dfa8c1183fe5dd24daa714d7db343f831c90151b1ccec891c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x85a1ce2feeb90184837e176365e3fae69ad738152286f129645a714afad8c7b8",
          "commitment_y": "0x3ff807b92aec57fdc074d3703c33ac50af01e853bf6639ae626433ecc80df3dc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd7cab6df4c5f0b91908436c6528a034b2eb2c6e63a95776cd0cf983c9ec0195",
          "commitment_y": "0xebc6e16f855b81a6b23a1afd554b80522752ba06e052471879bfc36b27d066ed",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9332e65114ffa86c17d38f4668b4f63cc6406dbbb5d75323d4717b048bf9b610",
          "commitment_y": "0x630cfdcadf9456cb87777b76148f8209e01dc5d7d318851e78400079d2a41359",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5a071849d809c90ed0322e066362acfc06291f63942a8587bb09d22ed4a56ba1",
          "commitment_y": "0xf1e95f46a9ec092c6a59c7249751e41543df4cd1893d8d678f8efcbd9ba6610f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5e164340c0b97a0e51f20051d4dc35fa286635ee7776a60cf28cdb0adc57b679",
          "commitment_y": "0xef6df82892676f2d26fca4abfe97e7e4ef394e4f57d04483529bf65edebdd73d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5fa2b818055de991371716466afbcf6e24b825f54af683f42e6c3028710e3885",
          "commitment_y": "0x85186ed2188d68a2c015fe769ea79a5c008ab7e7bbf46e79d549a10e3a22e130",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1d0f35f5b29b7658481a2c727a412d6065c2f66575d4468f3eada7caebb9d565",
          "commitment_y": "0x8915c863e74251cda61f49f7d408eab8543e9fc592c355b8cb181d9a25bb93a8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "1bcba3811cc8d6aff7eece1a5766113b9ec8b794d6dd66618bdf993a7eef4288",
      "temporal_anchor": {
        "anchor_hash": "5e1dfe32829973b62ff7efdce856677a9af54b0c2d7c6a03d40dbe171381780e",
        "chain_height": 531351,
        "epoch": 1791417632,
        "previous_anchor": "7112fbf66c253a496d90d65e0f73cf6528a83f174f220cd58394fd4e9b97f493"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(c)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Art. 22",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 10,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.463492+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-a9686c78f3c534d253a72c1f",
      "version": "1.0.0",
      "model_id": "hf-doc-build/doc-build",
      "observation_timestamp": "2026-10-08T00:00:30.398231+00:00",
      "observation_epoch": 1791417630,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7f7f7d026b9af4c8e6373666a30ce55217f9ced1205ffcf33757979f44151681",
          "commitment_y": "0x2f037022d343dfebbe7bf41537ca11b510ad364af51ccef076849b70f76f7a0b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd222a21242d2f9130db9065de20c3cd81a4c421ba192b574d6263b32b8c300de",
          "commitment_y": "0xa84a9f1f4fc0555b74356b091fa6593540367aa9ed77ac32595e11403819b9f4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x64f34f1b81fd67b21fe5b01902b602e0714c67836b582ee8f10b52f77c14d9cc",
          "commitment_y": "0x7e8799f133b80933bd128d5d012985cdb67022c4e3407e337af9c8f0054db333",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x41fae5006471c05f2d98357cc85533f65a4e919a00bca15d152604c6adb8b35b",
          "commitment_y": "0xba6ca20dff5eeca098ff0041715ef6af9b66ea1aab2cc1423426e23490d19da7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x229dcd8e4f6d761665c826b52c37b90a8081ee4d39f4f18266fca47dd1d0eeb3",
          "commitment_y": "0xf393b4ecb8346a8968cf270c5f0dc0c32510999dceb59ae1a1ddd37fc7adae3b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xeb2eac4a8f03b340c7b92cad51d739a6fc9e61a0c4848d52a9eb234a0cdeeef0",
          "commitment_y": "0x12c435041a64bb2b03f5b1006ae5c97ce1b565bb43092e161c223afb2c09f080",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xdf88d08df07cbbaa779de7d092bd766f19fdac1b4d4cfa1aa987e4e89c30f70e",
          "commitment_y": "0xda3185b14bdc435caced6f81290c8796febf4c52dab633b186d9c895e14721c8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4b9069504f559d7fc473233ef7c995e4e2378edd2e52e9253384bf7f91754571",
          "commitment_y": "0xac1aa499c2dc498d6da35286725745bf6bc0b649e43238b48660820544f136d4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x731158dc95b60f19e373db618b0ac6f2267de9751ea2329377b61b416b926364",
          "commitment_y": "0xa994a9f07dc2743940ab166c92099a206ea02b4ee29ae5edbca637ec4813dd40",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2ab5c82553fcf36370850797342b61196466e5acd125e5223d3bea9eda2922ca",
          "commitment_y": "0x4857c194b13001ca8b3e2d4f1913970fbabd0ee352836f6b89a7764cf2712f0a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x6edd41631c4bcda8d4dc7dda0d7019a09abef0b49ef15bf3883c112ff8c76548",
          "commitment_y": "0x7ed267847e82dc0a1e54b26e7dc926d8474914f76279e1e70e26bce21df9f40e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1b2de7c27fdb96577fc7bb7af64090cd77abb170dcfc8aeecec53a013e2e8941",
          "commitment_y": "0x8e92bae516b604e1de1a0c274e38067ca85dfe8fe20010b8071295206b71c811",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc6cc3851e04fcd50305b11aa3a4a945ed9e95ae9115116ffd87c9fe0705c6f7d",
          "commitment_y": "0x94cd55412de10b78e32d28145ac87b34e4b794560d33ce25c91d6cbe52b6b409",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xed3503cc38e75287a1ec49ad5489bca32fb5621197cce76b885ba2bd7d33d19e",
          "commitment_y": "0x209ae71b3eee8a4a4ae67cc303e7cd3ef74282a3fd9f7fd8d1d224082ce1e35c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcbfcd9046d77abca0715ff046e39ab1727e13f098f3b60b567d51f6def7a3d74",
          "commitment_y": "0x6c20970d4f2578d3e1b1b56785bc43d61e558e0c2091d57b87dfdd32666c6d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xcc44d34560d1b9ff70bdfc41a1820b81a1da35eeafb26356351035ddd8b5f8a6",
          "commitment_y": "0x45f2cf14db6e9364c729ee5ac87a075993bb2696a04b1bcade18e6fe0f3f34a6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7f8a38a36cfe9c30254941e5d42d4db7223bf3b369fb38887ca91a4a52e54dcc",
          "commitment_y": "0x62a8ba23d44310e3bfb9ec9cdf6190240fa1487c7112d3d792a42c16677b7ff5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xaaf76a94fd0fe739f00ca7d2704129f95f73f51f463193ee045043757da7b0e3",
          "commitment_y": "0xe91313a6211d9b29ffa6da88019af85b27b9beb0459c04cb2745a8f53833bc78",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3811c2d9c689ebdf7d4816bdc68ee82085422b83e614e626dbe9ec3871417ad0",
          "commitment_y": "0x4d825ae20e4e2a077bce67adecaa1efffd99a87d3261b925234258713b3517f4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x53c9ac6f01b9280891ae17e0ef2f40129b7c35b2aaa86f5b9e095efef1c549dd",
          "commitment_y": "0x15eb1fb4665143c32a6a3852a3c5ed57c99458c80f4cc6b8d6b02a6c4d3cf4f9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "7024734ceb38331808ae441ebb42987c681750c14590c2a72579092bd8849f2d",
      "temporal_anchor": {
        "anchor_hash": "7112fbf66c253a496d90d65e0f73cf6528a83f174f220cd58394fd4e9b97f493",
        "chain_height": 531350,
        "epoch": 1791417630,
        "previous_anchor": "53c0ad10348ad1c0126e98e22660dc46f153376dd12c0725c37e053f6ff63d88"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.883635+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-e1b0916cc8adb8e129bdffe6",
      "version": "1.0.0",
      "model_id": "osmr/stable-diffusion-v1-5-lora-iv-ghibli",
      "observation_timestamp": "2026-10-08T00:00:28.873103+00:00",
      "observation_epoch": 1791417628,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbbc7dc77f85d5803a7022f0aade67275c3ca4b66f831f318be2c79b754586da7",
          "commitment_y": "0x4a201683e84a7d7ece07cc6b75a2f06c1046841b5da07a07ae0c8a990a30dfc7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc30c0fa8521fbfb6cd5738ad61aadd3d54a7c66903416ea638d066edf47f51d6",
          "commitment_y": "0x68d312991f5625e23daf6f584617a16d1546754dc83820dfefeb91424fca9d77",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8807ea4afc821a84c603d862ba0026913f63a668eb9504913236d37e5b0964c7",
          "commitment_y": "0xc40553b20e6ccba5c6aa4f9ad4f81efb6e4c6e19479ea55e861314fc43d31838",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x392228ce4be88bcee3f39ea5abff75048f299305ac67a5f22d09ab49798daa28",
          "commitment_y": "0x401f4d1888aae3af83fff79355355b4e9b5bf0fec533b979152a057b9ff5d429",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8ec1e7632ccd8a6c0cfd57af8b862c8079fa8420d258589756c68cbb527e5564",
          "commitment_y": "0x196d913b06467a08b148f49220daeba8a8a914703a656450e9d06107eb0c174c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5b93f2288f3be1e3dd3064909f2d54d324e439977590393d76d27ff4c458ae16",
          "commitment_y": "0x5e9b51819e48567377813a9bb94427317f05fb4bce66b35e96205fadbdbe0396",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xd9a41cc0c3b756fb2857f595c6b634414858543415132154cb0b937bb09d006b",
          "commitment_y": "0x9f73d6e19c5c07eaa9a0d02b7ede3812bdeb13cdd56772ff15b67189e2dfb766",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf28ae0d7cef9fc420e6d406f332c1a9403757301641d12f376e320d7c356d444",
          "commitment_y": "0x46ef9bf616637ba6054a6f231ee8fcfedd4945238034c9678b8cc27b401084a3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x58162a6d3db3ba20c91e7c821515e3fe4aaa0776c19118974fb89c29f5707ec5",
          "commitment_y": "0x5bd20d4d4c7233d0323bd633fc44f15270bcb96de9f080407259be864542f117",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6cc1a01fad56e92a78d4f1095c177621a4461d2ef586d765ded69fdf1e146eff",
          "commitment_y": "0x6549eafe2511fdbe58acdbe6cd530de333518e6205b4beb77739a39ad6b6ccfe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x67a9824e14d2afc8e805dba100e2213aab6ce6c262003651697d1399fdafeed8",
          "commitment_y": "0x8a912f94576eda65d246c6fcfd666f6db5dfcd084432b2d87cb302eda3570337",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x57c16d323e47bff2dac82e0f33677d694ec6ef7482892b4ada134e7ffd8ea9c7",
          "commitment_y": "0x263bb00e178d6b39c410445c0958c242267ed969259157def5708fb1fbd53b78",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7df2a485abd1a4803d3142aec3e88f9eb3ba7de2e445a4da7cb3ad7ef4159506",
          "commitment_y": "0xf18bf099b73b1d95eb255ccb6275a103a5c191e80a3c16834b2b48744b3e7c82",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xa9efaa3fe78991cd4fda8817e4d1a32b22f54ae94e79138ecd301136f937279b",
          "commitment_y": "0xcc77d3f8572b2e3a267dcfe3a6f1507e7bf80b349c4eb066a5f1921bc024fa77",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x42a56d761673b41e452863ecc9b331b7a30d236ce995e9acb745deb0612c0ddd",
          "commitment_y": "0xa830d62395693dd394324e99e82f3ec67a9caa9dd02a511040b1416c32f7a0b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa60449a2133e14b33e11e915a4058b16baa0a4d53aff62fb16566883c2dbf2ea",
          "commitment_y": "0x470273483686347bef91372b1cf4fdc89eac1308028048423ea7f6de60ea3fc0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2cfa949336ac84a70f129a75305c77668ebee2cda0fd1697220b9cbd97d735f1",
          "commitment_y": "0x14016a5a3a6e4daed5291042bda43c7cd3fe4f75fda56111e643e84d4c958b1e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x55e2b9183b2a72b7cf41e5311cdc2a3d7663f11c1c74a5e49dbb9b566ac16705",
          "commitment_y": "0x895f8c50f6f6b11bf054dd62982d8578585f3690e978807c896fb74fa38a5ed4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf86575503da088f305d181278acf6a2cc6afff555a84dd46bceef0e27bcd683e",
          "commitment_y": "0xa124a7f7b26235e0c94f9babeeac6c5aab8e33dd8c49b57e8666e8b00063b99a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc0fc639a81e75d696d7d2ad4806e7dcee4e7814b40766fec111f899add6e418",
          "commitment_y": "0x9fceffb64196538884ff91d40333d214843b06a7836449bdc811199cece7ffce",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "a0871d9c52fc24808dab4723962f1b81d33ba603b5a1c379acda59949a64dc18",
      "temporal_anchor": {
        "anchor_hash": "53c0ad10348ad1c0126e98e22660dc46f153376dd12c0725c37e053f6ff63d88",
        "chain_height": 531349,
        "epoch": 1791417628,
        "previous_anchor": "7067f73328c765e439a1d7bd6ba795bf39b78cba965204ead0ad4a754db9dc33"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.534587+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-f77f8abbca47f2c2d924fbbf",
      "version": "1.0.0",
      "model_id": "locht131/gr00t-ta-pick-place-part-sim-v2",
      "observation_timestamp": "2026-10-08T00:00:27.296784+00:00",
      "observation_epoch": 1791417627,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2b317342cc48a0626fb39b489a1b6c75def65eb60714414179e58ec6bf0214cf",
          "commitment_y": "0x786bec292d1662a547c0091160a82a8d2e56f7fc9cb0c36c89c883e97df99639",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2938743bdbd966591573910ffeda5bdeaa2f5f24d168d43b0866070499bfeb0e",
          "commitment_y": "0xc476ba7e0b6fdab958ded976bc796df7c687dce0ced0ff00f3ac903f4abe6cb2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x555eca8943e20a1152e993e676743e78f8a1cac40723d91dfb9c424ee9054b8e",
          "commitment_y": "0xfbeaace5d1c4151051e9491840dda362ac8a1acef409249fcd87ad13d74e535b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc0223e34502725ec9a4ad968633732f63890854f635d1e9ace6d48975758e8bc",
          "commitment_y": "0xbc7e9a7bc193c57df8a2d6adc0d89cde299601cff99d42f13d3e9e0c72badfc0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x14458c0d4e3951fc496e9815af4e33a4ca74d22cff120ef1d345c3ea94d7e6ed",
          "commitment_y": "0x740fde3488025f5235a1458ad9449492a449ef146feae42db15e16f37b208efa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2d7bc8f306c15ea811bd464826eaa6ec7413f0193c61f820bc77cb63f11b275f",
          "commitment_y": "0x7b1ffd12ed880a9208485c9bb23cc55f4cee2fba8f27fb319a53b59b7b80fe9b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x1383c884df5f9b9ab7607b4aa02a9bc3d079b891e325f81cc81b9a4b94b5b3a0",
          "commitment_y": "0x9c8666608e43ed397eda86e0e63e022046d4d5740c4d77b5447ae250e7e415bc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf121085814a87c23ef04c9b426edc5a00f1d3b16b621d8698885d6003f6a5a94",
          "commitment_y": "0x8523213953defbb10f71acba0a212cb0f2b0e0b1d074dd7c26f0ed68e7701ff",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe71a9f0e97dfeb89d4bf355a1cd16206608ea69953a70365861b826388a7ef21",
          "commitment_y": "0x5ae5d96b30534b788981ae998e143c0f1840385b8780b2cfc5f89f2e295d3fcb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbd277de03e38002555d963f89f2b4002adbecae3c7dd9a8949d62e080a109954",
          "commitment_y": "0xec61a59a422571811a8980a0934b330804a099d0ad560c048ca49c538daaaf27",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xa477172bf3172e483356df05a1889b955efaa09b0d7b4ad3d9b99a3e56b919c1",
          "commitment_y": "0xe89df92b1ceb04ca822d14b70b3601fa0218f4e930b9e4a9f07c826382f2ea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9d3e29b6f437cac4b1bcf90ffcb482a02ab601099b26311c79261743e3b5ee3c",
          "commitment_y": "0x599da1593f369f014bc4e2ab4e1787926a6abdbc4090c0d3d3121f7ebd1bdd2c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x71c89b020003b88f649a32251e65941f2b1def3595b6a620c56918f766071ac3",
          "commitment_y": "0x4d6076a0dbd463993a47707cc90861fd72906a8a4f78c570f023b5b74332154a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x59bfa390edbe2e737901a0c5bf78b51dbe86f7a5f80680966a19e7206be85a7f",
          "commitment_y": "0x20224d7fc0c5f44880f18b338359655967ef7e7514ace4abc5c3d342eaf55c72",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x51452905ecd8064ae2802a09a84bf93a348164d60bc3332b285ff70fef04d40e",
          "commitment_y": "0xbd469ba623db284aee31b7075a02613e8e844aa12cde3b2962ed6243a4283dd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xedf1bceb2607b4da8a61efc8535ba6003eedb3fd31186b9c23bc84dae8005065",
          "commitment_y": "0xd1cbca8d50c71cff63723be3724f22ab07115bfa3e6a0a6254243f7e62778d8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd5a566b60207e5a9f1d985ab8c03ffecd3e728aeb60489a36f651b1a7e933d84",
          "commitment_y": "0x57866400db39e56dd754add36f0ffbc011c487097a60a12da7a8cc4b25f954ae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x98a77e2f1c71aeb3c0943c9f983c27a78f0db8e61575cabe5e74f08cdf6d33af",
          "commitment_y": "0xb53f78a06f37f671f56b244159ec203e57a49fc33e50d5a72397c1ccfc3c5f66",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2c89d32790eed829ad06f3b62db9ee7db594f23306c5e3ebb27b223b80218a51",
          "commitment_y": "0x83b753083d2a5eb34ef9f6c227dbe78b1b1a1384780c233e2912f756a4fb2941",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd06c0bcef6114a764763ca2155a9a6b9be3301b8b44d01a81e30e4aa6bac07f6",
          "commitment_y": "0x815ce50cc06cd84a5a33626e2a1085ce65724270cc25a78ad5a3ebf174f6d97b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 19,
      "present_count": 1,
      "highest_severity": "CRITICAL",
      "merkle_root": "d608209c2b95495a52f23c09afcf60201da90aa73bf5590a2659c9b4438d37d2",
      "temporal_anchor": {
        "anchor_hash": "7067f73328c765e439a1d7bd6ba795bf39b78cba965204ead0ad4a754db9dc33",
        "chain_height": 531348,
        "epoch": 1791417627,
        "previous_anchor": "0e8416df8d99cb962150463cefd485f06b30c76d8cd16aa48334c6411c5bc558"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 19,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.815338+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-ef0cab1cf533e8593e4931f4",
      "version": "1.0.0",
      "model_id": "nvidia/llama-nemotron-colembed-vl-3b-v2",
      "observation_timestamp": "2026-10-08T00:00:25.634517+00:00",
      "observation_epoch": 1791417625,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4c5958e3461e2deea31089ff888a3d689aa28dfdad627bce8e1f8bef52a4617",
          "commitment_y": "0xbf823d3a9490a8f677038d5d97393991ceda379077cd63ffec1987fdb83ffc74",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa41909291153aa515d3691c9192a580f0465111d4b7af6a406d3ea474f5770ce",
          "commitment_y": "0x1d8548081353f265bc8456fe9f86ca7f4b3d48caf26a44d4cdb9ae233454a757",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb568a432cbafa95031d4890326e2c7ba27914b319c46cf91a4f4b01f83924cce",
          "commitment_y": "0x3d39c7c60d9070bc359b3583e5528c90349628c1421e663c6eca5ae4d758762a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9b791f798b9a9bfa8d019af09ed043c30b59daed73bac23c866be142c9f4d1d5",
          "commitment_y": "0x16930f4979f44b4b67d3078c7a9ae63332f1c803cdec326c16d89c65461e1ff5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5db670ad6b5c3bccc86d3e0645ff4f91a6da6db403e55e2bf237a52a195a3d8a",
          "commitment_y": "0x4e3eddc20f4e7aaf85cc133f8f7086f5e4ba07df0025bce026c64093f6084904",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd95de2a8e0562bef9b02c2d35291b2c3a66d1ee5f0dbdbaf11c40065d419f3be",
          "commitment_y": "0x98c38cad02d4c4afb86678b2d49f88c0af8f79c8ccded0290903bb80304ecaa0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x90246b848ba625148451498a28cd03d3fcc6036ad339c22cebc092a503962509",
          "commitment_y": "0x7ee8e5ce6351a00dc129c4ed4098a60ae6d46f9cfbc8992406eded960e2f4559",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd13e90ba1be587e0a84682e680460a2f6d46d68062bed1206ff57b6ccc82475a",
          "commitment_y": "0xc4f8f805413a2cd7e453445355bc24199ec4775113020171d96322b5fd49daa3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xbe2c01803bae6be6e02afc7fc57eeeb8a48443016293bfe0f014ae1a84d138b7",
          "commitment_y": "0x8d00f477b55ee83a3c0e0a47ceecfa871400516c70d68ec487597d1561c78556",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x87aaf2f748b84a1e95ac83829ce172bd62e16f1f7de68c32979f9d431f6df1f8",
          "commitment_y": "0xc937dec1f6a134a81c8b47a107e805b1e2e0555985cd6c328dde038845089300",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x3bcab63094389a5491f9247bba71b03d623bced85fecf71f1ac862e72fa921c7",
          "commitment_y": "0x6069f91882a2c232c9c5acbd78a4d2bdc00a5336439b03cb16c151cddd63f8f5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcab9498dad7d01e949c724f69c9aec27d2e24f46d0406aa4f78420ca480ff7f8",
          "commitment_y": "0x6d6ea755981b1b43c125ded7cdf346571def92847ab9bf857f95c1ba25760b88",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdce118f53439bfc7e35b4010e76982a9b4331350640e4a90bd4934a71e4dd7b9",
          "commitment_y": "0x1c61ff79172d21609080434f275638fd6883a8337bb61838d51c62a68f722fe3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdcbfc3dc334e137906d28f848aef5258b74126fb2b34056a9576f660848e6506",
          "commitment_y": "0xfecf0e102b23802d711bdea1a84e8440d58259970bba84e982e3433a6880e0eb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xebbb432ab6e5f87cd67c0063a7c03e1e1c9e112a92fbf494f9a004215292666e",
          "commitment_y": "0xbfc2f38a7a54f68432598073c6c1b2aff0ffc6d0d141c72d2b4ad1d591fa2c3b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x2bf0ec6951adecef773efa6a13b6607dd246fc1170d78cf4f5f66d3a539ffe43",
          "commitment_y": "0xef948a8ba08a6aa32bffa4469fe4f4987c0c7d4359da3a3d64fed7feb593f61d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7b0b9c1a8bbc87c0ca9b0578d3a80da28c27b5155f46d82812ea64381e3fe15c",
          "commitment_y": "0x36e5804f7ff69a8e5bbb1b4deb808455fc9b07d54298dc6db1e2cc37f163c328",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x8eeaa61831cf14e7d8bec4b5a0d75471e5ea8858efaf47318b1f6cd8319a41cf",
          "commitment_y": "0xe88f92e87fd2a149a81439a85eb4cb119abebffc1236fcddf21ac2e117a32693",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6226c5cd7f27d9924e825ad1c9f8071e3ddfb5d032b3cf32785b215200e56df7",
          "commitment_y": "0x429aae3525f26055a1d741f96edb8c5269ba8da09ec0827b04a37c05fab0f4f5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x89bf1a95551c9fd41e6ba38c9964d3d5cad8425eaefa9762d65f94cda2274a0",
          "commitment_y": "0x1efcf70bf14a8160048412e29723c7f24291a051208ea246e001dd699511051f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 11,
      "present_count": 9,
      "highest_severity": "CRITICAL",
      "merkle_root": "04a98e015ac375af23514f40eaa49b4a326c6092fe249f18cf0c9965a7d11905",
      "temporal_anchor": {
        "anchor_hash": "0e8416df8d99cb962150463cefd485f06b30c76d8cd16aa48334c6411c5bc558",
        "chain_height": 531347,
        "epoch": 1791417625,
        "previous_anchor": "1fd6a7fe04db7ec841468b7f37f47074c984ac9e88ee11db4ae6a88100830690"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 11,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.193648+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-178a2083f5afebd412e6acf3",
      "version": "1.0.0",
      "model_id": "Xenova/face-parsing",
      "observation_timestamp": "2026-10-08T00:00:24.053604+00:00",
      "observation_epoch": 1791417624,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x31f4959b19d00e5509e8c98bfaacf56553e1a8a695ba9d4cb1399eabfbaa8d90",
          "commitment_y": "0xb9aef0978ab0a8b626ac4ce6e386c28a3dfea676e21d912a135cd63905812f98",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x89879deb214f85b12fe4867b5bb230a3e666cb70b748e9fc6f0d0700b569d57",
          "commitment_y": "0x484ca8f367b9e315475fce74001658ea8d1d5baba58d01f4b08553b0cb0fa20c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x86bfe043ef3a9df90d0bd6134eee5838aa5e0bbbde3026b4927bc40c5bfb51c8",
          "commitment_y": "0x8493f61af62104fd1f2b357701a3c1701e5407df8cdabf5fafc99dd7b5dbcbbf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfe65de54c72bb9b7702ae95110e7d07019334fbb3e0ad11b86c797ccebabdfc4",
          "commitment_y": "0xbc838190e9a1b8ff881bb272b6b91856301d0fb3c0c41d9e638178cf2ec41666",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8ba1d01fe17c662c476110939a62ec4e19395dd9b1ae7634ce8ba7fbbc663875",
          "commitment_y": "0x8016bfedc59c1be2ddbce32cf80eb5d53a7ca94bf0a9c9732835fe69835a58a8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2b290a5b24448218d3dc78986d3996dc7f833ca4356fd4cfff99a49b5b6fc92f",
          "commitment_y": "0x5c9e5bce78aa60962c5359af9481455c9ca22b60c3108c6e66b9fc032f7e0d8b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x36086e59074b3c0a11122e64feeb890f8ce760d41c997785273c002d1be7efae",
          "commitment_y": "0x299f885d5614152103197df373d054866c2249de4518c9b2d7d67a592d41115f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe3dc2c904aace102aea473b9c8962f7d3e669ef8dcc7d2b9d99cdd34f0b48399",
          "commitment_y": "0x33c4e210977c9a72f00f2c64616210374a297e0374f4c3898ea631faaaf9bf23",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xca7c5fde69bf0c9ca6d9c364c976ef3c0e8595b2e39d8144e63b41e523c32d84",
          "commitment_y": "0xea0836e9c1ccc04a02f977bd04fc43dfb7a8b156b33a7e4a1f5e6911c418d2ae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1c50e63d7a02a9e8df8131c7311638951a09a7137551febe0f69cfbe5656e8dc",
          "commitment_y": "0x938a617051db8403256b95178529045e44dde868e61f8b152fbbc1bfc937d4af",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xd97068a5f599617fe8a7c4b34e7b8405f361ba08509597e43ed3e5f8cf800036",
          "commitment_y": "0xb264f5bdec41bf7fde554f120fe70ed411ce338c16d66f096417ce9c4bcca4b7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8430a41f706625aafc05d647a29fc2a25b18ba27c1d8a0ee50c3db0ba2800b8b",
          "commitment_y": "0x7e2f520df8daa2b95f97c69ae69be4364b59a197b1ca4dae0b92f6d1d40ca06f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa82b6b060f290ceb51d06b509c2edbaf16b099284a245ffb662c39a4948038e7",
          "commitment_y": "0x44d6647d901964306272bb20e949c757fbcc48a54e3c633e783eb7f11b092781",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x409d53a0ef4ea3493f734cff0bf93c7c101c713d9a15de36d10c3f0a76d1c991",
          "commitment_y": "0xd2789598a59b5bde57b94bc6c419b64f438ddf65c9425fc80af405e3154ec969",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x883168302f4df423382a7a6e0db2f29a2baf980db70ef536aca3accbb91ee269",
          "commitment_y": "0x493f872bfd92c842b7c625f90e14f3535e0f10c7ddeba08020e65602cbed486f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x1f05dfbe5109d8897f36f4e66d5932039c416f6d239a010b8342b947b0649a8a",
          "commitment_y": "0xf671537f318277139c70daab11cfd02adfb260a5e73f35fdbbbd857bdc6a8cc9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa0b9fbab7216e94b22684262400827225fe0bc1e22c4dfaa358e10bc692f44a7",
          "commitment_y": "0x3b0c946037f575d2f853eb8c26a1b2453c287881c3a2321a6e8e24e78d4b1cdd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc94f009fc2aded6e22348bdf06c2f659851abd53bf0cf31f0444c56f8b9b4fd1",
          "commitment_y": "0x500e3949ca084d3928a018ef6e90053d7c4874e343d1425428aec06af3552e97",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa3b08271ea025c4d85431fc25a0586d62a6bd234287c4b86909434aa07ec9972",
          "commitment_y": "0x6a826b49fdb5c2292ad99e58d3615176e6563d588adf45dec3cddcc424007722",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x31860b97c8846a333319740b4a2d1041e5ac0ec7e7fd36aa81199cf8a1e781f2",
          "commitment_y": "0x22001a0ea14df3433cfc8e467e9a2c3e01ca15480dd887aec28b9878dd87228a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "a13b03cf908f18529b45c88279c4b5aa30c08feb72a8a9b147ba4d367db1af02",
      "temporal_anchor": {
        "anchor_hash": "1fd6a7fe04db7ec841468b7f37f47074c984ac9e88ee11db4ae6a88100830690",
        "chain_height": 531346,
        "epoch": 1791417624,
        "previous_anchor": "9b25c74aa05106cc30dc489ce0a012ae258d04d0711d1401b396fadfbc50d191"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.164504+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-82d76c0672b9c2da06ce0720",
      "version": "1.0.0",
      "model_id": "optimum/distilbert-base-uncased-mnli",
      "observation_timestamp": "2026-10-08T00:00:22.392333+00:00",
      "observation_epoch": 1791417622,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x226c22f67f3997648e63dad174fb9269539fa54fbdc82486aacd9151fbbb3e81",
          "commitment_y": "0xbe4d8c477f423e37adf81cce20fb83888b3822c1c69a5dfbb715f11860a67701",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3830d7f21daad3a8a076370dbfd3437eef64414051b224ded63cc22023bf4c8c",
          "commitment_y": "0x152ea4beba155a87ba6515d926cd03111468addc74bcab599f0a96326493b783",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf762f9be4ae28c18ed40c259862f0f66a05ec2c203872a69ca0ca4086667da35",
          "commitment_y": "0x47adfe17604c10af54f3b9068efba9bd67d11d9167bf1a0e044b24435f9a89b1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x37480832e3196ae31134a0a346ced50948bb4fd4da98319d10d1baf13c3ef001",
          "commitment_y": "0x4a604bb5ec0a4c86a3e9d7e81a8926b30071297a0bbb6d39d26f62ac6757851e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xadfddefb57e7a9cd1fbed0b92eb8f164aa8304b50db3d2de3c2a83ce2dca9750",
          "commitment_y": "0x7ab2176939c2167b0ccabddeaaa4f7eb2d97b50d0f1fb771c39139032e780b93",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x17500e2164336d91622103ba80218dd458e9ad2eef7eabe626d48c00e940f07b",
          "commitment_y": "0xd0e176abd1aa79cc0d28c74195ab2f790a1e4d364d49dcb824c6cf5c56e1a4f9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x50d37f9293c0186fce76b25c4d7db275126dfc36d2620aa128e37f6e00b86819",
          "commitment_y": "0x94c696a1eb5d7061b542e00091454dad748877b2efb9a5a733d9bc3c58cdb858",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbfeb6601c2572d86068822bce0669e7ced5c48ec0e2002e78fca837a64d9fe12",
          "commitment_y": "0xcaa2c61e17934db9325a52f8c55cccf17211f1b9cd2ee90d577534452e5bbade",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xab1c5bc5ad7a4d7dc3118f4eef4a340d08b0efefaa050b2181159c715e9274e7",
          "commitment_y": "0x7f2f6bb90649d0353ab92d123a2f5d9175cabd669ce338de9133cc00587335f8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2114c2f3070c5a20b76f59782f1f673210920d39f44ac1c0647f1ddc67562c82",
          "commitment_y": "0x598e8b7a5ef00440053d68489a7afb65208ca0a13143595f02da5a22235a92b3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x57ca594bea080f2b942787172234dce6ec1ef84ce908cbacd1bef5810c7f6c69",
          "commitment_y": "0xe35de2781b94c584bd37782bd48eaa3c10be67b000a8ae579678a18aa005f6b5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3de1eabcf06b6cf67a1f33a06e1199d3c485c87dab2d8aa3710758d3c829370e",
          "commitment_y": "0xa039ab264f8742af66891cba6d32c663e6f5e30bf87d0c9a9129224f035eac56",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf540eda92c3827aa91404a4dd0e90d59501f37a124530677faeba9964aa39988",
          "commitment_y": "0xc46b85c48df4f635ca8f678e946aa2f8b333e3ba846989e78493be82409a9af7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x463d96b66fea0518c49af0a0d52dd87ca21383d444bb5f701c10be221928eeb4",
          "commitment_y": "0xdeb95c2c7f0b4180bafb05fef7c21bde71e3cdeae2f5b9d40e80c09c525cee14",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x5a24ca01cb97a814432d8de6b5a9e70020bbcc63fc0e1e74259788a8c062ad98",
          "commitment_y": "0xa041673f10d1860eeaea5030296f557066493159cd9188fdd7f04adcfcd5d8b9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x2a7726f3c1d9d8a2b563ca269a24d0e04cd9d43897c935fa84118410b878ff42",
          "commitment_y": "0x31b5c878376a74de377de8a492b826fd94488fce5174e4a66c9b244417335758",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb66623d6e31a43cff18930efec1c140b3dbdcf5e3d4d1c48c253dd9b2f877da2",
          "commitment_y": "0x1103d8d3448ab3fe4520aaed01cec601f51378082cc9c9e8aac7cc85cd6307cf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x23722382c95280ecdd6f59c96eb3baf1ea73702c55ae30bd451cf0432a0d335",
          "commitment_y": "0x9f667e3c04156e0a5aaa951e2888d2168452a78a8ade3d0c9c930e5ac6f48be9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x46b334611e51fbf819e7eb67e1b6b977cd3c7ae60b988c931b5d88c66a1e0ae8",
          "commitment_y": "0xe2585f595ac213b98ab7505b7fd8da130e78472276b324ff0cbabfcb027d37c6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5aa0a6145f0e8ff99d00117c264cde6b3392f5b7b3dcb5b8bb4278dba1a71b9b",
          "commitment_y": "0x52a16201ee415ea69baf0f93158108d29d79b83317004e1c34100ee19bae8a47",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "57481c0192398b5ef0be97bfa0fb24b0fb25efd83031c3660fcdec4c397c4e31",
      "temporal_anchor": {
        "anchor_hash": "9b25c74aa05106cc30dc489ce0a012ae258d04d0711d1401b396fadfbc50d191",
        "chain_height": 531345,
        "epoch": 1791417622,
        "previous_anchor": "635b815ae988844957ee80181899cfc03825657124d58d7661801bcb12bf5141"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(c)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.521780+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-76c0b7f45f955ee7cf8ef429",
      "version": "1.0.0",
      "model_id": "Profluent-Bio/E1-600m",
      "observation_timestamp": "2026-10-08T00:00:20.777103+00:00",
      "observation_epoch": 1791417620,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x90267e1e0a9644c3116c898e6a09da105793642fecae45856bcff3585fef8d5c",
          "commitment_y": "0x73d530317a89c00659c586afb46c9f925b2bd500535e6708f762a14de252feab",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7d447a27a189d08394785b61fd7b610a972ea2ceddc4021b07a5d339076ba638",
          "commitment_y": "0x858844364d8a40d9dc16cfc6871fb1449e10eb60bdd6c34860675be0261a715d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4a2668bc7e65737e4b5ff67ac64f3402771c62ee6bf56b1a5e3616b73310a698",
          "commitment_y": "0x467828a1486f6f48406798367c466684f918d23cdb751f141b2cde179c87d4d1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xba2566d394c4a1a58a30fc0e63695c9e177613a11fea13aad240a7ceca8a0079",
          "commitment_y": "0x4956742ca4f5795d9a8ce24cab5787cc5468f9360a67d6221d7f5eebda382504",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc2379641762f09c16c215f40bcc7a8837328201ddab6fcaed26b7b35aa350d49",
          "commitment_y": "0x3ea2a75706bbcdc29099a6c4e976e4417da59f26e6436b40cabdd75ad4c6a6dd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb6e6ced1b879b7e998c38e0b89290b3f0298b207e57f514aa4a2e55e99f41c57",
          "commitment_y": "0x7b19132d3c3ef53e2024fc6d98710fb8143cd469cb8c1a63ec463f0890fa35e9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x9238c0f796b43b2013980d36dfb4ec2a05cb69a40557b9056ec750b86a36ce66",
          "commitment_y": "0xaf17ecf853192e987447c165a91862cde9805e0a2535bf0963ba5cc1cc40417d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9e5bb1f07d493ffbb15707680d09a26ba7387893a57a7f20ba200d0f7c9e7b4e",
          "commitment_y": "0xc153df489b5126b3c16ca6b574eab5c8ef184406e034c22fae50d0ec364faa58",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x46937afef328b89714da38ff745332398e16127cb2c19816f023b3ab775888d",
          "commitment_y": "0x3ad4bbd81883fde48400170e11499968baa19d6e7c90574a1f336bb780e73c00",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x356f759be5f99dfa6905d721a3d04e4bd5a53e4469e06ec65d3496b0bf4a7597",
          "commitment_y": "0x5106311e5d64b15de4c74a1bb4622eb23e16e4754627c6c45e6cff4b1e526e16",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x7ffaa4f8610d0d72928f6e7ad5e850b13caac52297c792b7d7ed1e2d56e6de03",
          "commitment_y": "0x7828c298812995c6ebf982443ce001e48b00fad2dbfc977d25b3b1ff80f4c63b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb351f64af61ff5ffbb3b7155b014d2620eb2f44caefee5892996ca9cd679972",
          "commitment_y": "0x26724529c9301c1e211d5684be43c5b4d56f3277b99ba4d71ec1065b928e1472",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x324959dd1e18fb7cb85f0a283a8986772140224f07729b4e0d2e629994d5a61e",
          "commitment_y": "0xbe8c5eee0bd07ce12ccd5236a8a9dc3e62445e7b53f8fede32f7dc578e0f3b55",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa2a5db82f869ce771ff6e2f8bb558b584f39e4c4b884abb2a5d0acd4210952",
          "commitment_y": "0x9335de9b36a0f23558488e606f237f4523dd54ed915e6936941362db46da492d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf68922b355cc019100ac0291ca065484c5a6829f54913f5a8f4da1fc3c75608f",
          "commitment_y": "0x856699729c2577bf8a5a1ce4884fc912f41ea5dd3b4eadfb7b9ca0c2cb6d9f0d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb67a4066117a6087f49f1eacf755d9607931477e5b83be6371fab1c207f76ca7",
          "commitment_y": "0x53e8eec7a3d89303879eb70ddeca71fba00a748fd02f8bb7a81d43a905424699",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x72ae4ed8c32b721cdd8b9fa2f60f648926e127c4c1254cd98129ebc7e176d8",
          "commitment_y": "0x51b371268f5a1c34ee1406814aac4f059ceb715f202de62705460b05d193bd6c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb54e5dfc9ad8fb3c8eee9fdf34c20ed9b2066d74db755a65bb4a83d09e759b41",
          "commitment_y": "0xd5951cc189150b084c509c1f80de8a6ce7ff2d9c1923d5084e8a5b74d520eba2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf80daebd56021b885694024e389ec97c23f5c07c58c27ee736799ed63b0e7f95",
          "commitment_y": "0x714af53c7b165db63871aec79447b07d278aa10bc637c867ab6159259af2d26c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7078b5a418bd1bb7fd7dbabbf266a7ad9000b0352f08197f703955c8f779e532",
          "commitment_y": "0xc9ea10409182bfb48162a0ff6d6c674a82767737e56e88fc642b6e00797c8647",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "374c67e50aefb672b4cd80fc93a85059f21f58ea6ef8b3c2cb00b2ca7a7d995d",
      "temporal_anchor": {
        "anchor_hash": "635b815ae988844957ee80181899cfc03825657124d58d7661801bcb12bf5141",
        "chain_height": 531344,
        "epoch": 1791417620,
        "previous_anchor": "2737d0acbd57c8f7a2bca92d44d876cdc9e552464b2351921881c90453f4e4df"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:04.100627+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-4c41a300ac77b40a1be8f9bb",
      "version": "1.0.0",
      "model_id": "AntonioTH/Layout-finetuned-fr-model-25instances25-100epochs-5e-05lr-GPU",
      "observation_timestamp": "2026-10-08T00:00:19.191595+00:00",
      "observation_epoch": 1791417619,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc36351cb85590a4423fba3f782914e7089bc499df6f7fe35e96f76de8a1d8182",
          "commitment_y": "0x203ff598df6720f64cc97e35a994782c0a617059cb1dfe4bfb636efe2b925417",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa40e363117de07092a68b68330beba5cd18e4970f02a63ec629ba6eef867150",
          "commitment_y": "0xd6fe9054186930fe4eb7315792bcd303f4f608f5315cfd4de40afd41f13e6867",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3e5edf92ec98bada7a9437c645d5153cd9999bcf79c9d5f3c3f9e034367dfa25",
          "commitment_y": "0xfc5ac504f108f922dd97b411067ef32426d46f179d6d2296739e57722182da33",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x481e4f8f96d6dad51e4064810fd7541cd2ba1ddca920df16824034f3f27e70d6",
          "commitment_y": "0xdadef737c1d60dbdef46ae0cc8ca239c9d6b25bcc190d67b3d8d4ef2831f4b70",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4f73b0841db62b1e8cbb3a33c7d6b92f5759faeaff80794a494b901898bef1d8",
          "commitment_y": "0x2069c6e4df2cdedcd57bc77f2b492da9cc46f9074d7526aa280b0413f5752626",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x41e42d1342a88c437542ef3b8b6edaa54c0ad5d6a4b42dc7aaadbb443028a1de",
          "commitment_y": "0xf1f2012d12e281c9657827bddef11d5b2e02b9822ca463357bb948a555529644",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xe2dbab912c5206385bc502ced357154b377a2b1b56134be51a1f36871526c3d2",
          "commitment_y": "0x92040ef5726f59c3bfbda8f6db9176caea69487f78c3c454b189875a4a9db63d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4bff9a0d04b3bf8e37a5ed78e919e5ff1dd1cc2698744925fbc0d743b29ec4",
          "commitment_y": "0xcc8dbbc8a8456aa54526d93e33484f1371b9beb5dbe295fc6110bc587caf7f6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x26dc3328e46205c709be2fbb892148c4a0eee7d75e6b1c6aad0bf608e1eb73a3",
          "commitment_y": "0x5bcc49b45aade71944d0659dfba3560a30de994a5c22216dc32b23090e04ed79",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc4c7a7d2524855c21f2eff31797cea2a20570bfb6d65f2fecc07a345bc56c1a3",
          "commitment_y": "0x478170223a53e784a23bc5b03a9d805fef1d86a395e15afc4ebeb62d3251a4ac",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x7a9bafdd8886810fcaeb704ebbc031d0605034a93a0e25bd3e9cf549dd219280",
          "commitment_y": "0xdbf8d52578a8cb960d89ed71373c21ac9a50082c274088e1e02315b9b0c97d1f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9ac3b56a352d760a7946c7e2a81aa1487830740a5a1d9c3a144c7f5ba376dc66",
          "commitment_y": "0x3e6163e37faa6067c3ca49afc278ad1a760b5658748a8045ea827601fd6c1e18",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7889f866b5d9102cb646f4fc04e926f4a4a94fd9188c98337913cce2b41f2950",
          "commitment_y": "0x21ad4f036aa27d7ee7f821992988318a213cc885a618f0bd359ae5d60284907d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xbda0e22e5b9c95a1cefa1143d1266e6685f73df39492c77ee35464e88c53e3df",
          "commitment_y": "0x2e5d25c55536127393030af1c6bae90acd25c8da0e81fb324fde83d48a6153c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x3ce5cd72eff991df2652a1c3e8f6bc5dcb96953ea534d0a0e8d8736c6174fd1c",
          "commitment_y": "0xcdb6fb2c01940e2e6b03b21368d41c5434b9affc2c3229dda8cc11f9179a31f3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4e02965c60a047733fd54d90b7023ce159c9a23a134f15d96378a2515f2b18a2",
          "commitment_y": "0xcd3fa80378b8b65311c9d3219254710d165dad09197ecb2851422ab3a7056fa4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5a421aeeee16f31841cfce75e9f9235d2cd13407bc0404f7ef20184672463a46",
          "commitment_y": "0x358229f58fc664e80acd59b0f4ea2dc9a5db27ee4d00c523790b09178d1d19e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x21651352a89360dd5aafcd5f4eecaf32d1e9d2858ddd288b370df4e4eff27899",
          "commitment_y": "0x686965a1c3c2f6c9336439f21c85924c8f4943d894e06cf0cfd483f2ccb48b6b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe0794b822c37206026c1ff157d13e19d0ad960222d0da32c40e32489423afac7",
          "commitment_y": "0x64e52c121bd67e8a54835c5268770a8482f1e524fb28133cc9e2355b2df48c72",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfb44f678c5ff6648626ac23246ddee2e0d9902a6b641744acf3cd03ac8a09299",
          "commitment_y": "0x56a294f551e59704f2db594cb985b57a87fa61aa5d7e99a31317c6d5d7d95e2e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 13,
      "present_count": 7,
      "highest_severity": "CRITICAL",
      "merkle_root": "5664d51f1133f751428ff1481ab4070e7a0a1253ea8a992551f5625256ba9e6b",
      "temporal_anchor": {
        "anchor_hash": "2737d0acbd57c8f7a2bca92d44d876cdc9e552464b2351921881c90453f4e4df",
        "chain_height": 531343,
        "epoch": 1791417619,
        "previous_anchor": "72de87af26158e548b52fb54d54bdb51c79312199ddc01015d3947b99434bb62"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 13,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:01.469024+00:00"
      },
      "sonar": {
        "provenance_hash": "6f036147399e7418c6520eaedef0a1f3d2fad20e73a985aa70c717466742e716",
        "provenance_score": 0.55,
        "base_model": "microsoft/layoutxlm-base",
        "license": "cc-by-nc-sa-4.0",
        "training_section_present": true,
        "declared_datasets": [],
        "top_dataset_signals": [],
        "scanned_at": "2026-10-07T02:10:27.646558Z"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-004606b229c23c3fc7591d13",
      "version": "1.0.0",
      "model_id": "mradermacher/Spark-1.5B-ScienceWorld-GGUF",
      "observation_timestamp": "2026-10-08T00:00:17.550111+00:00",
      "observation_epoch": 1791417617,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf0f9a6324a128f628c11c045d1541acab87b8a437bd18c26f9d0c66c050604f9",
          "commitment_y": "0x158c4e32ce00215d0a72acf852bd1b0657e01b10b0cf6e411749cca96ca14dd7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdae61a19fc9178176d376b97fede23045f6d0c03de0a24c50b4b3d449f348633",
          "commitment_y": "0x4ad2035253f885c44d58f0f2918ad785340a2f337b9298a56c619d1d1c152394",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf387e4ba6bd3f03fa1e056ba58509906de76c0bc78b725ecb68f5d54b3da9303",
          "commitment_y": "0x963c2e52dcb8325cee0c95978ab8915bdaf6eb85109392fbc904ddf04c3065b0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5121236133e1f1ad5ee085904a22ef10dcf49d182022f2da777c6cd740446c99",
          "commitment_y": "0xbab7ba8d647e359d36844eb7dcbb41bfebed6c30a037eda434ae5d223b1d8aab",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9365127b580221701119323444eef103d24ba9ab40b4302eaa1cb54011440cfa",
          "commitment_y": "0xcb8c35959065910f01b9b47c0c08fb6c4392c08dca2953db180017f6324ce76e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe2ca744ac3e42e682216a569cba2eb15d716954ee86ec55ab4c8539a406a9135",
          "commitment_y": "0x7f8445c281f0f4fa44b68e73c35142c9b9f432ce0fdb33602604bd497d51e252",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xed001bc621fff00f9b1e73526db9550e64202895a33786e13b602fb75ffcd7f0",
          "commitment_y": "0x321523ee6466954c36aa8047bb74494383e7fb6b2ed10e1dc861651a577a72ad",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6fcdbff775a40295720dd6fd037b2f1e04cd92cb6e633e45bb942e060b28abb8",
          "commitment_y": "0x742ac58494b428044bc5cf9d1872954d97931ff6d59b8e957884ce6b7d63a9e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x1a17b9cdcfa8e9bb4ef4b346ae2ae2667328bb2ab291d9792a0f3361a279ff63",
          "commitment_y": "0xc2d445315b4bfc91a12adf730cbd940a36890e9e28dc399a9072f2a4f3b23337",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd9867a87d3f75424e20767c131b527e91bab72c2a1ac0533a7fe37981bc52292",
          "commitment_y": "0xd707702ce689ebdeeb7a2686d30418bf0de93d1ed39855de38b87bc30ad0c0bb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x1dada6f60d2147da83d4d280aca469bbab793d3b685187aa9f1e0b66d70bde05",
          "commitment_y": "0xba3d7b6cc8de676717334bb58bd004e12421e268c0ad309bc1c260eebd064967",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x332a37b57405056d533a27c718fad3498758b50b60a748a53a46747859caff41",
          "commitment_y": "0x21245ddcd2ba0bffb909599b672bc1e7e89cb3a9a56579565638ad5f35eff9fc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3bdeb038471d454643ce7c33fc4db82719b67213abe7ce1ed7bc75c8b2b40ceb",
          "commitment_y": "0x69b7fca92638fa64f472ad899db0434e7571c327a32c768b4115b9737c5a8340",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x2a543b6264c669300d43b0a8af9ea427b066c3cd0e90ebc2bedb06cd66c2baa",
          "commitment_y": "0xa92160c8512eb50dd9a759adb2a8ef4a1511f7b35f140f517d232af6d57962be",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf21c2920f4866015056ef825877cfe67cf76b141e52f8a99ac8e392e47d0c83c",
          "commitment_y": "0x97fee6446a71c268f84d718ff6d0940a98d0a9f014a49bed19b593fad518b493",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb964d0bf4d52b76ce37eb3285b5b53d268c159e5a3b560b4d055a652b90eb33b",
          "commitment_y": "0x4161aece29963a82a7448d804d643bf757f6c261168e75c4de040e658e114023",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x231e25fe2694a926169dee0d8bda14ba4e4f09f4d6aa7d9552464bd5408a264c",
          "commitment_y": "0xfecdac72b7062d659daac2eefcc44e164d2def803f402d71ff74a7e635d48cab",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x40abf683ec284c2acb3f404177101f92dc1fdb54be652c908fb1893fc9c2cbcc",
          "commitment_y": "0xa6e77f09156ff2de6109a6580003bb067b3b07570f1d858aed9e57af6eb15ba9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc455cfbfc6f30a00ab8d14580e5336756f8c3238b500d47ba96d21439dfcd4f2",
          "commitment_y": "0xfacc5d669a265df8fd2d43097253e2e7a21bcb995600a3ec4fe99f1a2455bd60",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc36835ee0a98d3c45b7f7909c4786768bf496c9593d40541874eca6f38493302",
          "commitment_y": "0x46aad66dda17b106d513b30be6c7db57e321cec6b16d1fb945a972066da4324c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "d86d851dde38e359ec9a434e3fe4b0a11b207613a861b3a99ccfd3be852bec8b",
      "temporal_anchor": {
        "anchor_hash": "72de87af26158e548b52fb54d54bdb51c79312199ddc01015d3947b99434bb62",
        "chain_height": 531342,
        "epoch": 1791417617,
        "previous_anchor": "c0b81ca26c30f6a43470c70064af7813848095d143e3b07eef74619777e130fc"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.785799+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-1d6a2b5a9642fe326995eea7",
      "version": "1.0.0",
      "model_id": "Helsinki-NLP/opus-mt-en-id",
      "observation_timestamp": "2026-10-08T00:00:15.886781+00:00",
      "observation_epoch": 1791417615,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9b638872088a8bbbd3a5a45c732d9b9ea45d0bc74db372a81e4e3c762fd7e0ea",
          "commitment_y": "0x2491e3802e643235f9088c5cdfe4f780a0b0963488603a43a947ac16bdfc4b3f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x24a68e7adb3a378db8a2908189d1af94852587241693bf512e22b4870eba95df",
          "commitment_y": "0x3e1c758c81eaad26196a658b4bd834d304bd90c577b75f79872785c860854af9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8047377d1d24c34438a39f1049204f30ebef62736ecfe066cb502d191ff7ad6f",
          "commitment_y": "0x4042dfbb70003a77a83cb9c5aaa4b66243afd6f39115e753bded0287c8e801f9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x64612b8379a45356f1545df3aa46786d27b0977b70cc105d7e1b30079770468d",
          "commitment_y": "0xc91a09382ddfa2e0bb588c18b9e20e52aeb8e932cf8e058e521ba687864eab7a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x72d12ceaf1c7b8d453846a47fe06b0ed3961ea852142b59acf7511fbf8bc8786",
          "commitment_y": "0xe5b93f206e6eaf64626152bca907d10668ffe63d5cf8221e7d77aba9d7e5b5e3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xfada040dbbbacb74a30d38620ab69569e548a794187bdfe1f78713d4dd5ca80f",
          "commitment_y": "0x2312558a3502a7edada7f9a87c9474f7499187dc961d3483b84ee4ae7fd05b1f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x89b4f45f21aaf640ed7c1bcb7dbff93ee4e3179ba92c5ed8bf7868733f21f021",
          "commitment_y": "0x53cf8210fb250e7211945697c5ec29a50c82b660a4373b08092028e955d42954",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2ffdf35103607d82e6bf89f31e67082606137b72a76238972baf02ece978123",
          "commitment_y": "0xcb3d77136e723df5c02def5ac9b256744d5dc8a2508347f5edfe0228ccd4dc2d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xbeededf7d5d7f446075bd9c3187651c1135db77c9b53613db808308d5509f87e",
          "commitment_y": "0x224c2595f63dfaf0548253051a23c9ad04436ec5cf8e4d60a7fba245bdfd4455",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xebc03fd22d9dae609c0d29b689fe5946670f83f0131bce8a27989e620a88b57f",
          "commitment_y": "0x11066e86595e367f2b06d1ad4390fc43046861ff0a24fe7c6f14068d2cb354ba",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x3e63f41354a9347daa20b544a3055d7ebada25cfadcfb112f221518ba9449a8",
          "commitment_y": "0xb2d272e382f9f8dad05456dc0d2be8e12da5fbce8a1ded985e521f1e26916ba7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1c3033b8ea1c811a4226ede61a2f8e4621272b96a90a98e820cdfe981ac8f65c",
          "commitment_y": "0x8e4844bce7545240dc5f9b0574b8176bd0a31ff9f6fd480a8990f35bec7f856f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x10135b810aa304463648a06912c2fedabd96ccb1988301a05151a2471d9ea47c",
          "commitment_y": "0xf0913550b40fba0e96d3a80277a8b495d67ba734ea571971f30cb86c29fd9ca",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf203b5cb23c38621ba66d83455b544046e162f723fb30d02e93f3ef6d7f578b8",
          "commitment_y": "0xf683c145050bb97475b0f61486a26f70843ca8b3a62ce041f54dbb0c7fea17b4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1a02924e3a39d4e33359fcdd26047ee60f97fc2aea62005295032aeee51c5823",
          "commitment_y": "0xf57987d9d081189be2c069fe8da9064de26322ce824d7934852b0d8eb3117c17",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x1b7a1253e90a59dea24b93bce38e8f5160f46166d0f8ef44c4072a1dbb76ae8b",
          "commitment_y": "0x2e4f245d3204f536a1d521fecb9595eedb549a4c8dab761d043112426d757325",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa3591ccf5369d787865aeb599166e1e7675b09664eddad8e40dd18847fa96f5",
          "commitment_y": "0xafcc1956ebf008ee68d794620c94284a203a41d19aecd9ab8ec8fa7c1c63bcc4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x17d2124648ae0ca3bdb5693d8bc7234243db107d74e042a19762d7ce6122bd28",
          "commitment_y": "0x7955fe1fee690dbdefa709f9843ad4ba468373b1e10e609edae7e078be927fc3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x7054a5b14a5385d2acb40d9ebfad61c2ddd4626401ed163594496e4ae0bed2de",
          "commitment_y": "0x9c4f9a3f6e9ae955f315e8093d12c6400361e6fa0b90ba7f6f59ff56db65754d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6b1e79aaf6405581d39c631b425b1830cccc1724d2ffd34ec0ed42c12a42aff9",
          "commitment_y": "0x5c8935c42e2fcfcfd93860f3783f2c3c40a375c55625de1b602c33b73cd7abc6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "3e7bc05806e19f34d5cfec89ce95e93ec63e4476e110cb9ef143e0200ea64fa2",
      "temporal_anchor": {
        "anchor_hash": "c0b81ca26c30f6a43470c70064af7813848095d143e3b07eef74619777e130fc",
        "chain_height": 531341,
        "epoch": 1791417615,
        "previous_anchor": "60f96abfb59f36b457bfd0a740be2d3ddf5823446e93a6d68c6fe0715a607286"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:02.643358+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-80ae310223256d7316bb9a7a",
      "version": "1.0.0",
      "model_id": "peft-internal-testing/tiny-random-ResNetForImageClassification",
      "observation_timestamp": "2026-10-08T00:00:13.892905+00:00",
      "observation_epoch": 1791417613,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xecb0da1df9e7f3337a19e4b8ce1147fc981605156661aae5939df87e7c83f98b",
          "commitment_y": "0x214096a1f4d5a4fc5da3a76f3f73ab8090de534caa2df30210208224297ba66d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf50fdf739dc43219bf5692cd9e957b9d543ca701ac1d08e19ccb877b0ae29f43",
          "commitment_y": "0x47ba3afffecc1944ff39fedfdbed774972766d35fc063fdcbcf68938c9a90900",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x6644eae47b804aeb98110680b61688c8be7b8d371394249722520a142b57f670",
          "commitment_y": "0x92a54b29539cfb1a228f4cc60d64d9be408295c2ac1553a9efa953e984cc3925",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbae264e9e454b36fbc7dd8833c05cf59250366058ee67cd3a8e7a38040efed8b",
          "commitment_y": "0x572d2754ec217fe355bbdd893376db4e364890a66d470a8148ed9f2647d315ff",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4021a38b745e336841c4055df7cde36383a1afe62c8f50f462569555c035f57d",
          "commitment_y": "0xc7fce2529e561ed1e56b5948a0500a9b772b78821bebc216c4749ddce37ab1c7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x1f1040bfb20d9c08c12e3f7e07c7166a5df200b107b3cec027b81e8b9122ba7",
          "commitment_y": "0xebe87c94497723651f7ec86c08719cf94290c5ecb7ec2918172e16dd2fa73e57",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xa980706f93f6da83917313bdc6efd9274abb620f9dd5cfb3e804ff7226644436",
          "commitment_y": "0x89eea2a1f79d8bd945ba149d433a6a943fb985e54de00c45cb2723a7048d9fef",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xea1041f62214d60df6c467fc3c02ecd7d5839a5773a6b0ff8b20df55f0750bdb",
          "commitment_y": "0x31e8e4c5a4cbfde2ccaa25fc3a39ef3e4903ad001ce468301396a7df38cd0261",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xebba15af2312c33df73dbdd588c0430934bf7f11bb00ddc34c4cf57b877a7003",
          "commitment_y": "0x27ff70bf3092860630e70b5a64ca67e333bd7621c8e1f8f4d66fce18e01e6c5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7b5192ace7f430f547e335dd061d61abf40a777053c41b042b6cfe2691e690e3",
          "commitment_y": "0xe1f44ff451bd5cd3568bdd31620e167e39d06e9bae8daff367f26690e07163f2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x36a199c91851a04268aa50880ecdf897d77883edc2f8bef7bf57c48949139682",
          "commitment_y": "0x7d8f9ac540cc81b35ec19b38fd72c517a9b3e8111ddd6054b3bb964d4a1a6ff4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc7fd46685bb8d9e377c66d9bed06570f33296eed3a6b2606f53c5e26d2510247",
          "commitment_y": "0x8a9a66eacb2d306859a0f2ff5231405264848593b4c813cdb756447eac7be465",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x538b3e592f065bf7602f6b60b492d3618f8462af91fd56e2a16a858cd83f4408",
          "commitment_y": "0xb8c9c0dc6f2b4029a5d28f97f9ea94f4a133a82c0308c2d8cdf23917d07c643d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfea2b9a3662995d576cdbd62807ac6e360dbfc9206199e74fb41c0c9ab99f166",
          "commitment_y": "0x9bcfc0889a1c380bc4dfcbd29da0615a834a8ca4da9b0b0e68fc952490e8df84",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x798b9bcd8f81f66f4dbac8b7898148cc12e0a2256f72621712648938ff844287",
          "commitment_y": "0x7c29d52e5e02f01cf85ab82f410957a420e2a68de357d30aaf8c74fc46cf49a4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x37e70c041cfbd142535257faac193096897448f595830f2dd878c7a742aae13a",
          "commitment_y": "0x29b7a2bf1a180e7579e880921504c8a59485f3af285edae0ccc45a48ae009c1b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xebf7758d10b66022de35f02ac184924d48ae1f922f60c64ac50ea46db48f6618",
          "commitment_y": "0x41d92bc3ca0a45a197a677d436e08f4a41d52b209f298f7052eecea1dee0ccc7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x7e80e37c596950076e3d5759887e640bea5da26905b782827a4b4ab900ef57b9",
          "commitment_y": "0xa629132e4ef601ec44770ab0c51b488d9947bc45946f31083accc4569fb2c2b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3c2f0ca419b33d987bc46d62c08b8d21e4538677993bde37ec8472fe3f9af0e0",
          "commitment_y": "0xe00635641e3731565293bea674c746b3ae94ba715555f42ecfb3cbbac2e57e7c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x71b5595362eb8c0c9068095ec10eabcc10539862e19f885f10a4ea855979bc18",
          "commitment_y": "0x90afd8e72c00fd5d1a0fffa5bbe0edfb9d1d949dfc474784f04d5503e97392f7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 9,
      "present_count": 11,
      "highest_severity": "CRITICAL",
      "merkle_root": "c2c746b6f47811a9ba7ca2227167ff9ac8c0c34316b10d085fc4061eb1359336",
      "temporal_anchor": {
        "anchor_hash": "60f96abfb59f36b457bfd0a740be2d3ddf5823446e93a6d68c6fe0715a607286",
        "chain_height": 531340,
        "epoch": 1791417613,
        "previous_anchor": "8db5b7281eb536fd6e0bd3fed25443c0aadf89fa987ac8f41b962db580c94429"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(c)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 10,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.577599+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-cd13b057f50b1f0e7d3fabd1",
      "version": "1.0.0",
      "model_id": "MaziyarPanahi/gemma-3-12b-it-GGUF",
      "observation_timestamp": "2026-10-08T00:00:11.149327+00:00",
      "observation_epoch": 1791417611,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x785029ba103c4a076d92a7dcb4600f3ac157369552d92c750ec6c71bb71fbe16",
          "commitment_y": "0x4d6f41db049dea2c8667c4442e35551d769d25a4334dc2091ff4e6deb6385703",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbb02ab73766e00ee7d458075e92d8b4f1ad949a365bb57fd7aba9255d104fd95",
          "commitment_y": "0x307479f11a289943952ba647014d5ff0a1efc6fddf4a84207bc78e900e55063e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x97a34c94808d9c04959f9fdea2a4c657fab7d1e95c0ed33417a2e7fa66ebd22f",
          "commitment_y": "0xcfa4cf8b40773645909affc45cf9fd1c50939ac1ed76226758e03b3babb2b364",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb1769496503985ac46334342f383df448ca9d3ce27a56418132d35a66df5244",
          "commitment_y": "0xcb76f9252b7cfc47636182fe7d5d1f273f088c441ffdfb5556c9048937e1127f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x44ac330e4c1e703c438b974eaf1a7beaf8f7312d056c659ad17e6857910d21dc",
          "commitment_y": "0xdc1ac79393dae160105178e9f0191d5888c10b65bd453034ecdcbb1eb32bf0a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2c4968ca9023b1490746e6596b37e4b280aa8db4dd23b37564c3df81b1e244dc",
          "commitment_y": "0xd22e75cec4a0233cbb6cc12526708e40d18c1132bda8f755ba78adf354ad8b37",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x7d8c7aca7035aeea4619502ab23c5a6e0a2a2753dd9706469d1329e7fe5eedbb",
          "commitment_y": "0x8d0c5a68c5a96a4ab1d6aea1daf38b783a9a6739c231645ae1ba9f1266d3615d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xea6cead069530edc8ff29a9ec799776541c4fef4b95a73161b031bca55e7a708",
          "commitment_y": "0x44d5742a2108ba90ee058b8b3cc08bfdf27c946d07b0f3890548f39f817e8000",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9cc3f520b897f6fc6eb19480c9ebb158ebc5fed38accbb7bc83928f9bf3625a1",
          "commitment_y": "0x51d3c6821fedcea04928224f29c077740ef6e63d4e28d93867066614ee3a654a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x99c0050cf6bd719e1afcb687a3f309e4ae45eacc446f03ee9d42f71ecb76f494",
          "commitment_y": "0xf0194cd33067c437dc3a512f4b77351400fc0ed823b70357568aa2ca8c00dbef",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x1c4d8b792728492d419dcc1280a80c5854c20ea7203c2306e95585bf22690e5b",
          "commitment_y": "0xa7f0bd958b42e0fef4681c53dbce93d230927fdfd345ef9b1d0e6cd793787d4f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xeb40e5c0ec9454280b2c2ab21dec50a2e15a55cf9b880856da45514f55286454",
          "commitment_y": "0x4217fd21c83de28fd7deed45237a50048e99726818b83ad2943ec95553499492",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8480f188e9985ccd96ef100ba83c11ec544cd62e6c66d1da877804730db513e6",
          "commitment_y": "0x530e67161279c502217b9cb0e8a16fc869766165ca7f09b415cfcbd99368d7d8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xf942de9e0189c70e253de5c80a05a99636e1993c89cc5b9f47ec128d4d813da5",
          "commitment_y": "0x4ef79de81ddd45567b964cc2d369657fece59e06e82abe4b2014d435ec68ea9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x59c52f1a714c297bab7824243e47d99078b493d2ecf82d915ed2f23b8167bd1",
          "commitment_y": "0xd2771506c2e877758a521ff50dd43af792baf4d94d33734a6b183de16145680d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xfe67fa8c67e4137c66325f6a99f4feb2eb36dde6851599532fc54f80b3263d6e",
          "commitment_y": "0x15425b5323554c63e62e63ad6b44ec16746ef7ca5cd2a6d7e4973583ff5c18bb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xef77efa90790a919c898c2714648216039de09500e19d46eb0896443b91fae9e",
          "commitment_y": "0x51bf2391c378499166e328dea71ea79b53a53bc995ebb34c7e6965f3d584e569",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x35d9b69a0689909a22734eb3a3a6d8b4fd2d201e3c42bf8d5816f7c957071ada",
          "commitment_y": "0x2f7c38b76c8d1f428a18c9079ad13bfd7f777d89846f5d5ab710c5e8f86c08b5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf1d5f4dfe026710494a45c16a3ddb160cb873d4cc0f808379bb16d6f25138e31",
          "commitment_y": "0x655377b3ff52bdb90f278f5f72b18449e2f926db82c3b90544ea84f910f80e12",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7e46409abf3808350c6a00c63145ef361cc224cc9ea376ed30136ab68d52e477",
          "commitment_y": "0x796b652415e34348963d7847cd5589280afbe003ca78f79811d6d6f5e3a0b587",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "1b7f84dfbafa5d1b988a10a5d262f344256eaa83d9b022b6f07faa77f8342b22",
      "temporal_anchor": {
        "anchor_hash": "8db5b7281eb536fd6e0bd3fed25443c0aadf89fa987ac8f41b962db580c94429",
        "chain_height": 531339,
        "epoch": 1791417611,
        "previous_anchor": "e95d26b58cbcaad7cadde5ff695db5fede94f3928cab93bcbdcf81b12451bdc5"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:03.394901+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-48f9940735a9b45d1f2e889b",
      "version": "1.0.0",
      "model_id": "mistralai/Pixtral-12B-2409",
      "observation_timestamp": "2026-10-08T00:00:09.396439+00:00",
      "observation_epoch": 1791417609,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x15af4d9547d5078f3da85cb7a16078446a05c3890f0c7511d58b399397406176",
          "commitment_y": "0xfd548c2b4f59c19ef172f759febd1f553aa66fc5dc488149ca07d9175648a128",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9a3161f7d6214a4dadf18eed92c006b55b7950d6df20dc83731f2f7ff6082b4",
          "commitment_y": "0xca96ccc29ec9e7088eeebf18cffba45f77ab35666811499d5edca389393277d0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x5c80b468fe00b63680b54928d79411d74d8bcbbe78957fc75a605029fb20f8dc",
          "commitment_y": "0xa1e34787f9f00f59c5dc536a0fd6079515643532caba62e18366cd6d87ec4477",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa32790ab5252eb6096623f583beb64302ec087aa1a70a61f1163f504b383476a",
          "commitment_y": "0xcd1037f82ad26ad2a6e9436faef79353fc6748411ef4bb14c2b6cc52401a5097",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbdebc6bc908550b6fd5a6f233dc43e7a414d75de45dcfe9154ee00da7ac0a92e",
          "commitment_y": "0x19bff279bce2a355397754c4a3b3536711a48fdfbcc9ef7ca15b5f8ac924d9ba",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x1393541b9e480d27b30296ac385d21a5492c2f16534fa65feb0d0dde62fafd88",
          "commitment_y": "0xef2b77002f4c9c0299a939f936f8da45a4ca9e5301a6c17fe4de1bad0b8c770d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xb945d07d785d78cce004f5edf92c4418a5d41da81fc081a62908873c66a04473",
          "commitment_y": "0x8a17c143db26c99e05f1d7d5b12bb473f75c448f9c46174bfd33b06f465fe5a7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xea4566b53a4b7e1ba2fa423ffd578eb8f8e2c583adb6f2906be6828e102eee3d",
          "commitment_y": "0xdcc76d5fc563c9637e6aa52762f079d609ad6a6ef1452b9d963b0c6ff02a0cd0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xcf3db1215c17c0f1a03ce7e769480da2ff5dd9477957535244dbb1cd41dbd4df",
          "commitment_y": "0x83dc759031e010be7e68feffb7dfc2749c28e15b52717f9c8f8e845064a16485",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x433c0431f6dd1644e8ea803784b0d96944388d0ea063c555742172350e4c4d38",
          "commitment_y": "0xb625379671864295e0cbf9f9482bc4e2929945a81c75b890394a5bd1f1e523b3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x9cbb5b66de6aec5e66ee4e082c16e8b5adb1fc85d0b42aaa267651643795fe9d",
          "commitment_y": "0x1dbf8c8b860b3d7f6012e98338af7fbbb1dcc82ad62df4ebcac5f9f32c80254f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x55764dcbaf0ce80fa144c3cb191f5794582320aecc9944925501ab0d250658b2",
          "commitment_y": "0x15be143cf562316d012e01eff5cc5ef027608be3785d5bd09520e60c2de431d0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3d15974a6e35ec80ffe08dd6795a39f3f242051c047cd5c83abe2fff90ece12b",
          "commitment_y": "0xe879a223f736fea7a06d140e6fcc3947edd4e6dd63e22f4a081984b277e3a92e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x24d6979eaa4074dcbaad17db2e3873ff57bbfdc60df1a4af46de0409a728fe",
          "commitment_y": "0x255b680c0f18889ab48e2700c4cf583eb649cf84d0b89e91b19413a3c6885ec5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfc971cb614f9b78558af91bac847c637ea452b79a04cff7cba39297f58117fee",
          "commitment_y": "0x92a948b436f3bec3a824dfa1d1a77359bb0d8db285bb753dcfbf02fc67f2e52a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x9956658b01a35c6ab789748f6c9415be6ff9899f85772e38b320195ff5e82d08",
          "commitment_y": "0x11ca4eaddca0a10897efbe561587dbc407f8c8e75d18bb0efa547df6ecc5701a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x77c5cd63f8b184eaef17975f5a6682288522cbd1ea5ff86b3865e74fb32a1a4c",
          "commitment_y": "0x64d2dd458072ad41b922340e55054157d5ff7c1185563ebbf2f5b21555d36353",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6682ec77a26fb7ae19b8074dfb449c48915a0853b7249f82e4dfba0571627c37",
          "commitment_y": "0x92c1949bb989a9f2e09d19aff1e04a1e502e2b457275fdf70d9a414fbf593672",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x688baaf4eef739a95eab74f74fa7c66b4b48c8dc5f97e9d2c1c409397312449a",
          "commitment_y": "0xadaa5549be1372f05f8c5242ab65e9b49c26db61883b0b5e5d4fb4df24ac4e2d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x97793577b1f721bf58d7077c97445a190c0f9ac5897a3849780f41eea4d53f84",
          "commitment_y": "0x115dd671b07d4e9233f063f477860a167e0c479a94f0c77a20262dea0f29c9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 12,
      "present_count": 8,
      "highest_severity": "CRITICAL",
      "merkle_root": "b1717eb7ba42ddcc99cc9ba6f05c5a33d5cf69dce1b6251c0a60e9bd5d91edc0",
      "temporal_anchor": {
        "anchor_hash": "e95d26b58cbcaad7cadde5ff695db5fede94f3928cab93bcbdcf81b12451bdc5",
        "chain_height": 531338,
        "epoch": 1791417609,
        "previous_anchor": "00e5f433a1c89057fee6e9df5b967b473ed7a87f72e3228f8ff283ef1bc57c80"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 12,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.494223+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-27e14dfa27f092a3a45d1801",
      "version": "1.0.0",
      "model_id": "meta-llama/Llama-3.2-1B",
      "observation_timestamp": "2026-10-08T00:00:07.609359+00:00",
      "observation_epoch": 1791417607,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcc845cf52ad3c3a0204d89b19775f068c046188ac178e6a8a149aedac9c26a39",
          "commitment_y": "0xee6fa250c23d1ba42f16864aa3b73163dea721d1e87852065ac90240f39279a2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf42fe827198fedb94f22f94d79c0fab00c469540be74542155dd9900b8238980",
          "commitment_y": "0xba9f628ee4571a3bad3a2376ad16dc21b409161e6e579b2b1dde2cfb1c4dca67",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x9168485ed76dec5b96bacb49e703e721da30491650e918242e63b56c2aa04b79",
          "commitment_y": "0xdd514c7bec4657271a61c9aee455a7c19b2bcaebe266d7b109b47d26bf3f3f8b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcbb2e2881818b38d3b973f4dc7f377d285c6040892dff8a3f02c4a0729d4bac4",
          "commitment_y": "0xd2f47410bd8427e6542cd72b4a8847c81907c910a5219f6bb5ded48ae48018df",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5946282638fe0a7a9f9f36a6d47e825b8e47caa5930e357114273d91d5b5a5bb",
          "commitment_y": "0x6ab11ad2b57788b8d2a956f09853b2fadf9b52378fbc7b895a93af5aac8fd8e2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa61bfad64a008ecfa4574f0c9db239a6415982a8e54a27084618e6ee1197f26d",
          "commitment_y": "0xc2b0b98af8da491ab747682503c036d3827a9a1eca4a270d326fa7b65d6424bd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xdce24ed17617fd85508a6fc828e0a1af6046d7af9be96c1e79eb02ca3661feb",
          "commitment_y": "0x72c75fae3c4235b924f7308576105ce5d86c1a47c0382b4c22858ff90b8a398c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4a7200896620b6c181b45cb888d29bc89d8762940d6ef4ecc953842f0972d9ce",
          "commitment_y": "0x5aea132745a837ff51e6479b5a764cc7fef1e2251f71bd7b89f8a12b77c4be5a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xf2e36e84c3240ddfcbc4052138b2fc2ecbbfbc269cba5400689370683faf854e",
          "commitment_y": "0x6080aee9b51ba01f334b4cf7c9bd709b024ca816431e225dd8a3cb545d01d1f2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2df6c53bae70836653d19f420115909a5fecc456e4d8545f7a1a1206d035b180",
          "commitment_y": "0xf478cc5ccee899cf93824fd49e553f983a5ff8718e9f4bfc55ecf0bfda93f6ff",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x28d58739afb9228c07722673956703ca88104b523a7101c1e19d70772281f7d6",
          "commitment_y": "0x5a086a8cb36a499faeec37b7fcbc58793b9a9b7c83c087b03d292a3dccaf1e22",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5553b69227d4f7e0500520f847b2a5870ae25d28bf49cf05dd6291f86f1250a9",
          "commitment_y": "0x52554cf51235b340625329b1f5fe1f2cd375c9fde2eeb8133590a56668f2bf1a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7613a7357fa60b934372501b901e63825fcb8a16041b1bc1576e07ea7daa6ca3",
          "commitment_y": "0x239b5f4c8ea48ff3658bbe5131b3e398581da90ca73908ea6d34a668d60bf591",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x258db5a458fa2d5375a4640413ccddcd2f7164fa978d0e9ce4b120e71d3405c1",
          "commitment_y": "0x8ce9014e14d585ee4af762849f49a7b5c1b1b9f987a6b85052537181c28b8ce0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x6745e4faeea682908a25e05f765508b12899e604a5778585f07954d17757aa90",
          "commitment_y": "0x90b1a8511df428db06a77c01ac13714be124fd5625d365a1aad028d3dbccdea1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x746140d392cdda269e4dafff20dc5076e38d0581c8c9f0d579ef3084dd599257",
          "commitment_y": "0xb2aece693f0ffb35f7bdd18e44687da4d866c0e9aea4f71037bccfe1a189e444",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x907f8e0987b57ebb4418db5be7d99bb64071c99748ed498ac256bf41a3c0ba01",
          "commitment_y": "0x52adb2be87f282e19f98935d7668524060b1196213344ecff462f107f9d216a1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xa9f02112dc899dcf3b3322d2471e78cdd51b01bfb8adbd31e6117f75d4e55528",
          "commitment_y": "0xeeba0029c7ccb590d18c387d5effea0eb9a471f947d34ccfdbcf137a7cfdbb1a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x667fdb5be71ce290393fcca1814c797c5a4b6e0906f4b2c07c3e85c5c0018b1d",
          "commitment_y": "0x21c759992af84fbd74b8ed95160c2a36101d48e2837b35f9aeb5c4c53daba045",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcfea5f24ce750a79d4ed84244f5956e005aba40814ae0025a2f134bb02d12a21",
          "commitment_y": "0x1fad2f4bd6f403a70e33d09782165af4761000b71a78d0db280a5e0e1d10556",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        }
      ],
      "absent_count": 9,
      "present_count": 11,
      "highest_severity": "CRITICAL",
      "merkle_root": "41c6c5ebcd8e5b9da49f6b857c047a2d55f654669bf616a4e93f313febb4e092",
      "temporal_anchor": {
        "anchor_hash": "00e5f433a1c89057fee6e9df5b967b473ed7a87f72e3228f8ff283ef1bc57c80",
        "chain_height": 531337,
        "epoch": 1791417607,
        "previous_anchor": "e7572ebbec37fa3f564885391023bd7588431ed1c7da1d0ba94a78e32bf084bb"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.176939+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-23dd5df7a7736b21c22a2494",
      "version": "1.0.0",
      "model_id": "google-bert/bert-large-uncased",
      "observation_timestamp": "2026-10-08T00:00:05.884468+00:00",
      "observation_epoch": 1791417605,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfe10b9542c710f94fc816bd323604c978eb05f761b301809964d91f29b261211",
          "commitment_y": "0x143cd1fc18a6adfd9336e6d7146a29c065bf956e521718f0f9dcdcf272328021",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7d53aaaa724c3f1d5f0a5b0681b2e2109a99a54d8e16ea71cb17f4dde681dc12",
          "commitment_y": "0xf318c4177ac6e5dc8d257d2c9f564dfef7d37a795e4876a5288e9dfa23f920ad",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x79fd653ee98ed6e5d5fcf6b78a54a8ab9835c5962a9a3671f3e5f05ead013267",
          "commitment_y": "0xb3a3bfd353077f18004ef35110ea4204c8bf2555f134a103ae4a5d5789614e57",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf4c9587e504d7a4de285d61d3377e8e58b3eba5f828ef0335ad8c034709bf41c",
          "commitment_y": "0x3abc6c7617e3ee25b5a885bea86f89d3e72a4e7d67cb8191ef2b29a4e1a19a59",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2fb54b69c51ab34775cba5452f83d8b84ef1e0f9446094263621b984eb7bf7e5",
          "commitment_y": "0x51897710508472d66a5323d7f41c95c9e981e49887e92a26e8ad962a3a7dd9bf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x71f34289704403b5a27a3456a381d2a1e6737babff7fe7e142dc709b642330bb",
          "commitment_y": "0x6a8ecac54e70059d62b3096a5722576f328ee38e0625d7146f76dcb0f242bcb4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x3e61d8f7996a10d94f96ab63056e7c86097717ce0f0d3118dbe3812c6f346ad5",
          "commitment_y": "0x1165e53449828469ea88c6b81398597dcc955b51b5c414c7a3aabe8b2fbaeeab",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x88abce6c497293f3b18110cd501f0a8a32ca35ba67540692fb4c560f005b7d7",
          "commitment_y": "0xaf5cd139066936c58f715624f305384ae15601b4ae43af8aecddff3f8d492d9b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x9bc247ad6cd5fb9ad49f5a4b25f9ab9da34e9d184ac440318b8c57e627d2f853",
          "commitment_y": "0x46dc90841309e4d146de2276cec29d4019fe8ee633554376c781658883f562b9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8175bbed7e0a807fc5235719e432febbe5b794a9535a1629922c463bb8f35a74",
          "commitment_y": "0x9883a58fb8bba5976e61264849b7665b3c8262848c58a941b725689799aeaae8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x53b603ee2b8bb4bd60e74bba5c127d9e4b2f45b2d1ce2ba01f20cecf9ad3a779",
          "commitment_y": "0xbb86ea1491fc6dffbcc7cd3084b9b49bdcadf2c7c03f8767b938a3b9096c8aeb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4d2cd3d73905bdebd8042465428f2c865fe5e406ec5bd946ef4bf765fd5b01b6",
          "commitment_y": "0x911bcc460b6cd01cdc4d3011e13f5bb4922006d01133c90abfbac2fee49da9d5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x78251f5cf259ad80f2176a47220fa13ba455c4b3c9a6d6897717e1352d40a0d8",
          "commitment_y": "0x4d3e800e2ce37523a4c7ffab0a0d827e69019b44c8a6ca2bfea09e9565a2abd7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe493c223d149a195e2ea20ebb94843e6651b33c7000b02463b1053a1d62465d9",
          "commitment_y": "0x9b6c7a7fbc2a931a3a5e4ea129db1c3140964b218f7ac8e771dae70f9bfb61ca",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x8ce07172207d17fbeedc599d400c96512bfb40ea263fbd0b0d7802bc3a9a3ce7",
          "commitment_y": "0xb7211813683c0b2d85b8914e63ccd21517c7bfc9b34a1b451f9791a18c0ba377",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x72f07c38c2ff8a6adca18763bf6a5e56dafa90c014565bf7560d0a7ae6a84116",
          "commitment_y": "0x5d13c7a7ae6ab6867c0010e46a56245b5ae2793353ee7b6d3876172c84bd16e3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xba782d0b99534b977d70c42780dd72f86a17b96ba702c926b0f6ffd1c7f96d85",
          "commitment_y": "0x2e7a56ca7b290edb17cea94b9827d75c4ba6dca7ce3616d58fd2d894865168bc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x641fc210d2d6243510ac058441a5c06694740181365b2a7ede55caf231db46dc",
          "commitment_y": "0xe38791497db19fcab1612dc5f54e9afa112c334f7011e7888517547a8ff667d8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf9d5c1aea142316f79e05264ba0a71350270fb66e47cf7f702d7c089793c7695",
          "commitment_y": "0x50739827253306f1a7d7e70fca702d9ec8615e86b35900691c6bab6866b79f64",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x21dbfe598c5f8e349dbfa3429c80e0dee5ebfb45db8888632b808d1a25277530",
          "commitment_y": "0x31eba9ca8947721646b1b2023ef8cf11f135f88b63b99d0b7412581ae67a4273",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 9,
      "present_count": 11,
      "highest_severity": "CRITICAL",
      "merkle_root": "0f80f9c2b2e7a5dc48c1540f73c0284a5dd95a812de29781889b5cf5a4be4550",
      "temporal_anchor": {
        "anchor_hash": "e7572ebbec37fa3f564885391023bd7588431ed1c7da1d0ba94a78e32bf084bb",
        "chain_height": 531336,
        "epoch": 1791417605,
        "previous_anchor": "766df6c892cd5ff0f9f7ae36e5bbb40f3dabc15c38a57a3ea24bbe7ae780318f"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.615449+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-c17d59ddb9860040ed677317",
      "version": "1.0.0",
      "model_id": "yang29/ScaleBio_epoch-1_muon_gum_L10R256_lr-3e-5_Gemma-2-9B-seed-3407",
      "observation_timestamp": "2026-10-08T00:00:04.153188+00:00",
      "observation_epoch": 1791417604,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6c44016b17f2d1225b83a8ded7540e520a86866051ab72e31d855dd32b00044e",
          "commitment_y": "0xaa7f6584aeee3156d5c9dd85b14e2acb72ba76d9f1e1b3a2880d36c9463fe41d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x78b8a5984622ac6848271a87f8ab759083c3fad48a1295fdf81307ac483c7f70",
          "commitment_y": "0x648efb836268ed621947fcf2c6c07528effa3a19b529cf50a5c69daa389b3cd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xab2c7f3faeb73da7898b422b8451ba6113c07e2766dba7d9bb289109d53f6aad",
          "commitment_y": "0xb3652e9a385c0be6e8c70da3a77048914dd494a289917778afa40106f6d2ff27",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xac0464a3b362744379e89447f25342d51490699f97bc877f5888d048e0a226e0",
          "commitment_y": "0xc6198ac9f75c1442831339b110ce7151f1aca612c2d2a42e3e4e6329e11a0df4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbb090ebd15307ac98b581914f842119a19a96f7c8b8a01997f18625b69f32427",
          "commitment_y": "0x38766b3b81e6b49dbd41d5c5f897aba15b024770a876272172e5c39c310ddc1e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc2a89ee62d0de847b6a9623b4bf3b5a22dcf34479cb9323f1658e0a4dda28c04",
          "commitment_y": "0x4657631c209e2019fe8236a645462be30fcb708c9752bdff117e6820648a0b2b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x91acf34496cdad3cefe90476c5cfdff652715be247e3ff97c41a4d536f267818",
          "commitment_y": "0x188cf135c397215cf75f6877fb56fcef94a95a54147e90f228f4aab95602d321",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7276d30a2abf5c049066ca3e967fb9fb5ca640f30a394878a7045f1a4040fca7",
          "commitment_y": "0xaf4757edcd0959b7d40b1f1954f96c366d960c0db92190a199041435b64c0c2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xf202235b5613fc551f250961d8be67d9a208a637f87458aeb3f0dca217d7f4f9",
          "commitment_y": "0xdf3f4ae1f357b2b67eef070325acfac589874d7855d038a55119527a26094c19",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc4baa9930922bea5cc377eb3bb622a7f8dc8f6ac410081fe7faf7864549ae9d8",
          "commitment_y": "0xde743ea07025b58dc1b2cde99d988a70fc1fd1c3e02c575f4a4bcad3930f7ff6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x7b3b57f0c9b755dfb16f84d78c17ebff40b0ba2995bbaf842bef01190e95b894",
          "commitment_y": "0xd91e5149964f730481480eb125b52fda7d1474026f24cf1cffd26667022cb644",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x87fe0fef09464fe2f53618d9a5c22062ab817d4c81c6fd5372902532a8a6ef7",
          "commitment_y": "0xf846c605de2e59e193e5db3b9c6730288ae51ced13bda309d122eb9c8f1e3e74",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x65e848d83c5d8ac6568e94c8fcf3f32c06c080f5bfefd4f0164cfca03ec5701d",
          "commitment_y": "0xc49d7cda55ffa4c0a4a78036b39f566259b41ef24e27ed9c89a927cd12ac0a6f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x13b69627fa48d4817841957ba23b805b3caa6eceaea7ecfee1e6bcdbee05b50b",
          "commitment_y": "0xadbad595cda1d38ad364fbb78f0ecb549bd759d551b47061c7425e256736d252",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x1090b0aa9065d6ac0de1e434484cb0e8a8c1b352b4385ad9a094c1c6fda5db3f",
          "commitment_y": "0x55ad075262bd17d3616554be772f132716a2e9e6b768fc0d702eef47ff09f3c5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xfc3a56c1607d60830b5010e27d5ecf9b5b8eb4a0cf13daa6474e6b770d3f7289",
          "commitment_y": "0xa402190774001a40cb52e4b322c2371c6d92f4030fe6074412eae1a9940df65d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x70563c87de5dcdddae9d23cf53dc74a6c926755962fac95687f59dbf183f6e99",
          "commitment_y": "0x6705272fcc16fec2dd2ee43f88a57170f51b5a780b843362298483438d941f4b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x57ba16863a3facb6c589082d4a4cf4af5d9e2cfaee8d6623676d7bd963540cf3",
          "commitment_y": "0xfbb98e05e77c41f02f6dcac5b9a0aa561bb510bd6e4cd66428847ea5419c0bb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa3258854098e11b9b4545e39e7ae69e6619623862a7dd2a3050957dc7a5e0da",
          "commitment_y": "0x84d2a3331111e50ffba01f74a9d968893ea514b9a03462a07ee8b4907103b34c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x330ddb2e03c204bdcfba7d0e12fd739553dcdd47b500fd60b6a4f35c25f4883e",
          "commitment_y": "0x864545617478b295d0edfa9c58bc43547ef0ae7cf9a9695192bd750b30dc12",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 13,
      "present_count": 7,
      "highest_severity": "CRITICAL",
      "merkle_root": "3d023ff5a1d50cc4699fe574b60abab2acc0ec4dfa229583d127bed51bea154b",
      "temporal_anchor": {
        "anchor_hash": "766df6c892cd5ff0f9f7ae36e5bbb40f3dabc15c38a57a3ea24bbe7ae780318f",
        "chain_height": 531335,
        "epoch": 1791417604,
        "previous_anchor": "cd1d7018bc46d28775958a8efdfa42f948ee0f30e8a1e15ad31fb58807298129"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 13,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:12.277427+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-974447c20e8968af27896278",
      "version": "1.0.0",
      "model_id": "SWE-bench/SWE-bench_Verified",
      "observation_timestamp": "2026-10-08T00:00:02.365928+00:00",
      "observation_epoch": 1791417602,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2eb11b45d32a28a1088ef75ec202447165660933d7eac4a2da1a6676ac797b52",
          "commitment_y": "0x7d93b16a3755f6fd58847edd60918953fd86387496c3c6180f11c1f622bcb020",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5b0146583f9d38b3c223ffe109e43aaa517ad42ab41c8779e033ee35deb16415",
          "commitment_y": "0xa8d7e82dcb312eaaaad991aba36d4f537ed186238e8fbbe8bd0f98ab2e56773c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd4327c4abad882e3f5028ecbacaa7e964456a0946fb20cc73b8d53cb98571ad9",
          "commitment_y": "0xb9c81ee9c15b6d521f11a63cf13884f5992e1655484705fcdb85e500f4cfc0ef",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2f169065bb49a6a289eed4fb94f3e87006bdc1cd6e379a5d690964788df581e7",
          "commitment_y": "0x7c1bdcbfd792cf77c769e482eef0bad7dac32af10d03c019696ed5d4acfe235c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf865dc4a1364012a469e8c1afc355e626920b6eecf59832e32924f2381445771",
          "commitment_y": "0x930fd9c652ab5d24aa7a7e127f6f052f27631e312d1bf2937a1b96f343993a85",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc9d9990eac7e86abf39d37b0f6d4692cfbc12bc55d8b01e3ee37d534fae1ad5b",
          "commitment_y": "0x8f883e4e60665d6105bd53a29071982ea0cc8c7c544a9043ff6b7f8686420be2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xd3cfba04087070821464910ac6f31bee76e964878e0f81e824fa2c38aed32b40",
          "commitment_y": "0xed91b8595c979777d4d871c2435e87f67f2f1ecf3127a4be8d9a2688941b87e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9db4ee11119b7ccdb9a66466067e471b2b11f8100d2265755b78ba7131f11b86",
          "commitment_y": "0x9e039e52ff9a6baa38198e53caf4caf5cf6e00f4379b95d095c5f8c55d9c6e82",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x278613d1e157c74404d4c26da73e0115da334af42b64fc7715de1cc826922f60",
          "commitment_y": "0xc3efd50656a5e3c16603b5f616988432334e1cb94551e4f3d39fc3231db400c9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5b137e604867b1d7e2f23d44bf9d898aaf3b091addb94f3739c4c38f60dbd61c",
          "commitment_y": "0x3fb34b4391f0f2a1168b866a9c075df806d6afaed76922a327532294a1e8d11e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x73f0eb79da94f34a825d2c8f78fac7713ab8b9c5490ef00f63ffd20c82407564",
          "commitment_y": "0xf1c2faf4f8d818029ee93f743d244dd972935a3f5b0d9a61c5a6139109e87c01",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7dd06a200d1680c09213803116d63971851c0fdd053ac0e39b9d4259452c7351",
          "commitment_y": "0xf67c835415482753bc0a133c7fa8b19bb74506a41b1217b4cb364cd1f4bbfff",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x76c66513c10d0e21c61bc3dc3ecc38098bfe21b5feb0f85487287ab3d03edf37",
          "commitment_y": "0xa2619d44abdd17800e3c85cf2ae067b4d1ddd4d14dc5d99668afa8974c6d9d85",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x584a4cfb2e897fb43bfc1435d3211a9c49c0087dc0f7622c7b30beb4f1b0ddd2",
          "commitment_y": "0xe3a3a9a1e7d5e80f6e4272f307415408bc833a64a07f6880e69c77d48c0cfde1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x12d566eef7092be05cb99c831baf9710a069178d98328125655fbc222e1b5353",
          "commitment_y": "0xc3f5060e61935d955998897dbb86909681e4b663fa392dd6656ae718463dbfc2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc6c981a5704a5f88fc248bb1e358196af7f1be35203921e8fe69fcf013a8d462",
          "commitment_y": "0x126b6d04d4f0fab8bf33dae67ef08307e455c9683d15da57402b70d183aec9f8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa4540f3b58ad08c4971957c11ad292f4f36c0e8fca8f4e407cb6a78c970ee660",
          "commitment_y": "0x3be57558f33cecdbceb133cd392230779f84aa60d16917f53afd8e0bb8cd7eec",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6b5858ec1cc605bac4662b338b32258a336f09578d8f5c229d8f7679a84a1f1d",
          "commitment_y": "0x6c2da7c83c623222ef99bef64490b60e1fcf0749edd11f1d4f5f1f9abb1516f1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xae4faebb0831f07fbcd78cf2c559d14dc597fa0a60231b2caf7f8829c3e1c469",
          "commitment_y": "0x41c1bac2762ed0873a794fb54380e4d794c9327e72c961c83d8ea76b08d359f3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8bfac25dd51197191a4b5267dd84f5fd2b7dad4ecb2590348832955ce0d9942a",
          "commitment_y": "0x9fac9649874eedb63158c90a31d153dc0d5cb94bf9b3f523ce4cd9156b84b2df",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "2a37a22360e8c216b24838e998f1dc1bd73bb862250c810ed86c6cb60c320448",
      "temporal_anchor": {
        "anchor_hash": "cd1d7018bc46d28775958a8efdfa42f948ee0f30e8a1e15ad31fb58807298129",
        "chain_height": 531334,
        "epoch": 1791417602,
        "previous_anchor": "f2b7986eff6752f9de092a70460454397f4338e8f4711eaf8de70b86375a8082"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(c)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:04.590643+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-3ccfa128122aa89110f2d26d",
      "version": "1.0.0",
      "model_id": "mradermacher/Qwen2.5-VL-7B-Abliterated-Caption-it-GGUF",
      "observation_timestamp": "2026-10-07T23:03:12.453370+00:00",
      "observation_epoch": 1791414192,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5aefbce1e6c202eb3710f6e9052bc598fc9d153c768f7304df52b4d363d75dd1",
          "commitment_y": "0xbade518c6b537fee38029ac65cf919b69ffe675ee51a55fb15b60626499ae975",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2a58e0fffbc2ac08d03d9bb8b17c7a51ecd3f7ec6e256dd7ffaa110e728d4377",
          "commitment_y": "0xc3873e59cbf99941505bbfdf0d24a325d58dfe5cb16bd0298edfd901042ca3d6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbe61d473cb1bf2310b3058abf5919f926b51a6481061f861c467ca2b4527197a",
          "commitment_y": "0x5fb760910e1470917b1ec3b3622c9979b7bee41590bf96fcbf11b519569680b0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7015447f07ffbb65b8e80fc730d2aade25c9ef94e73c391566a1eba2009a21b6",
          "commitment_y": "0xae903652d44f5c4586a9889d76777361b7d8324bd9346f6b53656e7218333438",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4d9ea4e001ec4d00a9c1e01fad788021c6a0d3e1176bb0a6a4ed10278803b1ca",
          "commitment_y": "0x2f8051b066229c1b67a0fd34ecd602f694ede569d9a9486c06b315defb6ff459",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6b6c4bcd5a729423a444c3ea7e6ac53ae67ed01c2688302312b9e00a430186f",
          "commitment_y": "0xd113885a436086113ee1810c9e956877b9ee7792ce039e3f92b949aacaa2e862",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xfc9c98b2cefe8a1333de0b99aa24459a8d32c58f21d972674a52166c5934723c",
          "commitment_y": "0x46f3d9ee8cc79696ca1b56cdc59e5d5de459c899985d21ff0ba66f7e47347b7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc9abc4fbef88cb27757271cd2a12cb0f38f22aff688884b2c0bb9acd33cd8433",
          "commitment_y": "0xd97a6f92b425e51e9e4b435fa969639e4f9257fbff8fa20cf893481c33e6acc9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x2b33b3665ff3171ab5e62d30c3e40748d249d7b2ae2024f55b89fe57cea589bf",
          "commitment_y": "0xcefefc7d3939e0f66d099506b797e9805765e751bc87fc5cea78b41c14b329ba",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb14d63c0b51ee956f200e6487ec83d7110886fdb4957d1764f45a041dfd5ae8b",
          "commitment_y": "0x3699f95cf03357612a217e56088c1f7a1d7a8d728ed3b2ef6480f2b61332bbf5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x68ba1ac496b8ee000b6964e65714c7e53f49de6e4b6c7d2867c07efb6e77c49b",
          "commitment_y": "0x2b4b315727b475efb0c17def8c27d8cb3af07ba30078d6fdce3415c7dc8822a8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbfbbff1352e77679d8abd122d336341b1b6bd0ee0bfba6eae225c9cf50ffa6a",
          "commitment_y": "0xb34dfda143341e9f749125ebe6198c1168f082bcf1c430272226b49e790e9bdd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7aa5a33a8218b6d281ee25e4640893192481178cc1464698d2f87987f51fe62c",
          "commitment_y": "0x6483afb92898e9473ffc5f49633d934c0390d9306edabdf19163ceebc4e89889",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x9bdb72cadbb35d09f29d81aced8a38578eb6171768e179aa3622d1affffab7ec",
          "commitment_y": "0x43c85d904011ea37110d22f008df125fca8bbb1f339126d24be0ed248aadc80e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x13baa5647ccdd5c57fce380cec17fec4d166c58a6fe080bc23348eac380fb655",
          "commitment_y": "0xef92e325b3db6b99da0bfdb852ac8e3683b9116a73dbe3c3ca8590557205642d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd27d7fcd28223f92f38698e325d22765994ef74e48bebc6a304360beb2d342eb",
          "commitment_y": "0x17f95243a988ae823f211a857efa6c9f3eff944d312f3a6ae862f13bf13213f9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4d4913e68a6d1d3d3a0411e418257435d5741bdbdd30b9b498c31e765b7b9832",
          "commitment_y": "0x7dacc9add137d4d5dba3da7aa9312f9902af8d268e0dc4bf6b193a38defac244",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9b45aaff3934a92ac4714060b1d9ee68be5ab7e7521efab6a2e1ddd6eb041026",
          "commitment_y": "0xb6b0416ffcd98d14ba4b3062d54e68038da33c3f8fd010017954206f9adb9320",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xcee7612a6feb080a982c5d9ee9adb7d1e8655a7787a6c2ed3f4dad95f448728e",
          "commitment_y": "0x33e62d2b1afac2d0c34acb62d548d3e9692fa3e76fc89444575e0ca0ba0ae7f0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x27c04766cfe826669e2633e128fbb9a4b05164279b962d2321d0b1fe7049b3d4",
          "commitment_y": "0xc5979f7b3f96c4c454b8aab49918bb3552e3c50df3e778773bc0930750fec5cc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "07abd45931ef723e5935118196a449dd7fccba9e8e0b23b376ccb9eeed47f2dc",
      "temporal_anchor": {
        "anchor_hash": "f2b7986eff6752f9de092a70460454397f4338e8f4711eaf8de70b86375a8082",
        "chain_height": 531333,
        "epoch": 1791414192,
        "previous_anchor": "d58b2d7f1892eadb0f92c06dd48ffdc8beeca8307ea59d2a74518f1b2eb37cdb"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.762170+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-3ef26ec65a902c59efc0810a",
      "version": "1.0.0",
      "model_id": "naru0411/LLM-Competition-advanced-012",
      "observation_timestamp": "2026-10-07T23:03:10.895990+00:00",
      "observation_epoch": 1791414190,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc841ed291152f60736792bacf43b6182bfebdbaa9a43277a88ac0f1d3c8d3db8",
          "commitment_y": "0x678722d6af9acf932e7c0d5baad0f7ff6f42ef4ee8d0c57ef3a28b4a5a3b2b0e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x36c16b61cb2e3799dde13e31f7f4823eb3b2cfcae026963ebefdc69eb6f9d305",
          "commitment_y": "0xa1249aff64e273b39380b4c5562a070be16262971e7e7ba1594f0125a8131fbb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x90c14ee0979bbfc4a440ca48ebfbd0b40fcd2299f687c5018b4e005d252c903e",
          "commitment_y": "0xb74845b32c56d1977a72da450418ea36b7005e86831282dd286989d4365db00",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc800ec299cc099047d665a8997940c28cc80c00d80464e2ab0c886c773b8cde3",
          "commitment_y": "0xe216c0d0f5f403b43153cc43e0be397b40e7c01a7ff6754402b5abd9db7d6773",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe58d71f179406caaceb9d023b661701d6bf19fdbc637c0e9f770f494ffa43242",
          "commitment_y": "0x5d0de5cc2e8a1daf1a61d5d801747bbec9594a4ae31660ac3da70ddc37c05d89",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xbc02e412c7e0fef3f1af0186062692fccdc5f2a22b5e88fa637f10bf8a0e68b",
          "commitment_y": "0xf1c7937e5b7a49803effe0bc7766e0300ce1d388c01f7837a93ebda33279fc8a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xdc9a5f5c19e03fb380ec790d5eca46f7122777013ef7482998364bf55b31ce08",
          "commitment_y": "0xbe7fec2c56dc18d7f70658dfd40e53b69f223bb154152e27fbbbba47f1a07eb8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9cde23a5e8a91f17bd384f2232a4fad66d93922c097d554f494053d5cb6b62d1",
          "commitment_y": "0x402e7b0157598271ceb6a221868d94ce113d8b3b614a4f8380a07e9de2ca0df6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x9addde3feb5a9cd98852ab353b115338c25bb16453e1af4cadac7eff5824ea45",
          "commitment_y": "0xe051cd51bd83d5017016f02991bebedee7e6511614d4e89219c12cd7cd2404b0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x513f68e2f3c6a5f8b163fd576e57e00c5c34fb3b22a0bad8a64f225f52c45cdb",
          "commitment_y": "0x51cfd85df9ec4a5d7e50521726968f45b7a16174ca66f665b217e82f7babf330",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x10319bfb8d9b1ae43097f1f18e9d19e0f4c6c6ae942ed6863f0808cdd686ecab",
          "commitment_y": "0x2912735557985726cd07918c504f7c1e0e00507ca6ec61b1cb7f02e1a89609f0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3dd3acdd02625894bbea9f6a096eed022e69c81997e13933b1ca56d1821c52f3",
          "commitment_y": "0x2cdd2ccce36769c8dad65dcb6ca7857823b1ec78534f5c102baf81c51dd9f74f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3b4eeca4434b9a2b6554cb07d018597c5b0ec542ccd20bcf70e719e7c80f7298",
          "commitment_y": "0x5b11ec2daf3001d7c643fe2a3379541f5e2a069f54c4c28155c02182ca60e087",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x7a92162c85b711776bd44be5f2be191c412cb64eee52f91ab802d7bd8e557596",
          "commitment_y": "0xafbfbe9a84baf65331c8f8dd9e0313ee5b1288a8a32c34892e3bb8b9a4e1cef1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xd8a2f321d33ffcb67b390f59f307a52e450b1eb19e93f98dc8366ea7bf0575fb",
          "commitment_y": "0xbfb43017bedc86c79b6f0b997b51c90dd6cca504ff710f518415b49593a715de",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x764c290826aa5a292e822022393791c9395cffb5217c24236d915074b43d8fe9",
          "commitment_y": "0x91ae414bf263a4881e48551943872a1a24090c863d9450eb6c3783483d78698b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6532052427bd0ac20f08427f0b31f9a229f75b643c4a2a39ce7efc939e15602e",
          "commitment_y": "0xee82d8158b0393836809f1a7839887572934987e0613de1ca68eead8db38d46a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x44465ed3df04a036db82f1f18bf16530502c77998d805167d4ab1289d13ddb0b",
          "commitment_y": "0x5400616149fbcf08aa3aa01dc33657b7b8832d3b3c22c293e26a966d12c16849",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6faf8d394f1d347ec21f8645891e71b3ce52adc69f39d63b68aa6c9ec7369f3f",
          "commitment_y": "0xe71e44792b54aa3d665dcf4b954aa1b2c14d32f2f620badcfe2e945cf4e169b3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3a90fca58a61cb589f5736c9ea36fdcdcf4b00b3914735c7a70b657d277f73eb",
          "commitment_y": "0xd2146f7695f6175a1d1936f9689067f2630834dc805150c81d10822e49acc14d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "54f379c5a427f6d79c41e63b2d8b57552e2e57a1cc1bcef2a628d4ba81ff1ee5",
      "temporal_anchor": {
        "anchor_hash": "d58b2d7f1892eadb0f92c06dd48ffdc8beeca8307ea59d2a74518f1b2eb37cdb",
        "chain_height": 531332,
        "epoch": 1791414190,
        "previous_anchor": "accf9d9f1005da45ae0b7b96a328af82e9c904d5d0f1459bccd04a75c781fa7c"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.936999+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-ceae0576713a504480158686",
      "version": "1.0.0",
      "model_id": "orionweller/mmBERT-pretrain-p2-fineweb2-remaining",
      "observation_timestamp": "2026-10-07T23:03:09.236619+00:00",
      "observation_epoch": 1791414189,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe166a5232dbc2ca329498ad91a0ecd172b0bce544a1abaebe53e5aea81513e94",
          "commitment_y": "0x5808893b823a34a9355646e6c4fc867954151b0ee088b8c65d8aea9eaa638f47",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xda6f85751d2a2cc9125b40ddc2de273f6404a511a0d6da65ad1a25efe42b3b75",
          "commitment_y": "0xba599569778680a4320bc263838222c6f7fc315819ce7799f44defe99db143de",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8919171c758cea88c5a50fb1dc1e9a70f5e555bfd72ca10d472666d8a1c4b2d6",
          "commitment_y": "0x257fa4650f03476e7a9f3968d27c5b236953c399c5b339100d20f4e36cd27baf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdecf83893842d41cdaa2024fd225a913882123d15614d63746d5ea2a5c41327",
          "commitment_y": "0x748239d9ad682431f48ae62d295d08cd6fb4b3faabca80dd1a1777a4de7af8e7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe5832a9f2f4a6cc0ca1978085afc4a10c9057ccb00a7dfad19b0e0317570792d",
          "commitment_y": "0xa7b41a68f70df31f19baeb3b0fff99e2fc2230ccf7118f943aa52f7209107c5c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x883ae87ef49e4bc8b4a1cc648a7bc317714ce4fddccd68ecda41a68fe2a33071",
          "commitment_y": "0x6bb57e9973e2d8fdf5fa6bfe6f8b3103fa5d8ae09915e96461921709a9d67b58",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xf5804c9b73347ff549eb951a6a54be1ed9fe08c85febf65a43c3d26e65b8ab79",
          "commitment_y": "0x1b0b677a9e7853898c9d2322400ddc743e463962b979524236853d43192e3c45",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe88e8304aeeedf2b43059e3b0bc7c74ac6d7383238237c64cbfa5e8afb0bbcd9",
          "commitment_y": "0xb16197418992c573f7f2042b283a88a94751c68050e729d2e4f0705df384e2d5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6766ca1d9f189950ec6baae0e6a84508426abe972956989b867d737b536a9c98",
          "commitment_y": "0x9959cefa7277ec01964d7817e88b3625d0129ee0be7df9de5b13b8b9d91ca4c8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc7490d54e936a3b789eb8ae880ebfb5df6b43b7c0063fca306f3a60273a10ca3",
          "commitment_y": "0xbdfa9eb1dc9c1ce907e58f89cb1f7f339d2fc7d7c7d02ce23e9366232ec2b575",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x55232651c5b5381c5c7a9d4bd602a12608fb0dd05c7edd8e228bb9da3d2dabaf",
          "commitment_y": "0x4cf4871e35d13113ca297444360ae43bebe81a2c6f3b1e9fc9b59b5bd0180748",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xee0d6e25713b8dc5b0646b673bc517e7796e7c8894e02f2df3ce3cbf39d5fb93",
          "commitment_y": "0x11c46242433e4acc3bf203954bcbf84ac16631813c881a046d0db27cb91b4f6e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x78e63d1bc28c66c1d82326ee59aa8b014c88132048b72f2f1a38f3fa3fecf50e",
          "commitment_y": "0x89ef7e4f2f64e8a95fae13c1dac4bd1e67ab07c8c86264ee15eaf2b0aabfc9bd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x41a98a5009f4d59db11d47d8f1e6edcaaaca9158c7e716cdadb1e9add9705098",
          "commitment_y": "0x1d260cad292e31a228bf0aa0d5f1a5e507d4c545db193996cf766bac6e9589b9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb550ae3958c78d4b42a593d4f3d3b45d45f20c2d6f0b90fed5a3c9031b152752",
          "commitment_y": "0x5ebc300189916aff2a2ae4810751063cad05bf38d0251542923fe12c10885a3b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x42d09a837d576c2077d6d4ba24aec6b5128aa501ab41c0eb240dda542764bff7",
          "commitment_y": "0x99015def5a043752a4479ca224025df2254a583127b54d9c55fca25d7007a54c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcd69f0f8fe2b9e33e361c8a126ca8e6000cad8bde0088ba228812de10dbd3ee8",
          "commitment_y": "0x106718a225ce37ae1eb4fa1dbb3e184775210f4fce659b02d23b8e8020bad602",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xddeb2d9498f30d6072ffb4637c23cb68f4971a8765f36582988278029df70e06",
          "commitment_y": "0xe1e89661a8b610ac8b3245eb5ad7842bf32665056cfa64293b23b41d2bbc65cf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb42474233b8942a957f13b201190c411155b833f85eea318acebf392dcb7836f",
          "commitment_y": "0x4d16c8493be325155020d8f9e864f14d0587e4539ee3ba6d8584919d011d079a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x70a900b717b244d23633a6bc74ebf45847d247d5fd35bf47963d6a84c8995440",
          "commitment_y": "0x1b6dbd9093dd53e659d9f53f48b7b950f0011809a3106d3d67a644ab5266c7ff",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "4a22147ceee63e56f2231476cf9e2ba2e125c7f0c2e8a12fda2ac935cb3f1177",
      "temporal_anchor": {
        "anchor_hash": "accf9d9f1005da45ae0b7b96a328af82e9c904d5d0f1459bccd04a75c781fa7c",
        "chain_height": 531331,
        "epoch": 1791414189,
        "previous_anchor": "1e60dd3e2240f4eef145139fb233841748a7d36da309b7af9a969d7c68a65a39"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.527455+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-52ae37eeb524806a4dd6e7b2",
      "version": "1.0.0",
      "model_id": "internlm/POLAR-1_8B",
      "observation_timestamp": "2026-10-07T23:03:06.405414+00:00",
      "observation_epoch": 1791414186,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcb19adcd1ded01a7f5232aaaa3e1e78689e6acb462b54506862cf168982347fa",
          "commitment_y": "0xab9ca68483e84fb32e3bf3c5e0df24d91ff63f40d719c2c1ec60ab576d3c9b24",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x50e81960b0bffc7526f6ae79a853e8249b606bccf533bf66e1ede4e7cd491539",
          "commitment_y": "0x6a2b729fecee920b59333ffd101ad2b198ee8734f67af8d665a4953bac753e11",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb2160210745f6b14f22103856fea750346408001e13a00e828b0e3f38228d869",
          "commitment_y": "0x55ad58e620e64a2cd277be0ff1d8e865dc6aa60c504c1c403e73e5bcd7cbb1c4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd92243e85a270de401875e2cf3e44d1da7f046b4f5b2e882a7caa64af1bbb03f",
          "commitment_y": "0xa03b9e1b528d7fa546a899374a80c68d96330eadeadfb8388f429485aa4d7e6d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd7ed89cc0c5fd23ac28545c19ccabb74205fbdba9899e9312fbd6335f3277ab2",
          "commitment_y": "0x1fddb2807cafb33df296314ddf3f44e272b8f94a1589f84390fb8837c509062e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x96676c57f98af970cb26858f13581e4bd0fdf7871bbe3574090867ee40c8e541",
          "commitment_y": "0x3802f6d2f64a6b32654a0ea2ec0c47da6ca1286393c9850d75614906880c5032",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xbdb56b873707a24cc6dd01116dfb0874cd18262dba004e733ffc578820095fd9",
          "commitment_y": "0x1de560ca11dac9af8e7e198da0a4c0c7d06bf0a3ff879340b3953bf3e8731716",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfaf6b28580c1f665a70e3b61b8341852c6138f9e1ba69a4de4358b7e51388682",
          "commitment_y": "0xc32d02842290843b981a852ba2e4922f9323c20a66aa6e70d757dba22bdd6ee2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xcf1c2cfeb647f35028cb13593b1b039a80fb48f56d9b25d46ea0dd986ccad406",
          "commitment_y": "0x8d9de35ad1fa36abccd0442bd6aed8ece20404d20947563ecf5554d67150586",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1576c81f595043ce25c01c8eadbd3d42947afbc5f47a63189d861c622e084cd8",
          "commitment_y": "0x9eb31dd6ae34a73ae347ebb1cbc0914189180d218b1eaebb4406a794298f644",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x3020ad6bbb82a04e4ca6934c3973c481ee87dabce352a2603177c18d6d264398",
          "commitment_y": "0xbbcf5725a2f1bcc9a6f958edb34b479020c2e68025179fe574bafb2de404b971",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x14903c01d1da4d2bd8a3d615c4f75b989a5db405869a978871a9699d128c5cae",
          "commitment_y": "0xae62a5dbb8a54c31fd8a7ccdb81400e3029b4da6dab9776e173b047ee16d52fe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x71e0ebcc5358a9c180ba606f5178ee424ee4d271243677967945ed141d70c784",
          "commitment_y": "0x3edb15ec0c6d093a0f0a2e0346739a80da4f48a3c11a6ed147494a662e116a1b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xf8b5ed04d0024d27c97ad0d03a2a1240bc177af667131b086348329cf4949131",
          "commitment_y": "0x4ff5f9b7d0bd0dd8d8763a8467f78d3f096f2b43343ece290fefd011c1151d0b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xdb93da0b3ac0841cd9ed55091fc3e9bf519c1c710ff1a2710df41d83c4c29adf",
          "commitment_y": "0x632e9fabbbaa302c6e8c2f868881a777f859f6cd71dd965cd09f7442f56c98c8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x7115c8437cba6c1ec67de7220c047e4407f51b35037c1f6c10b2b442e2266f8a",
          "commitment_y": "0x8f0ec9d431e480f047ff4046934aa4e5daf1cd640c4807bbd0469fb85aafff96",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6fc50621f674a77e775904b181f404a8e79232db7ca1fc290d285517a3ae5ab5",
          "commitment_y": "0xd18d5a75f979a3298ddac7cffa647fbb2988423537d0892f839f5644f60ffb37",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x62c30a1becd8b663729504c56cccd1ae6d43b9b1883a6d8d938ec897ae16d101",
          "commitment_y": "0x6e974e74d05d0ed535f1d96f64c6e4e32d9947c6734e8604a30472e1e51fe5a5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x82a54688dbd92e6f782b8fa498ff553afbc54af9ecf9d4994a12c6342dc3379a",
          "commitment_y": "0xb49523727ca57487271462c8fcecb7d8c9edd6672f5ab1f404019821deeea252",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdd22cf5bfd1e9e124efde59fa5f547e84c78dd77e85d685c2101ea7476263a22",
          "commitment_y": "0x3636b4ea1f387fe2002b8bbbe9255d06a6622ff181228de0334d5edf40d26dda",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 13,
      "present_count": 7,
      "highest_severity": "CRITICAL",
      "merkle_root": "5b44515d53f5f7750f00a51f94c03977f723b7f6e269e9acf77ac54c34bf4656",
      "temporal_anchor": {
        "anchor_hash": "1e60dd3e2240f4eef145139fb233841748a7d36da309b7af9a969d7c68a65a39",
        "chain_height": 531330,
        "epoch": 1791414186,
        "previous_anchor": "7f7f323508ce66bd1a827e24bdbe4a767a6dcdd23752c5f7116524a15d46331b"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 13,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.129867+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-6fc706a8ec5354b0c7e0c379",
      "version": "1.0.0",
      "model_id": "AKAHARA3/my-first-mode_20260228_tra04",
      "observation_timestamp": "2026-10-07T23:03:04.392611+00:00",
      "observation_epoch": 1791414184,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8d3592b3af3d6acc225c7c7c0d2a378f426e2f6728d639391056736d006ba510",
          "commitment_y": "0xd757d27fe36ea989afd060217cfe2d458eab1be54112f8ce2e7d0c92ebdbfea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1f5fbfc361198771c3d72e1daf899fca913019bce4fa48cbda86e802e45c174d",
          "commitment_y": "0xaf6ee91d56ef92bf3542550580d16f2ed01ed471c9e2c6eb870ac06751fa679e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9758235aa8a073c48cede89d3684f84fed173848f249e18281b720e5a749cc10",
          "commitment_y": "0xfd103ca53309b3d2b6f81458a11b2762b3550000bbc6ad3d1dc90838c1d16043",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7151450089943e5f45269114df651b7754ec2f75365af00abd3b283519662d6d",
          "commitment_y": "0xfe8abc705b92a45bc79a67e985536f53422a01c7d71751dfe4feadc883b35adf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdcdb766c9414ef3444373ce90c0fad0456af1778a531fb99dce4617890433ab9",
          "commitment_y": "0x9a22c35403566fc574284827676cc98a74e890727039d6d5752223c8d5420dd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x7694d35bcfd1e88f63b556f8bdcbf2cb3da2454a85db9a6e42d01f398ef7e08b",
          "commitment_y": "0xcb4c0effb7cf409d5a66f07c172b94894548ce2da14cd9f738ce6d870858ec37",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x1465bba33618031111254fc73001f612e41ff6243dff48b97abc4c10ec28146e",
          "commitment_y": "0x2c89776c1d0441277a42b5e9bde5f9446f2b708e9e0816409ba405c046c9a0a8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa74b754fbdafc968d7021d995387a6f64f85940254e0906ffccbef4563502348",
          "commitment_y": "0xab33383cf503a8899898a3cdef3e60367ac4d93faf2fba57d0543f1742069de9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x73b321738e34c4527e46fdc75dbf9deb27a6b9e735650a62b48d48124d1c3ab1",
          "commitment_y": "0x7e341506cbdf16e840c6d8f47c66863f5d91b2de0e510d3ef317b1f81cbc8be5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x17f208a7b1df8c9fffce83e8fd9197727479dd1072301c6f0be7c2265878eea8",
          "commitment_y": "0x5d2aa34e6c81509bb4a77d3370329d7f6ce1c89e859e9fc5a83563f252edf360",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x19663673e8323a64af93163c7072fc717f0e45dca94004a2020e9ab59406a8ad",
          "commitment_y": "0xecae897daee9ae3503b4ab97b8615739f226694c75f0870647f833780d5e5008",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd474094b0b158b1c6379cbe88d8c02a2a0904e1b193f2fbd4693a88ecf43d8fc",
          "commitment_y": "0x4325a12141eb9a3f3bc4c21fa940f8fa30712540cf0f0cdcf3d76d392dcbd113",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd6dc16764ac387a09b713926f03d7e759389f835706946d6516932490f9310ec",
          "commitment_y": "0x38dc28f73be985b5b5508ddb2d66bc872a4999f77e65473143a94386d281dd90",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x1eb101a802175d6a476fcf7fe1616dba9487ebbc1f9403a374048d5687df6cc9",
          "commitment_y": "0x608ef175640f864e585e9bc0750a083f3506eb9ec5d10996db0e8ec0ebe0f472",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x3ec3b6c1fa0cac7fe8d8fd865084362d2a824aeb84abece2f3ad863182368206",
          "commitment_y": "0x510d9ae14dd9e9d0282e724f0882c21f37deb8a7925f254b80275119fe1f5d1e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa6984b3724450375271011c220f80e498778a50dcd058aa37e28b8eefdd121b2",
          "commitment_y": "0x17437e654f09410717e6b60a7268b2afe53c4b41a093ccc43bcdffe298a653f9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf1c768814fa1006d8277b86733a27a77a984eaa17ed4b7425da3f78524aaf77f",
          "commitment_y": "0x762079e8fcc30d1db3aafa08a68234e7658874266f3022eeda209805c23b046e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x808b78173f9a20edaa4689994c38c89e8560bba67b1f9c3ddd0efe826b5f73ee",
          "commitment_y": "0xe1a971a6fb9990df8ef4ac0f9fa76eae192203c9bceb576ea1405d231a1eac6c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x713c096c96092b61e5941d75703c2b11f91321faedc6c74b6d75f9717f0508",
          "commitment_y": "0x385ee46f773da1fa2602967da78ee274f001bb9b6c9da83af6a64b54fdaa834c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd9d6a10d4525aaeca6664035273fe86833195a298e42d4282e2f451d1bc181fa",
          "commitment_y": "0x836bf4abf34d089db67fafec44b4e2193781875b060619a524b7e80d7218538f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "d44e7078d76ac4db968bb90fd84f924f62bc943e9b91d41b2e7626184d867e16",
      "temporal_anchor": {
        "anchor_hash": "7f7f323508ce66bd1a827e24bdbe4a767a6dcdd23752c5f7116524a15d46331b",
        "chain_height": 531329,
        "epoch": 1791414184,
        "previous_anchor": "8018d9f43d6d601db04e4036dcaf021921b227e0851d88bfac9ab88f1ec2c5a3"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:01.362523+00:00"
      },
      "sonar": {
        "provenance_hash": "194aebdb4cc072c31b7086dbce4032ceb4c74114cd6b0d3a6c2e3b194531aa31",
        "provenance_score": 0.65,
        "base_model": "Qwen/Qwen3-4B-Instruct-2507",
        "license": "apache-2.0",
        "training_section_present": true,
        "declared_datasets": [
          "u-10bei/structured_data_with_cot_dataset_512_v2"
        ],
        "top_dataset_signals": [
          "u-10bei/structured_data_with_cot_dataset_512_v2"
        ],
        "scanned_at": "2026-10-07T02:07:52.100486Z"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-c9f0bcfcee50aac7d9012bb8",
      "version": "1.0.0",
      "model_id": "wookee3/cosyvoice3-speech-tokenizer-pt",
      "observation_timestamp": "2026-10-07T23:03:02.678245+00:00",
      "observation_epoch": 1791414182,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe1d175e5375d75fa1689e66df066181d8c0c045c5ce301b918092d60f1993865",
          "commitment_y": "0x42b639bc62c0db0137e9936768f35207b3ea57ede7f24c71e33959e2b29e99f6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa350713cc5d9167c75174ccf8295ab7a03f5daa322a17be1b0fa4440f1855b40",
          "commitment_y": "0x16aeb879856244e9aa04a4eb55567cb2ec667c665032012c9ffb5ce8aeb9c131",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1eebb11ccb6fd18261af3341454264bad34a431b3e0739223cccc94669f92a6f",
          "commitment_y": "0xa9818187f76c8b5648bdd0f6da3221ec913ed0d15749bb056f5ae3ac38fddeb2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe3bf5f8f34db38603083f7a5470992aaef854059903cc1a9f3493135657659de",
          "commitment_y": "0xda0307d7e035e9c9aef245a8ba1a4c315c5fe81e260695c8438c1b9dea973054",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x723fdfb2de7278f71b2991ae454d649b373e0b06a3dc32e9cf941c25a39e82d9",
          "commitment_y": "0x2d2b63a40571db90fdfe9d179023d7c8d1022b830963d18a21c31247dd9c491f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x90846d0302c376b411e679d5c79680c6e12e761061f330e7e94f4092ffc8e7d6",
          "commitment_y": "0xd9264509edc1f6a71b901a9133dd0e91a90897a3f0c48edf6da62bb39477b04",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x36097c929df99fc49eaa70251892ca888da3475edc78e93b4c031a193dc1b0aa",
          "commitment_y": "0x747588b327e021aa219d5bd5be4c98e04659cadf6ebafd9c1e47c1b086975129",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x488d37128b9a9ecd56d865e06cd49d435de879da5597b960bbd3fff769fb8eeb",
          "commitment_y": "0x9a613f9f9fd55204db907725df01326a81ae7ce7df77dca95935726f03e61327",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x40349e8de8ca34d338636ad1d18a3c9b0ecbb9b253d62aed5e67f297f911eaf4",
          "commitment_y": "0xfc28adc16acfa134b7b7b9960c3dc2a5d7e1fa6bae10fe045ee5a67e774b24e3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd1ce1b4e487956396e09ed37175813a6c7c8de49b97a4aa99c78bb6537bc20aa",
          "commitment_y": "0xead323980ca9596720e8e129398dc7e3079ead869244237934a9b49895dd11a3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x8067ebcea811bfd7332cf97b04c2934803b34fdf72b0253c89e057a780c7de5e",
          "commitment_y": "0xaf44843695f3208cff03b71ffc2c44b3740f7148f6e1a6238adf023ea51441cb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x480dd32bc1e866ea89e81ec74358f5a0daedbb9979e004fc01b3c7c9eadf926a",
          "commitment_y": "0x8f3e9648f7ea583a535e312b1543795968fe5c0eaa23515666618a82682eb21f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2f214252862608557b47a310ba45ce00b821620efef3a0b3f6d67e544c5e867d",
          "commitment_y": "0x98916aad4d372a57871b0ac813c74dcb3355791b002896ebd268ef064176af80",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x4cc46e60660afdd0bc1b0a356b8eb65523a04b589cfe8e0d4270d13fe4142ea6",
          "commitment_y": "0xa1d3162db79051cf43c3ada3640fc47d70ae8e84eabbbac66064178119efa7a1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2eb3663dc0bff4b66d682404ef74bd8e76483e622450f4c2a056dc59e94f50c1",
          "commitment_y": "0x9fa0a370fd175b08fcfc6b110d132104b8a24c0057635cf216ee90b981de3623",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe83674018985850062ac166276c90316e46e57699caf86e7456a20b1df3f5aa2",
          "commitment_y": "0x336fac622aa161c6410b8bf1dc19dbbf7d7a2dad875add8f1c3b928455ae75d7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe3e16657e5b90e50d4a7e7fcc27d4accdc06ef2961c5b7d09bd0b6fea627c4c5",
          "commitment_y": "0x4042f20ae45c55c25947714a9fb19822dca953bab4d7a04beba274582438148a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7ec7d2740e042a3946d6a87351c6706e6f8cb309f1c7e03b45eb67e6c69c3872",
          "commitment_y": "0x444679a74afd2c5b24eab8d9c5505b2ddd2ddc390597d227b3acf0bdc38dafd4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x8cc78461f66bc2aecf2a69f50e5c9dc2d7e3f859e00f9b8e3177514fbe7b096e",
          "commitment_y": "0x4163e4c8e29f08e87f39143eff3f71330250123cef78216969779f8b0ab17cdc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x85fb43df5f28cb5a55f1460822a26320306820432eb64cecf4f9bc30c64ca6d5",
          "commitment_y": "0xc911d52178876f52a570095bbf2de0f615135f3bfef2713107b0bf927dbd95a3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "4d65561e43287e559a8725f96543c473f2a38514bf69d6aa47caf99ccd2a0e29",
      "temporal_anchor": {
        "anchor_hash": "8018d9f43d6d601db04e4036dcaf021921b227e0851d88bfac9ab88f1ec2c5a3",
        "chain_height": 531328,
        "epoch": 1791414182,
        "previous_anchor": "c9c1204aac015ea7d53fe43273b66e6fe468c81c39df6a23ced9ac4c3f2bb2c0"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:12.236723+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-469f530625d8ebdb6ebfce7a",
      "version": "1.0.0",
      "model_id": "MaziyarPanahi/Llama-3-8B-Instruct-32k-v0.1-GGUF",
      "observation_timestamp": "2026-10-07T23:03:01.037616+00:00",
      "observation_epoch": 1791414181,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x588bdfb5bd53af3072a933d670bd212cf8c0e538208925170f8edceddeb0c1b0",
          "commitment_y": "0xaa5a72e3f41081c8f08ac1a0c68a27b3fd9cb93e8e53a63bb27f70094d1633fb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x505aee9d7cbcd2b941f8e94eb40a446fb40700409602e707d8bbbc892844ecd9",
          "commitment_y": "0x2c281f0137b6445f1c87742e3aa6438a9bcaf0c63cd4b0daf2e1695225430ca9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x69d53077dff223e30a503590b8a41610b47924bf15e611853f83244ce125bfe6",
          "commitment_y": "0x21a0e73f9bd7df6e168858d06492d39c453fbc6d49f4bd296346310b462ddcfb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x20ac6e2655ce7b47589342f9424de895de5daa56f8afcd9eadd2c09c15983f72",
          "commitment_y": "0xd140c63b690db6b0b63fbc2c2832861c9b78a3c652dac70b9aeee186f749971a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xab3e18fa956c10b59710471690e250f38600ff0c4a1e909a4c11ffdaba1a62bd",
          "commitment_y": "0xfbc318554f5fe89df29536cbef1c235fff2012b741b1474a37a1ce11f5a27b77",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x87d964d7d0dfd8f78c7b2d9eaed170fab03479d68208d71ac0f4c888ab82b91d",
          "commitment_y": "0x814bf9311dfad3789eba7f241e14f200902e433008fd5c740a2f12d99077162e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xdc0ce9a11cf1d1017be141d9d65b309c2f755d3b4089354aab4bfe28e219fe0c",
          "commitment_y": "0xd9e367df7e6e1935f652f8ac489b7bf92bd561c7507fb1405c40b91bc19e7cc2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x16d48801ba29fc08c98c5facfc9176a4265b5d2ee39eed4befbb0d0054b8d9a",
          "commitment_y": "0x7d3e65daba359795d467248a4fb1d883c54b06db3384306117d9a1f920c2b536",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x1515327ee71be21fc98d0c84d872d896f21534c5ba85ce54864deeb3080c5c67",
          "commitment_y": "0xb3639b43558254c668bf94f149e58da9531c0f6877af1916cfc2afbd114a40a6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xac2bc1c0dc3e159d3acbb27158b23cdb3f09518d43554562626914b210c95897",
          "commitment_y": "0x6be47a9103fbd16c7bf3396cca8dea3bd2d6e0574b84452214f6a3d78b243a8f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xa644acb8b96fa47a8ef56a4e0a6c5d6e01baa4bd0edc01a2b47e008957016209",
          "commitment_y": "0xae93f28ed067c6fb7235d572cf7cf2c577bd4555c99760f4d62e0e5f115c8c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3b38cab55cf6af4a4a6d312200ce537f93e9b02f2b6ebf1e071832daca61e153",
          "commitment_y": "0x9efd872682e5a69ae349f1db955d5a041d78e3893a493a0fdc5c35f479c72a98",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe638178c89ba4f96d4c68c6500f9aa3afa966f49c8e4cb031580835dcf5ef77e",
          "commitment_y": "0x77dd94a0000a6b12b3ab47158787a88bbf18fb1f3202431af724575a11871c29",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xc75177191945af609d40a5e164ff2383ba3727fa1d5835ca98f3e3a41be1fd94",
          "commitment_y": "0x3f7e3c3d139d02a435ad7ae2fd9e83d3230f1dadcc6de0c8a82036ef3fcb4d45",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9cbf617bc624d3fffa537e64e5462996d4ee7e5e877c2a9154ce69f70331675e",
          "commitment_y": "0x9ee5d1a09f0a352932a195707d3b843405fd4322bedeea546454efed55e74318",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x8d681c60fbcdbb352cf636d1b2e286960ab18a67f4e04a6f687f47355fb0938e",
          "commitment_y": "0x42cb2cb39d2dcd4770e10031aeb073c1864c60f1e747add59dd35b9e0a6b65ff",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbb17714a4f103c16686b5bef8b85b309a3e4970cc3f2abe8b272e53d3db4fd94",
          "commitment_y": "0x8f29bf8b04a5d2cb9c284dac0920fd3a7c4035c66a4cfe7adc1f30a976538d95",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xaaa12ba0db253f6b654918afb73cf37250857b6e3643357ea5f7561c7f452f80",
          "commitment_y": "0x938cc4fb251c363c24815e7c860ae7e15ba54e00a78cba992798abd9baef25f8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x80e33884fe1266fa5d838ad2ba69759e588a5f28e25d66aa50bbc2f46f03a3c3",
          "commitment_y": "0x2aee93f33077fdd43b22eaab8b9c8a6297d6a64ad2c4777a35e8ea5d821cdeef",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x30b8469871ee29e38ec74df04053f8a6b016fc61be8c7f8137824cfdaeeab501",
          "commitment_y": "0x244cc3458039da22f0a1d4e9a2cbafb5fedd020706847fe243f13e1c0827eec2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "0db20039461a1b279ca0ea4e6c763a4c77ec3db210659196b710a31dcdc6d8a2",
      "temporal_anchor": {
        "anchor_hash": "c9c1204aac015ea7d53fe43273b66e6fe468c81c39df6a23ced9ac4c3f2bb2c0",
        "chain_height": 531327,
        "epoch": 1791414181,
        "previous_anchor": "bfd13c153149f56d3a452985bc84de3648e6bd214baec91c25a277a4ecc7451f"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:03.316040+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-dc9be73da207df1faa08cdd4",
      "version": "1.0.0",
      "model_id": "keremberke/yolov8m-valorant-detection",
      "observation_timestamp": "2026-10-07T23:02:59.485202+00:00",
      "observation_epoch": 1791414179,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x12202b263b04cefdee825005f55fcc574870148b819c09af6ce9fcab3f3d410d",
          "commitment_y": "0xa673b5166867314979ba81f63e2718b01e5e6e79558311fc6517c574a9300201",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xbe226aa10fe08e698efa109fbe1fbce6ed96a00368a9644469127ad689c954cd",
          "commitment_y": "0x8bee3d7d10ac7633d770151c57c64638b1b699f3ed94a041db0998cc819f2d4b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x688e2c54d865e67711acc8d29a92f8fd451acbadb78c01513322eaeee46e4913",
          "commitment_y": "0xe4b002c521510286707e6c88c12314c77eb52c6614301cb995ce0cc2e74afd3b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3bb2444a674f8fe05104a4f16773e3aae6882b286f12fea67fe739544abc7105",
          "commitment_y": "0xe5ea94cab24d6c91c86eb1541656536db33f910ebe60c77e4cb6eb6acc390d4a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2c74e08f7dd30fef784629a0b01f869d809efc738f85255111ae5c098651a874",
          "commitment_y": "0x4f5f766c69ed41731c75f8a40bf511982d72829f3ff7acd30707832aefe02466",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2dd49230ccf8b4d4028e33c300a4fdb56d105b1ce4e813402c266e4fc1e30e21",
          "commitment_y": "0xf58fddc4c9c913e1e6e3b011ca8ec8798d66799337a2310cc1d75d859eeeb0ac",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xa7b210d2194e336e6b82c8839ffe841da98eb7bc38b04b56d922005d6d5bdc85",
          "commitment_y": "0xeaac0bec97a8da8c19879e6cbca7090bfa0f5614d88a696b80865b04d9e79c3b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x39595de48413de5ce7db2e21c02f07f5eacc48d32752b1025c2b2b64e6f1a21a",
          "commitment_y": "0xad4a0881517f6dc28ae9fe25a8be98a0c8bc845bec3a9e4c4167cac4382e789f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x3541b770bf214733c1b35d61f40c76e9f5384eafca9c7918dc001c0824dc4868",
          "commitment_y": "0xdac84a70693c55ab76ae0b243aa74ff039d3da095b7dfc13000ad4a638c11d98",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6561eb7a58588f20fa5031103e77458990c895606252d50e3ac64f2fdd4cfe12",
          "commitment_y": "0x5f2aa6c7fab595f34b832618260d4039ea40326e0eec58c767eb2221ebb2bdb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x1bc9b639f9fcf6e56ec607e22c6b3406ef9b4dbf1be8ad6397648ff9a89c617b",
          "commitment_y": "0x96b0cd2f30433f1156312e8601371d34b2ab5abe580563e4d3e3cd7f2a3ba16e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9fb02e00c28a7453cee0b75c7e51de27084064c607d0d72bce23698265fac62b",
          "commitment_y": "0x5ef901d606f30430c8bd6be11f72a01bcad6cfb795a2369f82b93f1226ee9aa5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcc4778d3e992f2acdcb82148f5735d56bf59d3fd9a195887dfb74ce5c3471707",
          "commitment_y": "0xf2272d21d23315da436ae5a67c7749afaee430940a5e117eeaafaf8432ecf8a6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x1b78023ee54140232557234d49f226dc32e63549994acda563c37a33518e7bf",
          "commitment_y": "0xed02ec22bebca1536558832e49c09fa1ee45642fd958b9ed302f2662d9a81b6b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xefa0236be64bdaeb4fb08ba9309205276c088bc3ed257dd4a62a109c0d577933",
          "commitment_y": "0xfa4274baa4b18e8501460e00c09ad800160e49d9e566a840863b03226a2b92da",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x22895761f82c374bc36519b59ac1d71e0be80ac5fbd7759449efbc0eeb4e2c35",
          "commitment_y": "0x8887b349805212af479e42dd1b592db10eee5722a2ff21366b679bc6e19a739b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd8d5b43a45a99ec2e2d5e8f6d2d9f16b2f755c2b9b66f1c476417b7fdf273e68",
          "commitment_y": "0xc3e188ae6ed8a4b213cf521ab262242fabb0bb6394a168cb9bdf591d6d50d4ea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1d5ebccfecaa7b071d3db7d739da94502e68075e84a8a5d26df7b44ca92148f2",
          "commitment_y": "0xd9fb4dccac1a5513156b7830721a07a78d4826b687280615abd3cbd0414e997c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa0e7d2390283410c83bb9820a74e9179506822b33a0a301f4adea0f9fcdb3b6e",
          "commitment_y": "0x6c8f4d48876bfdf0cf0aa912148f9fdfe9b69745b6e78b83fe4d5aec26c569dc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc1a31dde05a99c92aa60b75e735d98bee7147f9e8153c7e5e7446afa73235926",
          "commitment_y": "0xcbdd85612b5ceebc86e7e1d224390b71bb2e37facf772dc9014f8ca3a72b3bf0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "6b5ad97ad6e38a9cdaa33799c9d16c4af9635ed33f2d235860001bc10be17cbe",
      "temporal_anchor": {
        "anchor_hash": "bfd13c153149f56d3a452985bc84de3648e6bd214baec91c25a277a4ecc7451f",
        "chain_height": 531326,
        "epoch": 1791414179,
        "previous_anchor": "65b2e4dce44133cad194164fbae28f70eca1c836d738fe5c7220f78e9c4efed6"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Art. 22",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 7,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.466812+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-a6cdd019f133ef43a328fae4",
      "version": "1.0.0",
      "model_id": "nyanpoko/public",
      "observation_timestamp": "2026-10-07T23:02:57.875807+00:00",
      "observation_epoch": 1791414177,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9e64388b45ce6e65cdffa3fda951befa48dac9449cba98560f8e53983b1b775c",
          "commitment_y": "0x2640960c55dcb2fb8c947240314c17668140106dc47feb08dcce5179ea49a31b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd29bc26f56b914687339cea7d038ddab5e2225d132d714df5499aa53c0f37083",
          "commitment_y": "0x758b7b19a4b5fc4a132beed3001747f8e6ff4d86a1d891b3f07fb1674ee8ffa3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8723ab8dd661ff3536e27b49668602f1f3873d89b18053524fbce35429fdd40d",
          "commitment_y": "0x1a6ce4a119a6aa1295bcb3909feb2f9f30d9cb53cb0667b497efeee29e573d03",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9dfd417d4322a361b3ddb30f427776fea7c4c74b9b1fedee78b9c5aaec175f2",
          "commitment_y": "0x81451f14eec2855bfd730607c51ce52ef1f806155bd11d4293d07abcbadbb2ab",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xafb73db7fde8896625d1cb45b8bb6de389ce544f4b4e1c3258a362b8f79012",
          "commitment_y": "0x92c65afcedc79c754d0f87ed1a1ce7ce6c54e6e643fad0c0bf3a34e97a7e0754",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb1ac7436f8ba7bac881aaa39a3a83486c4385fee71471cd414818b95ecf28bfe",
          "commitment_y": "0x471bbb79c3d0134074c3ab6f55d6651a77877154af59f21a795ef9ec837fda24",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xd66088ac5df23447c87814649ab5ddcb4586cabe5871ba086bdb8d956b33b44e",
          "commitment_y": "0xde7442dbc5a99fce6c6d60ab364c64b9b28de9756bab03a6e197f106b91950a9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x590cefa7ceaaf9fba7e2b65a79e1ee2eaa0996473a36f231ed31ca555940ad03",
          "commitment_y": "0x7eda5279a2ed78a1583486014cf19f5d6df851f8747757acb97cba881c588ede",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x61eb72d8b35521722b0e246ba29e5a591edeca587c132d9d6ea38ebed5789241",
          "commitment_y": "0x616d6f522a837adcf07bb8442164a09991ec44efb9ddb7f253e9d40f51b3e063",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4e5ec1d3babc83bd9662e50bfd1c61a74da8efe096f8795c05c5e845082ee83d",
          "commitment_y": "0x3494fe784215c93091683025b49a4d9de2f391206cbd562fb2c90c40b2e75f9f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xcd559b0d1464002bf8b82938396def4f0e0bfbb38a621e3cc8355bbd8ca33cf5",
          "commitment_y": "0xb7cc87a73af8f294ea15e4a657da0df81d6dde5c36a474560b59c379e704c005",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x24004cfd9fe38005df723a15cdc92efa01e7f585029cf6ea2a92c08962308c89",
          "commitment_y": "0x34da566507a2445768deb75d7684c7717e08353626895015d421455ca3a597b5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x180845523403e28622d0c53cd9e953076b14a69cc4d94fadcebf8188ca177cad",
          "commitment_y": "0xe4c78b1164ef2b820642e9409ef628fe62db0f317ab306c4e59aa57c767665c4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcfdae677d94d5faf7ea92e2ba06f3884e095da9ec2b56d983223c524ae6de105",
          "commitment_y": "0xde40d45329b7752b27babfd248e8d73e30be02bf47b20a27fcea0e4502dd01b5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf3bb8b7978362802528bf8e337fdd2920fb423952c1316f02f08c15222ac602f",
          "commitment_y": "0x2cf99112a5b45fb2be739a4bd2843d8065d66aa7bf79e3c5ce6afc6dbc041fb4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x63c89ef4dd5eabaf3711ed0edd4f309f5a03672d31e9952128d9b9b485ab31bb",
          "commitment_y": "0x2c469d2fb04baaf335f028fcc28e3799ee1e6397137b06c4113683d2bede2b7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe42fe25a84afcca7cd3bbd336272e063ebde4a018fd12ed668456cb643d6fb8f",
          "commitment_y": "0xacb8856a727950932d46e0bc10d05d816553abb8c0dd089c343751037a94afc6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6f879912d36c2ad3251e7402921fe258322545df7c5eef7cd4d60ff530053a7d",
          "commitment_y": "0xdb281a3e1c1344412a462822b440e272337811b8b70ad75661a6dc0630064fab",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x189c257b4a35e1c786806379520f369ab3716bb5210df06fcc231222fe676956",
          "commitment_y": "0xb97664ff851309f342d6ce2887feef5af369c8d0925412b949a1e5734a04e993",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xba63570b45b00327b21ed2e62c5aa01e38e6a573b51cab65a4f8c5d7ed7a5c3c",
          "commitment_y": "0xb7c27e0571d359637fcab7f0e7185abdef2773b65bc0abc57b54ee7cc7887213",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "d2ef8e7b24b220252e0e7c9aa81d9aa15ee127cafb0f6bbaf33916d043a99c48",
      "temporal_anchor": {
        "anchor_hash": "65b2e4dce44133cad194164fbae28f70eca1c836d738fe5c7220f78e9c4efed6",
        "chain_height": 531325,
        "epoch": 1791414177,
        "previous_anchor": "b9dd42e140e9cb749faadc3f09b561ce5419667da6646717fc04e1a6add32265"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.237308+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-62e6a5173d64aad20bb52684",
      "version": "1.0.0",
      "model_id": "banned-historical-archives/wenhuibao_disk",
      "observation_timestamp": "2026-10-07T23:02:56.229653+00:00",
      "observation_epoch": 1791414176,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5bdc39da8e2c55062add06705654535279d5e25d651c7eaeb6ed261fb3cdd5bb",
          "commitment_y": "0x288db28044e6b4ddfadd6faa9ed2665ac301b21a15826655945622d282adbc7b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7eb4a4ea896250cb06cdf2a05bd201a1455fbc490791f043e8994e1a6059e2a",
          "commitment_y": "0xfacbbaee0fbc60b8fd67200ea1517dea005b24b2cd1087d1ef2784b40f47cd2f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3638be53f93da1691a0e69867f12c81cc327963389f59fd0cdd011ac8543cdb6",
          "commitment_y": "0xf083c5d86baa14deef5dfa44b1f1678f67ef1dc6dbaf89a69ef74b587338433f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdabb936ec74206630c53bcb88a8c840e868177f10248d5b167cb2681fbfab9ae",
          "commitment_y": "0x49d97c04f68317c7dd5ff06b72f3121c7e4f2253a33787a2e37bb1f5dc13ac52",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa0bc9d4620b62fb228d6df4208890b76a77362799fb9c6501cb3fb8266c7f268",
          "commitment_y": "0x9b4ec8379c90a4334c0ad9628f7b495c1b756da8330342f019523fe4c811d9f6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6f1588bb0dcc6e130a32d177db7b9859292d2bf9a28041d5d593b44825b95bf0",
          "commitment_y": "0x5267efc37c5926781f8ea9866e985a95477e07ef28a028a3253ce8d88a1400cc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x4e10ffe384bd070525d3a08d58d8726b22e427588fd0206c9e218fdd16005a6c",
          "commitment_y": "0x28c8985e014b877d47600928524d667c069bf62f09c48612dbc6010bfd959acc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe16eade43097f9fd1de70da76c2e1d967ddb09215edabe4cda3762f16aa42f81",
          "commitment_y": "0xad03c7507af85b2b73bf271f6f3107edc9ed923098917688056b170804fab147",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x20c76602be055f71297793b24b9dba327767c1c3f6ea4310b41c6037e06db520",
          "commitment_y": "0x4d393fdbe30c1305dff61fa415fa2c2bc38cb8462d11cfa362ff88bc5aadbdc1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7010d667d9f9ab676cf1a08420161b640bbac031016e1b7c0cc3e72263072845",
          "commitment_y": "0x1465eae3d330eafb7baf9a4ef0d7288c704f2b4d6dd3eaa7ec1581564a7bc13b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x5e685bc39a53d7fee540dbf5510ed98f853bfda76cb66af0e12ae4357a2ca8d7",
          "commitment_y": "0xc66311b2524a9b3a86213ff68f8e6889c7bdcb36108089a0ac745b1ad5f43b8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x15836f02f21c2b4c5b6081d3d89be982e3d8b933b07bff619bc46e71bcaa9749",
          "commitment_y": "0x414c88fbbaa61e721bbe83c1705ea8fe37eaf2f49271762c642fb497df93a3b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9f511dbb5606493bed9056beb8ae791ed67170578b6f73d544e78518c9795995",
          "commitment_y": "0x37e8691ab2f40176d0f85b32821aeb8ff81b061094c09a5bcf851ee5fd251a84",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6677ff24f2beec9f56254de3c031f02144a5beea6d4a1b2cf22de365dc810caa",
          "commitment_y": "0x5484ba60de063d5463704c4d50028d7418801ad122b234412bd91966c118b47a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8895c679c95622e9fb0a60bf88d6767fbc59704a8601357c5032d84008c19044",
          "commitment_y": "0x1af747b1f96cfe056ef12eff4e1ff407681bc30bf8c6c09c2f4dd31e03c4d87c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x1f12438399673d90f143d1214d91872a38082e4caabef5fe5add5b9007956fcc",
          "commitment_y": "0xc4541f9f801524de4058b23e7882621e1b68b04998f5ec404114dd6dd7bb20f7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6eed5542b4b2a216d5d923a3f8b0341ffe07fe5b485355a4727392f867ce709e",
          "commitment_y": "0xf43892cad944981f9c9bf2da9a12fd61b473361f6e6a3733a567423612c0edff",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6b2b72b8253da5f826777afd91a4fda554f86946604d09e07b601bbb67847fb4",
          "commitment_y": "0x941a9d1d0058bcd6b037ea5491a483b85222981f0079879a9029c35346bee832",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xbae14e0c6b1b7de94a1a52b802ba36795bb45e7429ad814616b4a5c3af414c92",
          "commitment_y": "0xcf0b0f294da0a15c6a15f8d0a2198853c433e6afd718d5c0726b7b7ad714362f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x120214f6837ef06b2a915f04ee2ced10cba9ae071f2f3bea3480e401dc5f3cea",
          "commitment_y": "0x87093ead230f7e426737f036fbbc05736aef1ab3c907128a9cd2ad75e0ed3de6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "d0509f1c3bebbeec4ba3cdccb67bb3a3db39381c86a9041367a24bdd21e57562",
      "temporal_anchor": {
        "anchor_hash": "b9dd42e140e9cb749faadc3f09b561ce5419667da6646717fc04e1a6add32265",
        "chain_height": 531324,
        "epoch": 1791414176,
        "previous_anchor": "8f6e7f9a70fc7d207ad8512a08d8b1028818802dcfcbcc651dde9e708d768366"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(c)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:06.035542+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-e28226a5fc42b615ec6cddf8",
      "version": "1.0.0",
      "model_id": "black-forest-labs/FLUX.1-dev",
      "observation_timestamp": "2026-10-07T23:02:54.476906+00:00",
      "observation_epoch": 1791414174,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1c84b686d2822b42db3fe4f45668378032e42eaa2320a63cb0e671be93a3f5fd",
          "commitment_y": "0xbcf770440cd5e105e6d447c0d2b2b6b322e4a28316e2352e6cfc898add314586",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd604e8d6c7a9930af22e3536f1b3cd5c81a6bb9002edcafea19573409b5f8db7",
          "commitment_y": "0x501990f14754da0e6d32fa3b12a840b81d591fd51bccf80993841665816e5aea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x671fb83b0a9e86c13a37cdd87472502bfc9c2ec9446f24735d2f4470c0fb8073",
          "commitment_y": "0x5525fdb3336af71b51c61d47273ffc289853a7c00cd37d805a4730fa58b6564",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8db4bb9e3364d140c41bb995dda1568c5bf461b5baa1fabe550d04d6aa189ebe",
          "commitment_y": "0x39d579fab5a2e54425a00efdbd14fc020e530eee2680f7fef717ab0f467d440c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4083261bdcda3c9917ffab9464bdb756efe44e79e6575591e74981bc3795b670",
          "commitment_y": "0xa33df40de6db8d289001c372b6966d5485c741d7026d304cb88644f3d9f37b40",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe46ca4ebefbe23128a5862f9a6d37b9fad2e95fb36112805a785ca11d6d49a7d",
          "commitment_y": "0x3a1800294bec9be2cae4c00ca46a6acd6830da819f3490f552363bfad5bd7a54",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x8b3fc54e3e59921920d730f1b71afdf4c7b014b632a3730ff1bab98587ea890b",
          "commitment_y": "0x33e584e2e6756331f2f97c3dce21d0cbd9aa050acb51ec886beba09f55e5155b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x86d9bda24123fc0b37b2d5393ba998537a5e37855678b8dca93871783c8fb13a",
          "commitment_y": "0x85ae1424c41ad7b4a1fa52e3ebb99f199feec5a9179aa2d71fcfd83b72f4beef",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xe6d85ddcf085bc4cfbc8a06a7f7a71b27bd314b07bf3f4eb9c8959abb4b24609",
          "commitment_y": "0xe8b94244a8dfe0a06f1470d9f92f74299993c45cef99e02cdd7143cf786aa277",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x26e0258019dc38e676a51356db7a234947329a5e958dd5656c311e0996b74d05",
          "commitment_y": "0xda1b8cd0b1c1b8c0882233c62c6bcd0a1671687850434c8f033c9dfcfcce8ea8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x29a7eee6816a69a558dadc31eb33fed34f821175571ef5c0b4641273cc15656",
          "commitment_y": "0x75798d5206842ed79597ba1c3c85309e907f2acc6bf2cbdbbcf148fee227744a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4ab554b2868f9c29d2d6219981ead25aa586056fbaca230d7829e81775065e59",
          "commitment_y": "0xa3c66765d9ea5397328a3d503275ff2225591b2ec62392ea59d347dfb109688e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x5ab16b009ab8f3cb935526eba360ff49b513b3d04aec495d2675e70575c81171",
          "commitment_y": "0x8909c8457974ed45784a94601149ae698a3de83540589adf560ccc59d8e3197c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3fdf54c6c048ff2bedc3a018c224a9bb081a271015f5a288c0852d8c1e20959d",
          "commitment_y": "0x61be62cf37297ed1371fb852251989bed054624552cea2d88d141e29824b0965",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x98767373f6467ab81f7336b616fdc16d58166c3f2ef21dbe9dae9d10a67f4ac0",
          "commitment_y": "0x8f4c09040257364f71ba1083dc126a5162d390f0917603da96d5ab09fc71e216",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe0503a71f2209bf5d5c450d5f3072d46ff694ab59f54ced2cd6736891f9a9a1f",
          "commitment_y": "0xb7dc96afa1b267a30739a278223f46b593f9437a9e63520443c78109e32aac8f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x385031a87e7ce84c99ca1b6cebe7aceb4071f13ae01e78e0f92a376051c5131f",
          "commitment_y": "0x6c705a32d7166c4c58e6db9aabd5ed6492d76b5adad74b3937036f68cf7fbcdd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x2662b5ed833e0df7f0f7d2c6053210c32974f39bc2238f7d8b39cfa8dffd4c75",
          "commitment_y": "0xcbada5698d34d22605f20dd0b08c3dd566e44053e09dbf753dbbc0b424f3bb13",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe87bdda4a7eebadd8997a91c9d3d0fe3d7cc381bac00df555d045bdff68f072d",
          "commitment_y": "0x4b96f16ca0bed0084c67f17eb962798df6555177282523e9e4769e49fd119d15",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3bcb9e688a553aa84e84970214f22f9444b39d39794675074644c82122c36a07",
          "commitment_y": "0x87b5ee415e3a690adf77e0cbb2135be16c388644bc0bfeb49acca56b59f0cd1c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 13,
      "present_count": 7,
      "highest_severity": "CRITICAL",
      "merkle_root": "4bdc5d43f4d5ea2494eb072e7fb7f9a2887dc81167a167cba5504e0c209cea48",
      "temporal_anchor": {
        "anchor_hash": "8f6e7f9a70fc7d207ad8512a08d8b1028818802dcfcbcc651dde9e708d768366",
        "chain_height": 531323,
        "epoch": 1791414174,
        "previous_anchor": "cec8aa77abcc446f41e1d385b5b8e653950e11e261a82181e4add9ca941a0350"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 13,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:06.368429+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-4c55a830f83411f22657ea0f",
      "version": "1.0.0",
      "model_id": "ms13d/loraas",
      "observation_timestamp": "2026-10-07T23:02:52.942843+00:00",
      "observation_epoch": 1791414172,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x55fa591cb26f4b0c434d4854a3891108e2e0c744c8ce872e160b464f42bbf64f",
          "commitment_y": "0x69b52232fe88af2c14bd9b3feadcfbd4adda170394a61351d0549d21df4f1710",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x62e3f6248ab092d46aa9f9c20c1fedaa332c1291fbae5825bb2b4b267b344797",
          "commitment_y": "0x752d87625a0e9e1d40c8d4238a8c547aea8ead489a4739c3f61ad88d749cf480",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf95f89d624eaaeec779711ad0a75a37774b08cdbf8e4efbe3a40f7bfce07d14e",
          "commitment_y": "0xfc609a81e75d2363a2a964efc253a8e512ddd0b41dc68de50ca2ae8ce08380b8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x418bcd5cb4f63dfe41bd6d1d5a0d88863304952ca2f6ccde5b6d4134647ebacf",
          "commitment_y": "0x9a10ace409d5ab4d242201c3b7b5bae02ddea843e55430036c450a2b2a9abe34",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xae1ae48b20276f063fbeaf1ed57f744f39d512b2c01a139f11c020f1e282d3f8",
          "commitment_y": "0x23e4c33c300bca6a909e6337ed0ea06b6be784ceba8f0454e713883d1ecfef6d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x68350484be3cf110c3d5209e3e22bbea4e5047b6d21bd769ba537237bf7ba240",
          "commitment_y": "0x30d47fcabcf2b638d7af645079c453bf3b6092d40db2a08d7dbb1919e75154c1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x8a64148dec8e847b5e1045e9f37aa339accb5744041e617a6642f9221abc78e0",
          "commitment_y": "0x35c5406cb271c0eec0376f3d0f44a903d14556dcd9e8164dc311d09e18be1056",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1df195603bb46afa856d399e3a9af79442ae53a6fcf6b3e1eea434a09bd86e77",
          "commitment_y": "0xcdc82cd9bacadd7829f1a9bd15651e6bfc84691c46f7eb68705354108ada5f98",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x1078abcb9c78c831a527f617e6d529bd022955a7e37a8116914d27cdbb7f0135",
          "commitment_y": "0x47499a2516205442472c6e0a63346ecccd3e1291a19bb15f46c732b64475e729",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x15b46f9ba32029c1b9e40c011a79216bab1da93b792ebd492204adf40925576a",
          "commitment_y": "0xe3b4c395adc1b3da2eddd84e0cb522ee30e408e92d9bda39222b3d21f27f1537",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x546fea57f38392461f1b1a62b9b3194677214fd050c64d7c69f8cdf9ed267fcf",
          "commitment_y": "0xc088fe62290fe769acba57aa8b15f3123400e9a519f58d0bc530276306a5ca9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7d03f618cfd7fbf31d9efa813af437f7decbdc13abe399db246d7319bdecbd49",
          "commitment_y": "0xa59da6279fa36d44378402e5e6b31a6802909f12c624e194ca1945bec2e5ef7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7ce236197a3afd48245b3a26640e2459866c2d73fd1ef953acdea94518e7e304",
          "commitment_y": "0x4761e9af721a87cc34546ea718716459dabf7bffad7b78057c75da9397e8f10b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe303964d101d554c00c9bf621e0f17435c84ad57bdcba62ff5b8ee8f48d03c2b",
          "commitment_y": "0xb3e044e7e5e39199f6d688585a013aa56179a19e1664472f5b2b4f700f5570ee",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x97f7ff20688578d63b9deb8e06bb09838d9cb55ce3e6a525ed25a19c6149d32a",
          "commitment_y": "0xb1161ed56de3695f151b9e7c9b85e68bb85729102e6fbfcb7409ef696c37d5c6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x750940299fb75b45db727a1113f953fcc770b785c14437d9896ace50064e4b3",
          "commitment_y": "0x9dc56360ff68fb4883dbcda9838969e7fb7facaae240f9fe94eeb80726c1017e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdc90b991ad7020dc41fc122e92b753f35b71c355f051c28475b1b22bb70d22ab",
          "commitment_y": "0x40d8246f0f84ce0bca213d271c07ed71d8f647d4ec029a3da7fa0d36adff98a0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8d7caf1135e136ef450727b79cad8ccd537146c3e0f4d696abe37f2aa951654b",
          "commitment_y": "0xe05220668c9986b6d4866b4763009f8fcf2c8bc1a04c101250d03d0088bb31ac",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xcb78f8c415a5dc44a3eb69b998bc7f7c1bc592e68d73eeaeba82a97abd53574b",
          "commitment_y": "0x5c3223b160a5c5d076f96ffed9859088beccffd3b48f6a35ac7327b5060d6bf2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa73844d0c608f6586628467cd5365cd9fb9b4b2dfac5c4a478ae3744e7f6bc6e",
          "commitment_y": "0xc4d1090e2b0a53a78eb660de5966cbc7c9694858c3c3268ff804e982946e7d0c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 19,
      "present_count": 1,
      "highest_severity": "CRITICAL",
      "merkle_root": "994b75930df97548ea0535cbf438fa733d756a569cdfa315da422706956b8644",
      "temporal_anchor": {
        "anchor_hash": "cec8aa77abcc446f41e1d385b5b8e653950e11e261a82181e4add9ca941a0350",
        "chain_height": 531322,
        "epoch": 1791414172,
        "previous_anchor": "703565eeb2bdc6baa88808026dc5fbc28182fe8edd8cd315ed73d05d1247e368"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 19,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.899580+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-1e35c42a5509b8236b258d74",
      "version": "1.0.0",
      "model_id": "zwc2003/tmp-slam-model",
      "observation_timestamp": "2026-10-07T23:02:51.391795+00:00",
      "observation_epoch": 1791414171,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcafb9965e920d78f3ee025b5875e34735e1455833840bf0fe28699757a2f1027",
          "commitment_y": "0xf1394d9e5109ffb66c0df016eced7d03578cad45a6ddb0fb93be47fb7c36d1ce",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x67391f075d3c58c35821da68c7e38eaa5be8989c9e8e1bc8389cfdbb1746a7d1",
          "commitment_y": "0xf62254a30e50255e140f892d7059d36c1fa0f1d2080b8c389ff45e848a0d8d33",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd682ece37430a5495828c1aa0d17f0d7594bb7376aab1e44a164b8915dd7a15b",
          "commitment_y": "0xf771588bed979ddd3b07472c3c9f4c1a00b0760c4aa940c4034f523486b3e645",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1470ed84c840439b01c28bb20b66606cc808ccc968f6e27eb562a377b1777cc0",
          "commitment_y": "0xe01f944601b836edee74beab7d62faeabbaf4c5dc4671f3ca97dddd3d88a5d03",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6ce624d194a3a2c75c2742a22358d6c00462c0342ce6b2e175272fe42e954e53",
          "commitment_y": "0xcf60bd6978e9b70e7362f28e2f839918271a77fcf7c4634dd8e505f9dbe37c58",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xca8084166890d46938e6ede8990cc29858ec0a158e72e267668775a973640d18",
          "commitment_y": "0xe550ffce38acba2b2f5304344b58e68c58e0d82b7edbca2c6aa2d20e53523b74",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xebe2dbbf58bd237c239e17fea6cb6d92840c547ec6c15e84301717763249ce40",
          "commitment_y": "0xb3f61c729cf53a4454d25a07a14263c424b9a017279bab08518daa378c0c8848",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9d4c031ac545317f002f951d935ac2b332f2dcad950a0a98da01d89311704006",
          "commitment_y": "0x10814c327f8c16234d4c7bbad3aec9b516cb52a970ae06a37af395fddfddd373",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6c3fa9b4a1510e9ab66d0f2bc314656dfbccbcf47b4cc728409ba856e46c2ad3",
          "commitment_y": "0x2205e47292db9296c6b05805a5ba2dd5dc14688404c7d2b1a7686cea82941224",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb084e6e9ca38122cc6c94bc24279482b612967ac6f34864700e6a5ecf86287d6",
          "commitment_y": "0x81c3a0606959325da59137c135cf536df16159fdc196ac139fc61f1d89c6ec08",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xc18fc1b7782acd344a93aaa4f2dba431baf80f63ecfd29cc2cad53daca4f4a27",
          "commitment_y": "0x990e7b5b481415f1481ac4b10a56108a627b81246f3b744b10bea7a4a85cada5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x910a3c240f71609ba3fe02aa7200e58e46b529bbc40bdd91519395c04fbdad85",
          "commitment_y": "0xf5babc27656143a0afeecffbfed1b64d650d237f5236519e15d875d5d952ea59",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb08b7d145af04b8e3e7a61d3fa27b2cd627926ca1410a161357b79e40e12f33c",
          "commitment_y": "0x49741e462283e86a657fddedc081e5741abf77d9d19b6ddb9521afaa68670215",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4c53f917b9e5a11ae22f62103979d30b56a051084e2f1808613c386d8e01ca52",
          "commitment_y": "0xd576cc843fd0ee61075e8abd4d60b6b36503df3854ba8be59fdb7c676b01dd80",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7e7b87deb655b13aab8404e331a8774f0aea60872754eed345db820f044867f8",
          "commitment_y": "0xff0b061a9415d9fd58f6e6793dd619321f12903f0ae748b43e36952329c9af09",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x57b21dba820d424d57ef67d57c10b019f23075002c33eb246f0e102b522b51a5",
          "commitment_y": "0x17af2c6b981838680cc985c9c8c2ef7113dbd7f710985474408c14bccb8011ec",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xec6c7424a0620f3c9c062c333697b87c65342a238099df166066e0ea0d15b42b",
          "commitment_y": "0xeb27d8bcd8dfd3fe21e64f7981eb6b8d30d710606c2df2a92a0c7512de4b2ac5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x45fde473218ce2129e5cf1335f8ddf0c2e1b6fd77b5c6baa4bda32bf7799d3a0",
          "commitment_y": "0x11d2a6afb6793bc863f4440ec8d748afe42d3fb3d3f7fd294bae9fe6456331cd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x354674e4193b2a55d8b0c1d9c403156cc9deab390fb60d0f89ec61b76fb0f9bf",
          "commitment_y": "0xc5d9c23afa7bedd72da55601fe405904fdf121451c43bc96ebf7941a8f55d48d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe15a0d7497fbe2796f94c91ec0eecf1b64186196d837eaf97c0e5e1a2137a08",
          "commitment_y": "0x1c354ec7c7c0d74738c648d31d863e9aeeb0431e3f1302a0ea259505a2d0c5b9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 19,
      "present_count": 1,
      "highest_severity": "CRITICAL",
      "merkle_root": "7dbaecee537984e4605e3d2a7e2a1001df45a4f7d967b232c1495550bbfd3ed8",
      "temporal_anchor": {
        "anchor_hash": "703565eeb2bdc6baa88808026dc5fbc28182fe8edd8cd315ed73d05d1247e368",
        "chain_height": 531321,
        "epoch": 1791414171,
        "previous_anchor": "4798f0cd6f6ce406be83181f37247cac0f202eb72a7051603f89501b3c6f6886"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 19,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:12.416767+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-c951099406c473b5821302e4",
      "version": "1.0.0",
      "model_id": "internlm/Intern-S1-Pro-BF16",
      "observation_timestamp": "2026-10-07T23:02:49.727374+00:00",
      "observation_epoch": 1791414169,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9ff72b41f28a9a6ea291c1740246332553f2b790116828a0b8bd9352fcdd9c6a",
          "commitment_y": "0x77076436648e0c36df93bc5477fde0f9d15f6669e9fba8efbdbf038a87d814d2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x393aab6a7f85d662f1fbe50489c418a35956b96500a21015f5030421bb9f200e",
          "commitment_y": "0xe5b61f0b6c524bfde3b48594f27f7124f7ab54b7d4b1f2136b849f729b2e29dd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdad42c37c7cf68051473b16f8865eeba1ba4580ef81b25d004a93beea73169a2",
          "commitment_y": "0x5500d7c71702f0d8f7219f04870a5650eeb7ec7eeced40937d2b1ca64740374d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe11b03d9644518ecd7069a9f7af7786f7d3995d624ea3b4f1c3dc4743f484ccf",
          "commitment_y": "0xf0ba9716eb910e169c0c8ba7494fa9d597c7bd7329ec4ba50bc8582718f4237a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6165586de50292640e3b47a58e575de72f300c82d0aa9de9faa6a8b7a7a0ec08",
          "commitment_y": "0x63a7bff46afa0dc813571d47d158462778c6b951b1554d08e95db83beff87942",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe4b14872db6ee7c3ea7a581c941c96ceee0d188753dafc39d8e1d92e9a5f9a01",
          "commitment_y": "0x83258aca5991a2dd0adff7b0dfcba1d5753146f3eb5e9ada21b6ae65bee2ccd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x9e39d87ea8b9bcc96e739727ca4b02af61f3a0f338553bd73de48bc03362efec",
          "commitment_y": "0x8827b596924d27f1e89b2fcd82f5a8106333c9badd40ef688063baed796c238",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9f931a9bcdd82a5c04574b4d831a0d6fca9d96ba0297068ea2b801c015ddb2f7",
          "commitment_y": "0x5820e542f41d91c8f7e69930f927a8a73cc519d9f186ff2a3c605ec13eb253ff",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3cacd3fa474d233065e45509379abc102e0fc70801dccc16e7de49853e1a3373",
          "commitment_y": "0x16f5647a96841a340b212875463c408cb1ee27390a77d4a3437ade5e21d904d5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcbf371de1d18cbb158991d9655acd3748198b4f3ada3304a6dd50a86ccc245cb",
          "commitment_y": "0xfad3508d93a670c528091e77cdac6d83ad1bd41f9065df6e8ea3d623080a4ddd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x1407ed2f3a4ce0e003a0126beb24f35e39e472a0eeeccb29b6a8b953db790edc",
          "commitment_y": "0x3f0530cfaaf1ecc656f0f9a1d1d6a8445d7867e05fe3fb9d5c28db1d54c6c530",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3c5e37b63abddfc38b8b6bec4dabc9233f0fab447f212e847b5d30525b4f7c33",
          "commitment_y": "0x8844e66fbed1b0bcd4a2466ea698950632b7c4e4393cddc76c3dc0c4c9d38c8e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xece0f5af2cab525f2f47efadfaf304ebe30c7dd0a4651b7d698e645353ccbc29",
          "commitment_y": "0xe8798a06ea19332508c98d9abd91d259c8e1f75a82c0af65eec462dd679b8de",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb5b36812ef0e47d855df6311dd2bd432790a680e9cd77ba5f89380f9197bca06",
          "commitment_y": "0xf22e37d0d24776d4bcbdd878b5e77ac412cf168a55bf762a514ff0be9c9a6996",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb4edc7f506f651509749586f0cdb0734f9f8ca29447325cd4c764f0c240e4c79",
          "commitment_y": "0x5890ffd37eabe6a7a64355cc87a9c37c6111a9610513fb01078c5878d2b0f1b1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x637111b3f49cc42bae17161b03750089625aa202b0e19849e73f1047e3e895d9",
          "commitment_y": "0xdeefe85c46d6d9befef5519007406fa19656d8d3832f353b8c254bd473d5582b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8437ef2773690d7a2ede2f3797b79c0d220acf5c681854f661d7862187a4bdeb",
          "commitment_y": "0x8713885746988ad466a8d8e0c956a8315f1483e384308776c1d5c740895bcf8c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdef4666790ef77144131fb4b503263294ecd9e0391590b29c56a66a69ac1b932",
          "commitment_y": "0x2f1db398cfbb3ae8b73bd8ae26d782576f706b20442b835dddd23c4bf869b13a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6ca2d4cade091b56df2ba345c6eabe7f3335d816a1bfabfff1979fd35067aa4",
          "commitment_y": "0x1393b41af694ac97264e5b94f029439ae734d51f5d4e20505ff13b14498173ae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xabe6b4f09233757f182425f598325353f00904246a396a27100d7c8fc4648d04",
          "commitment_y": "0xc452ae6b5d52208d056284aa1b1449bb0dc6161e8c84807f5026b4c4dc759c28",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "542a541d72c46cee8833483a69cbf1b86292594315f8d6285a14d848fd87041c",
      "temporal_anchor": {
        "anchor_hash": "4798f0cd6f6ce406be83181f37247cac0f202eb72a7051603f89501b3c6f6886",
        "chain_height": 531320,
        "epoch": 1791414169,
        "previous_anchor": "6a60e935ee43951e18fba2f12ac9ce501da35bc11db48d4c717aee7e99b16d6c"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.114886+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-f3f00d1da08c2b2c8300805e",
      "version": "1.0.0",
      "model_id": "internlm/Intern-S1-Pro",
      "observation_timestamp": "2026-10-07T23:02:48.114650+00:00",
      "observation_epoch": 1791414168,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x835fd61f4eb8eab138d88f45b1b209e124af0a3395b81425f49898fc8e6ebf5a",
          "commitment_y": "0xa32417fc8171451a8bfb7a1ccd48c816296c42f250eb6b36a4d9db8632373afb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7eb3046a7136545389aa19d8fdcef584cc2a252d7a7c01c5513fc4bf3727ab03",
          "commitment_y": "0x7c5c3a995e19ac7a7c1366525b32f0ee040d0503513a1b536a4452c6023ce33e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x27a712fbd6193e0766f793c54ff7ff4b0c00cb949360ebcd83a7ef3afd902574",
          "commitment_y": "0xf1354dfad2a220e854f780119b643fcab5690de3c93fe6fd202f93d7da4b5806",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x140384aaf8e2fd3e682b9f8c425e800278407342a246118899f8a5a0c022a1b9",
          "commitment_y": "0x614cf2172b5a79bba2c5c1c45dd2b413cb911eec3a522666e766a50aedd2438f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb3e1383a82cf4c744dddca7ca3f27ba82a2a35b364a1e250bd376dfe07dc80d0",
          "commitment_y": "0xc0598a8907434be5b6c33c431bb13268e16b6df6529103248e1f79a4e284e2c1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x176fb1f981249130b07172f4c876d6792988ff3757a7f6d3264d079ad97e1e9a",
          "commitment_y": "0x9d93faf2b4f4da4bdd7e948665aeafb009bd73b123da0d90c683338aabf7334f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xea0ce8130fe9ea11fd49cd824f555ecf362ab1d6861c9f1ca7c57ce6dea18af6",
          "commitment_y": "0xf98f0571ea1106a9e7834f3514778d58255924a4bdc062d024a107b91efcb2e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6e9b89f6539744b8b31b8fae9857cfdf52b6084dcb399be3081f09bc7c0801a9",
          "commitment_y": "0x468b64b9d3f474fd97e17aed5f337ec6e6b7aca0f914d6e847044bc65e56f6b3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x99d354245b1c54a1343a5acdbf7d723f96c335602108f899d0325c87eb4aaf59",
          "commitment_y": "0xecc8d3fc3bd85d3f910d48ebf01927e16fc7e46773b38d491ed92fb99f2e45f7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x815e364b381e49c3bf248a41c548fd7b5335df72adb86ec17308620d46f51aaf",
          "commitment_y": "0xfc252687c4a4d04525b58f878dcd1e2c689c8b8a79017f50a4359fdf2d282c22",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x2873e943dd73a08bf52b26750786a6c55b00112eeaf6ea22a97651849d9ce8ff",
          "commitment_y": "0x8117b9dccacf4dfabd0cc1a5f99f82e3e20bcddb13c2229ee513cdaa8c3698da",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc7d9a5bf28381a3ee583a6a7e4cbe81e36052f9128a10500938a04e02cec05d7",
          "commitment_y": "0xda82c0c2a23facf2bc3b1fe47c326a8aa334c181fe1a3235ec28d5c057aba562",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2ec161453841169ce230ad4de65946685b1d4564755c2e8de978c32887795cbd",
          "commitment_y": "0xdaa6201f9451cee95d3e697b64397ef89fa69ed5b6886bf32f494d4c8d89e29f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe71ea6a57c98095dcf83fe19e0fb088703a5132140cfc35b8d7aadeb2f8660d4",
          "commitment_y": "0x93cd459c84ec48c7cec3bfa065b6181e3e7a4b99f9b2886feb567689308ebebf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4b2346368ad66dfacff960d46679ce81f9dda3f5f87fffb3cf91c57de07345d2",
          "commitment_y": "0x18703ec808106c9823c2fe86ce534251a63747c6af3bca2aabdab01260cd0996",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x43cafd8c8a753f635b2ea7c13329184730565b277e12bed5f9773c477b08333d",
          "commitment_y": "0x6af049bea3a569a646b627c06f031af4493a60df594df87d55c67c30042251e9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbad6ced05368b20941b5b927d93a461f0a2bf082ec66058fcd683a3fd16dfd11",
          "commitment_y": "0x16cc6c3fd1344c6f0984a58442bbcf895bbdfbc907b8fe94780434d4c574cc8b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x460c3e37cdb1b183801b52095791bbb39bd5d9b9d22ddf1a8cb3a0b4ad8b66de",
          "commitment_y": "0x4a47bad2d0bc090048fbda8c1096102902a0ca1ee9ced4df8942cc83e702cf9c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x41b3520c551084c6d738023da2f966e6500a980307bc79cde84276096c22bb3f",
          "commitment_y": "0xeafe237a09d5f43b3ce63a9fc8549a4c0c92964d3394fd20c68e524d1d900628",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb4353976c0bede296432008268524df1d7088bedb5a222813f145b5cc78db937",
          "commitment_y": "0x7bc47e2e9f2dea9a0bd7cdc3160de79f1d2188764ad421f51d8f7f9a758cfb2f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "e7105d3257fea80ba8aa4790d3106420ca033baf815ece3ee8e5cadc0e5d233b",
      "temporal_anchor": {
        "anchor_hash": "6a60e935ee43951e18fba2f12ac9ce501da35bc11db48d4c717aee7e99b16d6c",
        "chain_height": 531319,
        "epoch": 1791414168,
        "previous_anchor": "816c678aef19104227238d3f22aea729416ac4f9ae3f019ca3e44fb6819926f1"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.113367+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-443df25a41e83e883ca6236b",
      "version": "1.0.0",
      "model_id": "openbmb/Eurux-8x22b-nca",
      "observation_timestamp": "2026-10-07T23:02:46.535102+00:00",
      "observation_epoch": 1791414166,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8eee7fd1aeccd6d01fe3bc38ad2954e4c934eab17dd6f68795b20e8f5fccd85c",
          "commitment_y": "0xfc75b6ffc5bb61ecf2cb897b31f68d62de2636dc6dd286449d88ccd39a6159f4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb25de6daeac5b2fd4a7055608fc5e69b2383e5538b12512219bfd2e885b3e90e",
          "commitment_y": "0xce384f25203b583a6e5bd09d8744e72e904359231f53502b9e7a17f15aac95ce",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x35318645eeb0ff1e92b50bf098373e91e48d092bb158c0aab3e8a20230e486d8",
          "commitment_y": "0x5447b4ec572c2f8f608901aaa0dd295e9ad816981f08a5addced1dafc30175a8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1a97f97b9bbf441d48ed76ae22c3a46a28829ee4b65a3a43296c2406b21ef326",
          "commitment_y": "0xb02a749af003ce0ea93eedee33f81ac6c37d944155de50f683e13d34c5001674",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa62dedf6b163ea3fa55a9a4ccb685ac5a93133c89fd98b3a6e66298c74b229fb",
          "commitment_y": "0x88d1ba04fa13f7848940a035ff70f6ef365f4f192a7f028e298ee4decea3311b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x7eee3456bd5d638a40f703689c8e539a93bc397be7a274c96e1e7c838a25c2b0",
          "commitment_y": "0x22f86a5ec7ced28a4a2e72ebdb05600361cae4472a513c36b5aa0c2fe734b4a0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x41d736d3bbe49f47783e9b6fa5d51f9f617d09e94c8468c46bea0c861235a3f",
          "commitment_y": "0x80d0e2f69eaa1f1645225a6d1a8f3ff8ed9b5619fc6eee200f728f309e3f3c3a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9cf0780a7059cccf0406764d7b1837b60482d872d7d5c182760485f1fcc92ed",
          "commitment_y": "0xbfc67beb6c5a6a8849cf93019e4d1c015263536e2d435e02f38fc6ce5b523649",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xb2725fd491747c9715731e0ec9ad891112be9061f215811886494150a1e4038",
          "commitment_y": "0x7e26084a9e51b412460aed83aa5230002287425c3e2f233f6a7c9230f0065d42",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfec8e25345cb25d2661ffe43a71440abbf29595b00e484ef2fc1e5de490e7a91",
          "commitment_y": "0x8c623d0467591448752df3e968d22fae79b6a5dfb4afb9fffba20e9f09d5c0e6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xf998a7da96ffb9046879437d8fb7e07c789b56645c6352a44a592a2c85c879b5",
          "commitment_y": "0x20f01c954bc9dc14da35ea6ab7e7ce29219cec6493d1df2e264c5201132901f2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb7d39c076ef631fdfdd8d30f33ff064bb9f1c6be104919b83c9d0957041da809",
          "commitment_y": "0xba374988584f8da407d5ced2af411b16cfc04710c76e58738a9d110b8be9fd2d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x50237958139674b89d3f0435f9a83167e0214278d2c759836d713c57fcada772",
          "commitment_y": "0xf57d16008698d2750ee20f0c2192aa10701e7801a96fa3c994d083ec4dcb4633",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x620f6bf3c1d6231514d8a5db01914a5eac1205453be724569f6e3a6b3d6fc3da",
          "commitment_y": "0xe1d75e6af2f971f0c5105264849bbf8c6357cf77a6931b1aaee6a346684ff61f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x64c4e370c47a5a2d8d736976f1bfae64fc37f2b89686fe37b4084fce2f14e023",
          "commitment_y": "0x6d28a590346b2e699e149844ce88d532c7225e1a6b55431a9dee3faafb25c837",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x2a51cc5e9e50383d33f89cd914c249710e0dbd016d86fc34cbf80ef2d31782d8",
          "commitment_y": "0xd73b6388a8922c6274123491b0aa0dfc6780581961fe463a39de915cce7af4d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa01a0267538870338759fdbad1ab2b485e1e6df74504290d042169a40d6d76bd",
          "commitment_y": "0xc2a68c580e77203dd0024e59f182d28aa04c7e21fb4d17edded7037591047395",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x725ecc208a73cdf4de1049144d24e6329804f5c6331562b8873813592e75ff62",
          "commitment_y": "0x35be4be87474847672de991de4df3def563e2951142db80966e8151fbf5dc6d1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd30758266520c34009a2444b07f094fa990d3a5be05eaa8a8bb1590e3c9cc259",
          "commitment_y": "0x80b49ad03bc1b036c6ba83b9f14c63869bbfd9b7654ba11d6cc125bd601e9de4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x67c1ce9088e0cc8a4dfb8d4c11058c210762a33cf6218adb18b85aff25a0750d",
          "commitment_y": "0x4e07edb095270c793c87497ea994c207be7b3cb8df3650d0c2e1b22559ed99c7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "ebdbabc85c104747d42cc8f758214c2b0bd1f1b26f55c724f8d2d4596a0218f9",
      "temporal_anchor": {
        "anchor_hash": "816c678aef19104227238d3f22aea729416ac4f9ae3f019ca3e44fb6819926f1",
        "chain_height": 531318,
        "epoch": 1791414166,
        "previous_anchor": "605e048aebb4303ae060e5a135a315df8bea762068152d9892dc7cfd87a34aa2"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.355953+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-2f7adf702822b168a3dbbf61",
      "version": "1.0.0",
      "model_id": "znSkuby/modelbrodofkim",
      "observation_timestamp": "2026-10-07T23:02:44.978826+00:00",
      "observation_epoch": 1791414164,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x86d1f314b65b3a077c05b6f17bdf9bdbabb9c7fad003a717fd01809c1973ab3c",
          "commitment_y": "0x56600eb5636457d671397b7cb19a1ef1bea4c66f5b1c00af9e9f57231067e76",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x29c4ad1c57ffdba3642c91ab5706c5c412b33e04004eec1ae65dd1b050ca434a",
          "commitment_y": "0x45a7ffa5aa3933e8bcb820dd1d59e540d2f18294e08f6263e46d92e448fef470",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb4ffd0bb2209b24562580f1fa25150ed226a600e8a558ed603216b0bfcfaff1a",
          "commitment_y": "0xfbb80ec557116f9e9af5cc7e130c5a4420eab65215f8493b0dcec7ba29a60bdf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd0472066c62b0ddd53889effe914456cdb25f099c461573a22038ef976acbb9b",
          "commitment_y": "0x378afcdbd621fcf677ab9c0176f901cad9f27d9a7224cc1be50efddea916d9f6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x86f8de815d4810e4aef8a51516bb8cc8d1e352965d7dffd291d662617d339e66",
          "commitment_y": "0x94c907e64e0dee09bdcbb940d118484d15d9b3a18ecd9738d763b03dd053fa43",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x122dbfbaea71ab2bf233c774686c0839bab4ddc6cea7e45ed5307282ac543865",
          "commitment_y": "0xf98dacf7b0f1d405a8a371aaaaee7b83a3ddb9e24680cbd49e9ee587c292af54",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xb3e7d1aef4c27fd06118c5c0e56127910a9f94396d2e96a198be36a93bc8215f",
          "commitment_y": "0xe26e50fad7763f0b8d728d04e085b01cc5e7eb22c2a5c691bd6b4357d20fbdf6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf46ed048c4ad6cc5ecd30b9bc34268ffe1fcc002b1764a4b9371e37adbcc3dda",
          "commitment_y": "0xaa554d1712b78513b7edc08c268eccd05bea43999444018ee64200302a44c188",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6a80c69f64a7f3ab383e23199914905dcd3d7474b82c065d378fbfcc23e21ed7",
          "commitment_y": "0x691f4122bac16369db8dd6d1ca8c357be4abf35f2b9de4ae6c42f55313f43642",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x40669ec6b938d61fa05078d985df17b6118481f36eba041427533692bc8afdd2",
          "commitment_y": "0x1069a283de98f5c6b95f913c2e435ce95a5eb4b7dfb23a87c60a967c5f0369e8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x334a23a9a847b1b161d0eb2fe878514163f65ce453cc4a1935c33d8696209ac1",
          "commitment_y": "0x9a3318e7e8c8ae2f48ed94630d83bc76ea3e4368e5b88f6a29d20a4cb23559c1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8c3f19726bfc68bbc9982685c8e959101a5fec70bff12c14314fd0620698ac64",
          "commitment_y": "0xbe12138696f1d1799c1c96b6010cfab791c5b1f768024b837eccbdb712ffa17f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5f5c8d12067fb3d66c5faa480e8aa4773635b4b83377c716dab47872667d764a",
          "commitment_y": "0x6b871398a01ed896f8906e595c5ed6b1acfbd0023db76fa1c3fdb5bd82ce903e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xae352ad96e5d597b976daf68672b8c5281f412fb1a9f06dc4a2163c855d50281",
          "commitment_y": "0x24faac1502be73553f2c9d60095c9fc39ef82b4bdcd4a495c45877971a40e5de",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd32d8f4bd8cfac9fe55ec29bd72165137325f7824c9af48faf11d55e11183f2b",
          "commitment_y": "0x64751f802a279f3997e9b5edfed2f2e007aea59ff1e458c5e545caf5c8bececa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x69aebb32c616ee2d3c7bd9485adc44874e14c29250d980c62c563c076a11a2e9",
          "commitment_y": "0x75f0d48e7c5d3735151e36d6c9551c8a283b990ca84055f80b7eb2afef421a9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x24f630c5770d3270b7e0a39e7485dc7dd3a274f6af55505c4f9b1b8bb6d70b0e",
          "commitment_y": "0xf1ed081308100925ff979a72eedd00e6a54fe3fa94c67241b5f8f63a874e5bc4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x30fcff21382476f8896eb40bea7314216c3da502d042e68a87a61ee91ee140f9",
          "commitment_y": "0x82640b5df9ba3f32d9a346ee5d0766688583142d3bf52a123e1825e7b87200d2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe30e2aaf810dc3841613b565da51e5fc3f817213af996fb97cedbc50ad38ccd1",
          "commitment_y": "0x88b326db4c5efc7021aa4dff91d4703e97dbbc1d2f434ab1399d5eb0c4f74fd4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x60ea73388c89601f8a86ef4c0043b4e8217669bc248b0a3a071332580fdbe9bf",
          "commitment_y": "0x9a9a0ce124a54a04a69c74c1b8ca0d737f0cd3c3ab9491bf84a942d34fd0326b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 19,
      "present_count": 1,
      "highest_severity": "CRITICAL",
      "merkle_root": "77b173de2c0eec401b4c7c6d3242fb4574e9d83f8255856feb31f72e8ccdde5d",
      "temporal_anchor": {
        "anchor_hash": "605e048aebb4303ae060e5a135a315df8bea762068152d9892dc7cfd87a34aa2",
        "chain_height": 531317,
        "epoch": 1791414164,
        "previous_anchor": "43a6a5649e932e2187bf46f62ea24f4060d71669fab3029cdf61b3aebfa4039d"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 19,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:12.407959+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-be3cec846a06ac6d199c04c9",
      "version": "1.0.0",
      "model_id": "Helsinki-NLP/opus-mt-en-ca",
      "observation_timestamp": "2026-10-07T23:02:43.374203+00:00",
      "observation_epoch": 1791414163,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6ffe94b6d097c1acf931900b5bbf5a9404b31d8e3c323fc4e11cbb4d1dfb8e91",
          "commitment_y": "0x4acf98dc7aaf4edd6ed268104011b69304d60fddfdd6e4adfdbbb7480b63f64b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x24449b483cc8fd0bb559d35657a95fab2f96957e17db6e622cb185ee9ea17443",
          "commitment_y": "0x7216f5f824f3830958ab841e4219b471a2a9e4f9342b23e6191ed3903b2f830d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x438c44d421710f63004cd2ddb681edea3e4799b8a84a5cc4e80da18ed7fbd16b",
          "commitment_y": "0x10e22d38b2f86319c539abd0e50ba52c9a1ef715e17360d31e25ea0b2070266c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x62b4fcdf6b3ac0624d19db6fcaba5efaab71a6f1bf33b8012661861d2a0c851f",
          "commitment_y": "0xdb3249acd503a343e7edf44de752b3bf1203315c462aa572e39e52c2b5e3cc6d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfb5f43dad634b22a08cb28e1cb49b0b6f099e778ffbee2b074fc4be71940abdf",
          "commitment_y": "0xa6c684d0531a9a40a5335ce0a389d93331457e83490291827b6d890b2220eff6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x744d98dde22ce8c2d6484a05675cd5e4f3ffff359cf331e0a54cbe74ddf1420c",
          "commitment_y": "0xfcb7f4ae2e82b46d21fdee778a2bb3a1a1a5b86aa7fe04aa0dad1d2f296630b3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x5faaa6be4c31db4b1ed5418964d81ce5ee7eebaf44e81688e9959ff8542dc4d6",
          "commitment_y": "0xa4600c683aad518ab276673ce596234ee5dfb13a7494cee1510a3abd738a0f2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd231d63312b925ffe0ce6982c398145d4a354a3868519175ef07b9743772715c",
          "commitment_y": "0x6fc8010ebe47a98f09f82f4ead57d93f77034096263d028e52ee82ed4504af1a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9bba10b2e1cb812292e5d722790aef0e88ab68a157fda41813403879b1b9bc24",
          "commitment_y": "0xdab41c28360eefc23757f5dd5c178116130a0a705d5b32e0c86656d17e205ec5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4c42dcef1c05f6420090e5099b155e7626fe50df8c90d4365410ad58dec303a0",
          "commitment_y": "0x3317a7f3893ac2abfe52a8e6d3fe0a691a9c303d2cff5c8f7ded68da55bb6156",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xb2c943537bbd1985f108a33404fca5cf36006488efd6d3eef581e7ad53e83b84",
          "commitment_y": "0xf6910f3214f524f0b5b3363c26d3fa7fc558b2f0376b89dc924eef3337e0c44a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xad16713e13c52b1d7748dea7e9df99cb0647c3b1847e4c0125f937e2e36b98ed",
          "commitment_y": "0x8fdf3b2638c8c399bb0630ce6ab14ad47f501f468c93f5ddc1c2b7b6afb2337e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd6ad105d6d54e0ce1f5029b4486e5a2720764ee5bb8cdf16ec99fcadaca4623c",
          "commitment_y": "0xe54a7541d86c5277341faff6b12f91be75303b8c401094335dbd65c7baea5cf2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4ee91fc2bdf77f806716d1212eb0c8ae0fdffaa551cb58b79d7771bbd5d82e07",
          "commitment_y": "0x8aa257b5d4c393b8d26ef8513f1d8793b39d8fe0bdc6798161d201956b89110c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1bf01155356ee8e14809a09638c588b8bbacb775c157d02ab8371f3554e185a1",
          "commitment_y": "0x2389551853d6ab60dff35643b52ce57ef8ffae4731709084716ebb8f3e02a1b8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x20839bc603a093ac4b3d37781d7881f14046d20918b25cc854755a203c60d181",
          "commitment_y": "0xf936405d2166f6abb1fc6821c64b5a55b34aad57719f64f676b4668c88ea40fb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x70e136197d3c46f35a2f89ac5e0b470cd958ef1d66b5abe759506b8293291e50",
          "commitment_y": "0x6354a8c4c81d1e6f85d3b3239b6eb43a10fc23ee7dc5d6c81c5b08ee8b000aec",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe5f5b213747fcf2a9eaa6091213581caf91de8f39e764d397e49c46ecb71c6ea",
          "commitment_y": "0x9c5a5bd28241291dd42443daf214ad282266433a725c60bc90f73cbaedaff0be",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3bf764afba362294ded1626875b64524a6bffc72a424e65bcdecff989be26e5b",
          "commitment_y": "0x4df24303fc7751e763f3daa56227ead6d4829db14c37e8c6821f0933b36a016d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4e83645c0e691ef99ca208e57e098de0c3de5cd5eb869789aeca5f106a020b37",
          "commitment_y": "0xb0175814d63096a11ecc90431ccb0b13493d74fc278f92ca4ce7cc06c0f08eae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "070a6be00290b6672c47e0f19f2c7af83ed4a17859ac52a1844bb6efe487e01b",
      "temporal_anchor": {
        "anchor_hash": "43a6a5649e932e2187bf46f62ea24f4060d71669fab3029cdf61b3aebfa4039d",
        "chain_height": 531316,
        "epoch": 1791414163,
        "previous_anchor": "793d476f4f34cbe2dd18a6ecbbd6e41451975a57c91b580c89b301a46241604c"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:02.617600+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-fc3c46876aa343e348cd786d",
      "version": "1.0.0",
      "model_id": "EleutherAI/pythia-410m-seed5",
      "observation_timestamp": "2026-10-07T23:02:41.767907+00:00",
      "observation_epoch": 1791414161,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb3e145a12403b5b2975a8dc69d377f3f34f63b0b4a6145b9d7d9a54c6ad8f39c",
          "commitment_y": "0x8e971fa671e0685e1ead20b2542ee4c6eb425b9824b83a6889f5c66e3a6ffa57",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfd16acb3be032de54e83e3dbcc9e6f5d166060a5c143392fd2dc8f7bf0df845a",
          "commitment_y": "0x136dcfa82100809ce259490d8136e14df36e6dc45c4c59631fac7b99c8a8e55b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x6f5698a5d1b7e36207ec3203c5d21ae2a855803400ece260b21189d0f3385bd7",
          "commitment_y": "0xaaa3820253d223acb5051f02d6f5cae44127ee296f9ef7aa8484e92b93f7587d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8058220f8bea5386350781d36b06d56d4d863c69f0c43e00ed214bb885cb7312",
          "commitment_y": "0xad03ab0c8f38e26ecb69128fe99df6abf8f74dfde2c080c797d91f984f3b95e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x416f6438debf48df86a1931d6f6c5adc5d2afeaf8f38deb7e256a89ff650b486",
          "commitment_y": "0x6fb21a990d4e4d984f9cc0bc51ebbf1350eeed6121ce7b9bc605276911e4b276",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe6e3df6fc3bcd41131810764576c1e9fc10b8b8cad1808d5a0a92b88b6802b6a",
          "commitment_y": "0xce3d3179e9d5cd4c2056caf4dbe68849b1d43881fdaa651c8cda30eda56afcd3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xdf7041a36872f6db9b084ea45b51cef0a459caf14e1f076ba81adf64c39c0f09",
          "commitment_y": "0x19f3e93b714337ee0afb8ebc9297ec148534e7b77fb740d57cfda87523055948",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb1ca1b6c25a7b0a18c5a10e451d5325c168884ae46a557012574d84355651d0a",
          "commitment_y": "0x7707ba449b0217d5f9bd43068e97da347c042620c75cfa1ab6775465faf4fd3e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x54bac7f8d1387bdc11f6827f5b451f44f987d0f6fb6d3aa3ddd36044d40ee53c",
          "commitment_y": "0x5f3595fdecde41b54df77c82d1b4f40be28512a3853d03e1304f0f6c3dfdd490",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc02440e88e225aca81b0ff2e391f11e9e6198da51add47eb971730ecca92d7de",
          "commitment_y": "0xba49a724d40cfb638bdab240199d767a3e46766a645f1800690612ef6663c41a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xd2611eb09023c5b95576590aac136fb738732cb8ef2ba08e46b580e604b9f26",
          "commitment_y": "0x3a1d8f69a08a3f3b79354c0e8db2431d782f4a82821ee7dad469abd913caea58",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc69b6e3e7f40bbf79341ca67512c79c51e610057b78583bc9df9f22f062189ad",
          "commitment_y": "0xc809d13ef149f869cb935c2292363937c70c6c1ef87a9620adaf5ade987d5cf1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb00bcb2af691edfc0c74beb349830803eabaafc09394f788735c8ed46941a78e",
          "commitment_y": "0xa0e1b3017ba3391e4cd816214f560715be729cc513bed26c09b57ebbb2102c7e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x36f345894de736a2cf5cd60fb805d1c8cfaf97d04c8921fc75b3b5941c585578",
          "commitment_y": "0xcc70c3ce34afe1d29cb979ca0b685a6d1ae394bbba315637d549d24a7acffec0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xd28b26aaa4123d0abf5572b7483940a97c94813b625b382c4381bcddc69c4928",
          "commitment_y": "0xc1cc7d4960c50ec2429781f11250bad11064f97baf0befef5c059ea37927382f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xa3cfa794cd26e5b492309df65d1823ac97e0de7ebec1d8f6619d734e30b14d7a",
          "commitment_y": "0xe973bb6ab57da02c3ec1288e9c42bd3f9a634e1b4375d18f30f66229086e9ca0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcc4b1b29b31103d1c91554c59c5108042681f87ddb508f2e934c5c3f3a779600",
          "commitment_y": "0x2a048a2ab63435d5c7d600f388cb3a20ca3777025bade1dd1e24da39a8070c2c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xde2be8c91ef4be797b3c4fe9f30f00b71a908aa7c1506d8eefcf7e147ed7dfb4",
          "commitment_y": "0x10263d9f72d69b5da1357792e009fa26592e0669975c152d074b6c7bba14ed51",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xbe53f414d41e9d1e91a17c75691a11e480f3e21d3350b8f4875a1d9e1cffd05a",
          "commitment_y": "0xaec2bbbdcd9c267a5970d6018bd967d64b8924afb81028d3c8e8bc5bfd3e550",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xeb426a27ce64eb6f9cf42c7299011b9e1116eeb86935352a51fdf7317aa4dd43",
          "commitment_y": "0x22aa48cfbe7eea11f0dee45d33d7bb9a56e109ca3cbc45db9a0f506e07532718",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 13,
      "present_count": 7,
      "highest_severity": "CRITICAL",
      "merkle_root": "61181c31e3db1cf3c3ecd3f9096d57d26b4658ff7628a2f167e5508a63a96d64",
      "temporal_anchor": {
        "anchor_hash": "793d476f4f34cbe2dd18a6ecbbd6e41451975a57c91b580c89b301a46241604c",
        "chain_height": 531315,
        "epoch": 1791414161,
        "previous_anchor": "a0c62b1921eddf3e30b0298950f902cf89bdcb6fbc3a67f4a922ace335a16134"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 13,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:02.274613+00:00"
      },
      "sonar": {
        "provenance_hash": "eb58f0701f799b4a53cdd5bebc67169a3fd511b7be212d4f03abde9a3d617229",
        "provenance_score": 0.7,
        "base_model": null,
        "license": "apache-2.0",
        "training_section_present": true,
        "declared_datasets": [
          "EleutherAI/pile-preshuffled-seeds",
          "EleutherAI/pile"
        ],
        "top_dataset_signals": [
          "EleutherAI/pile-preshuffled-seeds"
        ],
        "scanned_at": "2026-10-07T02:25:29.125306Z"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-e416ddae0c1921ca6711fd67",
      "version": "1.0.0",
      "model_id": "MahmoudAshraf/mms-300m-1130-forced-aligner",
      "observation_timestamp": "2026-10-07T23:02:40.196071+00:00",
      "observation_epoch": 1791414160,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x33e8fe81d22b319b138106da32b740416736866d53762deca0def383fabc22d8",
          "commitment_y": "0x3dc77fb0c239e39d86934b93cd9a0c6f19dafd882198acb273d9aac3db632bc5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6a4df0cd72b2268e222c018aefd9f3b2def7f15b13970da63e128e0db4978f64",
          "commitment_y": "0x7daa75bba59eeee08578b63c8d382bba2a6221dce20dd1ee67d63a7dc4e68380",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe16286214d954e8804e746a4a9e4ea7228e83b29b5806916a5948f3223dd2d6a",
          "commitment_y": "0xf04313c0b249c08bbab2ddd9bf774951c238450ed2b79f34336337e9fa62249f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9417e7f55c3a2d9cad683227b732bc3dcc03b4361d449df59e7083f10de4a1a0",
          "commitment_y": "0xa685bccfb3c17e1bbfb6eb93702b896b7accecd390eeebf0be839f7e06ab0943",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf83fa6ed3a041a9c61c844cf212bf616d8c8f2b67241a45abb1f0f24469301b1",
          "commitment_y": "0x681edc68909e0412ad17982ddbcb093ae7461c9dea9f64e47a9cb95fe832f16",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4cb7b0325612ae1300e5d39b2950773068a31287583ca9b112aae9baf6fae0c7",
          "commitment_y": "0xa6deebf4877e1e426b001f198830bd4ac5b0ffbc38e9da9e22c23f7d61a0c606",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xe2659e7e99cc078ec15b6c3d283813f104c0596b371774fcc20d3e82acedd044",
          "commitment_y": "0x86a9a1a34b993dcebb961ab764ddc28fcd2a694962e0585aa81bc8319baf8dc8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x54570d1a303959d51da6af548d2cee8d10a9f884d4ffb4f8711584fe40146352",
          "commitment_y": "0xceb5d445cfd70ad245af7229672becb8b88415ea7055dd1de78cef61de4c850a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x4064381ed7aa5062756edbd1de66a5a1c75c0f4dc1cbe9a9f0fb27f91aa575",
          "commitment_y": "0x4fad4918f1d085f9c94155bdbb949c379c968aa0e1185243e2bfe4891f7bfba2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xba3d822f1c20b536fb11b43460c45d6c804d8df8343eb5038503b7aaa043ce3f",
          "commitment_y": "0x52041cbd5d5816a45d061c901c1ba9392335f6483eb101d43ddae0ea9cc24961",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x29da5d2a7fe85bb01fdd41355d288a78b3c7881be83ef77a06ba418f1752c993",
          "commitment_y": "0xeb3081e6dacb54e27309a9f8431d4595b7014a3902b816294adb6660064ec506",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc10ead52090843e9f6a7e0380cfb19afdad603a3b7a5593bc34f4b5ef6d29211",
          "commitment_y": "0x5afdb61d169374790e04d73512ebc9ae32ab2a7f745ba6c153f33c1e2ab92c42",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x263f1eb0b952e2cfb7e407441fea9a974e571b5a0367c5d427766b03b21d719f",
          "commitment_y": "0xd37a2d3cf5190d1e3d2e01353bedcbd793067bc1ec5dbe9831b60d116f2321b4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xebe5ba748822f8e34f994c214f3e02d557fad0ec73010b13d8b393df750f6ee7",
          "commitment_y": "0x96b6ee8ec5370fafaafa35d6acd9deb8947b4c538b81a9c6e661a8ef2b9f4936",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x15b53ba5aaebeb5f5b0f5b47978c6dec1f88ae531b22e8a1523c9118e67a48d3",
          "commitment_y": "0xf4813552ad4e7d5ad89f2da8fcb06a852560c9e5b724f94a617a98ffc2864024",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb89124b922f9bc87f440d18d0a774fe4c6ce603f9702a39ed5c408d11ba96797",
          "commitment_y": "0x4d9cd3316f8ab20527ed2b56ce1bb8f68ec8efaf45375a5665acd6adc7d4410e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf4e18948c229837f2ece3e7d11e1eeaf43947d7c9aaa47e34fab4d0bbea3375f",
          "commitment_y": "0x1001066ca6df5bb4a8c69c3002ae328c85aa37ac0ec930f3db7224ce8c8cc4b3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe1299b00be18c1c90b2cd4bf3f116c2ff2b34e97435c710508f90eb90cebf4",
          "commitment_y": "0x201d0e9cb0c602f63688021950810abe236c63b4cded7ec29a4c453d000f253e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe62d9ba44e669236adddb4e8292553d3160bf0e45434a747da98f051e6b4f1ba",
          "commitment_y": "0xddad7b4f0d822c29bc65cbe18a2bcf1ee89dc18208e04574e5b749a26f3af867",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x69db590246d290e1a16f6ff96c156f2c6d5532cc7e63726ca06fc1ca365619e6",
          "commitment_y": "0xc38e44b19181f56594386c1266453dbc0bfa3fbd5c5f7425eccb85d5ae75e9e0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "ebed41c8d6d39a48eb0317c3d689d74d841faeb89bae319ab1eda9c040b3dbe3",
      "temporal_anchor": {
        "anchor_hash": "a0c62b1921eddf3e30b0298950f902cf89bdcb6fbc3a67f4a922ace335a16134",
        "chain_height": 531314,
        "epoch": 1791414160,
        "previous_anchor": "86e5e467e964218e5557f8bd562261c27d6c972280c786e65d4dccb0d8a8e0c6"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:03.280429+00:00"
      },
      "sonar": {
        "provenance_hash": "2f5fbb194dd4491fbfa20e20533d41e7b2e9e20cec51255439f7ca2a53911976",
        "provenance_score": 0.1,
        "base_model": null,
        "license": "cc-by-nc-4.0",
        "training_section_present": false,
        "declared_datasets": [],
        "top_dataset_signals": [],
        "scanned_at": "2026-10-07T02:03:47.538637Z"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-b8191a96cddadc9cec1f10c5",
      "version": "1.0.0",
      "model_id": "MiniMaxAI/VTP-Base-f16d64",
      "observation_timestamp": "2026-10-07T23:02:38.681621+00:00",
      "observation_epoch": 1791414158,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xac8c010f17b132e919990b869ae2ee2e2daf8720bcd18a5d256c2f226986555a",
          "commitment_y": "0xadc6a6f49b52c09a93259f0e19ab2421e05b34db0be50cbf9cda99c0cf99b573",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5104b6b158019d914a72900cd8569fb00487b86727f8b07aa9ecdbac2e72ba26",
          "commitment_y": "0xed8a0716abf366b16a5a113241a89a505d2b30f02ee316e9921c6603c4a63c15",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7212821903651e87a579410827c3d32c8cb9cb8a9dbff646a4da397110470db1",
          "commitment_y": "0x8bc24091f501b57c79c1a22f2ecc420401f923775ba86d7079fb5de2f74def7b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8b47ea15bbe1eb65da6865833d4b86611bd58731ceda4ca2f63369eb8aeed447",
          "commitment_y": "0xec6c36c8fb59e3c243b205fba702df02a4653bbf8326be8b75d918e2d187eed8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x777d507de2fb901fc349d84692c6c61de07f8639fd7bb0eefde1294d40246b4c",
          "commitment_y": "0x63dfbb2b4bceb324f72e6c4c63ff8f3979b91e8296515b7ef58704eba638e263",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x70250cc74722ea61fb7020a568298a417b5a27d738874c433a0a19f4aa7dc42a",
          "commitment_y": "0x187e61ddb02a47647e6f8e7f8bcddc95a64ae463f968e676adb27c18ae9e27a4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x50075a8e4d714fc9c00bb744fd50c25e2e5a06437169740a9f3f80df4c834975",
          "commitment_y": "0x61986dd706f9eeffdd9b3fb1071fc204a3b38f906a1c76f04ef5722f29bd01c1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc794b4781a7e9458958529608a97339b2757d64e2997f14b41b8b8a198c47d1e",
          "commitment_y": "0x6fc73260534e6823061c7d5d8189042455fb075924bf350954f03e2be2f8ff27",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x10a6f98697cc33f4de260fad82a7add2ebb308978f1965a531334caf0aaef4cf",
          "commitment_y": "0x1f2ff38689a6ced4614af90fc864d4a10ddc79e9a898401a058828a7bee78b72",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd80ecf9b74edc2eb396a1733cf490078c9f76d6a65d810c69743f0a1250d63c8",
          "commitment_y": "0xd15b2c8eff2ea9e21eaaaf9595468166b2c46814ae7207df4cd6b8b288b5c5e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x4fc78519009580c50596b8a0cb36ee6d9510f6e0b1475aada6cd9bd55df1568e",
          "commitment_y": "0x950511a3a584c1669f8c474bf45ef6f1c4f61890338751f22c37795e44b9b719",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3696bd823efd37d660dd7ce8526d25c84f14fc1a234d034ddf1086f08a3a0b53",
          "commitment_y": "0xcff411c89e88e2e0e2d832ae0dc23ecc1d9ea8d40876bbb6f9bcb46ecd2c5883",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x523e231acd54e241921b495c597725371c5b2e971cef2cd2d36329171f133151",
          "commitment_y": "0xc3a20c37d639373425ec00e11b9991c0802c233b63905e82664cf7acfccc678b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa917a6e539c3928b277365ef3da1380d5b61145b9b8f8c64a91e7c2a6c24f10",
          "commitment_y": "0xdfbfafcccae089a0c19534bbad34a0d723521d1bcde51ecef18fea501bda8692",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6d2c0caa1f4a8faacbacdb8d4ecc748f777dda9d278bcb5ed8f27838eb44f5b1",
          "commitment_y": "0x6d0b9b10fdb2238dc2b4450459c8b8f13e1d33e425943883ab984c661f6b468b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x1193c25c53dd75cebece130a9b8dfbdfd8ef2c0f92596a0a60fb7ec8fea9b23c",
          "commitment_y": "0x3af9a97bdf2b088cb4385f8c1f139bffb11fa32df2d97bfccd4dcd1b845b859b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xeefb42109cd06f7a9118f6a2e06907549aeb7dd415bc3237decc4ad52c0077cd",
          "commitment_y": "0xd2fc339b2c967bd1ab82edb4a74d6d7757a6ecdbdfe512fb7bdccf275e1a4614",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf4a52ed04e006afa5a251e3592ce28312cdace0d96b52dfc3dbb51dd89262759",
          "commitment_y": "0x5e37450235a72d2548f97e36f65026f939e238cf273a88707e0d00706e40aab6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xaf5c7016652b88a4c5ff26f4b50220cb55e1c96ddfeaa70c641eca1c25b37f40",
          "commitment_y": "0x8b681d51cb73b3122745d7feefa72371b50267a0e001e902aea00910f78588c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x718fa0ad4f8cc7381a7ce775a7b8a97c857b8387ead79f2529754029d497cc2a",
          "commitment_y": "0x8d63f8d25ff6027803c1ef1ab7837f2a00b1e90f19bc2f5f70810e9389320123",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "b29b9df3392a7ae53a58e50cc5e20a31ba11c4a15b35edf56b5a531a7799567e",
      "temporal_anchor": {
        "anchor_hash": "86e5e467e964218e5557f8bd562261c27d6c972280c786e65d4dccb0d8a8e0c6",
        "chain_height": 531313,
        "epoch": 1791414158,
        "previous_anchor": "a23507632ff87d02efca2f6e30d08afb0b9a0d946c6c8eff3bb39f9f1e06b3d8"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:03.463242+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-ec3b34ccf053fde784efc134",
      "version": "1.0.0",
      "model_id": "jimutt/se-birds-classify-400-v1",
      "observation_timestamp": "2026-10-07T23:02:37.141571+00:00",
      "observation_epoch": 1791414157,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3451736f991a348fcd2c7b8b8b1023140d24848260e19062dc3cf93d4a1e4adc",
          "commitment_y": "0x55e825b5ccbe1464dc6097c6823f6d0b5136a853f4695f1e347d2fa15d5e8fde",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9e2ecab4c18e0e70f367d9c10db98830b80ed669b4f364204d1793fede1eaf73",
          "commitment_y": "0x87ecab4d18c4f29fd89cbbd846b8db56d58c59f1cc1dcc35223300a2c84ec5a0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x33ef7d5ee4dfb6f2ed1fc9e0e8b1fadafc62c487baa56be65912aa8fc95de9ff",
          "commitment_y": "0x593ce5257ab8266047ce65b16f51710a8bc1daec46a0091ae029995b3feeeeeb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa6f3de386aa24a3d127dbef4ff58bd2289431b989a69bfeea245fd31ac291ddb",
          "commitment_y": "0xe8671bf02891743588369396d7990748d55a1f722f9b5ac8130439c055016507",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc6b2881ec63cd694990c77f17d4039b86d08168d2487aa12bde15a7f05a35c14",
          "commitment_y": "0xfd21b36d3d82852c7d25a545c05d68aaa466e0e20fe78056af0798288bd0537d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6dd276356a58dd93fe2d209a084fe8a598907ca76293fd9e28195109f6dc673f",
          "commitment_y": "0x216da5095c5646a9e21d1637efef7575a6f66ec5b121eeb1cc9ff8b9f2902f6d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x945e06382b80990b1036d01c2c7ff9fab96c20c809d02f3cf55908ff54a0f864",
          "commitment_y": "0x2f2f9a90d1975c99f9e8eead165fb024c11174cc2368f74c6c7c62d25930b98c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1a487675ca76021bde18a615da8194e604b674a81a9c4a804d0008bf8c91e6b6",
          "commitment_y": "0x7c43c16d5a58439223c057375db860b1ec6626e2a890a4a6b56469217b0c930f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x23f55d358caf12c64c9cfb8456c3892cad64f8f597c5adfa6a8d5835841326ad",
          "commitment_y": "0x3c09678c24e99ad4543a4011d72c3af90dda31f3a67f38cf6b85a664a70a2fba",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd7b9044f6649976fac18f4d25db9ae9cfee3c5e0d992b62d375e564228dd90ca",
          "commitment_y": "0x752294afa1126d985c256cd45bf7347c7f84cd36b94bf14904feecd89279ead5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x209ad0fcdf985b03b350e2af48050d41a31b85c39b90d64e400be24871e6c67c",
          "commitment_y": "0xd6e76e1490a6d1a4b60fbf4e212c5aa9f9dd44c1ad86c5696d5d4e2bc0cf114e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x89c9d4ef4c7a46d34ca1bac3a8335175d68077c6cd097b163fd71834ec203353",
          "commitment_y": "0xe5a4bcf11aa1785eadfabf724760c5be48a411a9d38611a9018677926cbd646a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfc28bb48bad6d27d99e86c312b62328b0158fd5ff74978f096c7b8a03a6fdfa4",
          "commitment_y": "0x433fea00bd04b1064d9bbed40e6b7988dc193bb2c4e3d77460eb8d562e2020fe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x776daa179f6d1bd4c6d43b8a480efc79c9f51f480095240abcdc9687fdf6d4b8",
          "commitment_y": "0x97cca551e0ff888921945b6cf547f19e03604c9909b898dbd312a778a6238aa0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xed8e8f04650757dc8a778447920c6d6cf39620e7f8f32a16ac4abd4b9f5391f",
          "commitment_y": "0xddf5497117842251902cf0cd8197e03c0c3dfac19e75d9d8ab007eb3359be44d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xdcddf3d830e36027162c77afce6479613fa1b3792d10a8b38f2498ab0637a4d6",
          "commitment_y": "0xea04d00a9bfc3501016d316246949aa89a6b9133a6b8d882cddd57e290485bf9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd72ff2c75f156fe4b414f1ef3d90792264cfa5e14863a86cb2b2d92d3104018c",
          "commitment_y": "0x3cae76f4544ad45df25a519a7ca60c7b9a659d5b0ddf6979462e03f631198130",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x818e0b073cff32582f917ad130fc5e9e20ef174d07f7c7f6cda4ec7dd68c7a93",
          "commitment_y": "0x9d228162f6c55a76550068fd7c7c1388122595d81ebf8e5bae0eae4294d5fe23",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3053bbf2ede0c45c8174475cb24e5e6d83179f8e61ae5b11b465a81761dd713f",
          "commitment_y": "0x149156c48fb0953e140fcbbc046ff6868ecff8bb75475fcb68e7d5ac37abcbac",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe265b1ddae7f35264c8ab06ebc0a88755ad565a0c54f889d0069fcbbdda1f6e3",
          "commitment_y": "0x53bd4a4d926733b6785caa29389a1277bce6bcc662825530612cd14b16144c52",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "456b8fdd93ae443454e85c8ee10b057393222c2d46b58d1a209e9f10f3169954",
      "temporal_anchor": {
        "anchor_hash": "a23507632ff87d02efca2f6e30d08afb0b9a0d946c6c8eff3bb39f9f1e06b3d8",
        "chain_height": 531312,
        "epoch": 1791414157,
        "previous_anchor": "385abe28b2296e17e25fcb72f63476668960626d7422807a41332059211f06b4"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(c)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.326282+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-b4d9f67fd121e228563453c9",
      "version": "1.0.0",
      "model_id": "alefiury/wav2vec2-large-xlsr-53-gender-recognition-librispeech",
      "observation_timestamp": "2026-10-07T23:02:35.128282+00:00",
      "observation_epoch": 1791414155,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x72bbb7f10bc4a2925fb430628498b5d623f0847bd65c13a32af1a3abb7656934",
          "commitment_y": "0x8de67f64c1132522b5eaa85e6537f40a806f7ee214a1f223de4b7552a58d37c7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xacf1c48ddd07184446b9079f439bb18d6c5c062142b31c975ab220d3f8d538d5",
          "commitment_y": "0xe479b97004a2a10101325ba35eaef66ceb7103227ac9a1f02bf0f281c0ff0893",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8a83beafdc4580928b49b38cc34455ec6b4ea3dd263c8d085d94c611238ec835",
          "commitment_y": "0xbd1fdd19eba1ab112592d3f65a5c258c3c5d372806e99e79e7c912d115a4d386",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2823fba66470a6f7c711f72c815aadcddc046311376397911f56f8676cda8b76",
          "commitment_y": "0xc583a361b1b3fad191b070b65ec793d1db076184e33b2c8bdc1558b4d1a19147",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1b772ed6dd1ff2a0d6f4c3fd8c2d8276493264c97214eea219cdfd1691137963",
          "commitment_y": "0x57e8114510e041dc372e4477f1a76b2fcf70005c63e222d40e55fc55c5c7bd65",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xeaede2551070a3541d64f183895de6e2b1945335f6518d5da246fd778a8216e9",
          "commitment_y": "0x480a954617ec50c2f722b9688229c70599ab5f1a3aad254347d02784ad9c5672",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xa6238b1d3badd1053c77de40d7a675001e8596f8763cc8dec2c514aefc4bb4e6",
          "commitment_y": "0x715eeb03ac9453e12c0bccaa691e14e66fe74f64df0f4135eaa3ea2902eddd6e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc042a455c5decbd726bea2263bd5214094d9fb471ebf65567e04e0adcfe641f2",
          "commitment_y": "0xfc08e4408a5e8d36ff5ab940465a95aa7d22f2528ac2b2c5c37b5b2cd6a6e516",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x61a22f459f93cb154b7349874f6c6783fae95fa78a58b221da2cae6417f5429f",
          "commitment_y": "0xced57b503878f72b7fb4b4bac20e1afc2f6e2aa3af5e4921539c36ba1b19119b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb1ef8d26f7224bfe8fc5cc96cef4261828693ba6ecd24946f5e3f4bbe9d62a81",
          "commitment_y": "0x6d3cc40794fda48f003a8e47422893d858a633aa60a90372b1af049a3ac76c49",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xe99411efbaffcb3ee1d0a84260a27340fc2ffe23cfde9167b2d3abb6533232e0",
          "commitment_y": "0xf3eafb06afa7c0f505966f7c5cd4b2789deebf12dd9ca807e8b72c937f4b5afc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf585487db5115f6da3f3179df8809c048f2de9aa0ae843859361465be106295a",
          "commitment_y": "0x26a19a6f388be3132dccd9fb3131644df8e85ba65c395c0df2e768ceb4bc6a1c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfc3887eda9ad36abcc53a12a89e2a12608774d0d594b4e496bf8786530fb6479",
          "commitment_y": "0x50035d86002c99adb3cd4bf8de0153ed6d0198fced903231757cb4a1b25e2f40",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x3ab412bf0d073c4b35f1cf293f538e20440a8faf09c049a14c046324395114e6",
          "commitment_y": "0x37e31b46c13f9a9da9e665b9386d4eaf7e5041131c8e421e3849a740778bf77e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x719cab4c0cd88740ce3055c2723112939c76f350f7cb8132a019967876b8007d",
          "commitment_y": "0x3f712164ae41e1980f57b964cc504649056e4e28fe2555dcdfcb9fb8db8a336c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc49b84ca4f7867e5f778b49f1b264168b464170bd7dbcc5a917dc918d5d4fc79",
          "commitment_y": "0x7f31f177abad8def26e9d116247d41a922069d90e83cc3d2ea5c2dc08003a4d3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9a8c484e864d027199d63ec55446ee9a6a4aa32ab7a207de85a5a3528f378288",
          "commitment_y": "0x482180e03504302b44928d19f28781a2578c68c67a3d979e59e7b8c1a4cd46ae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xad2392d36f09b6486dc72e4e24fda5c3b6e3576374c7bf4807b52992faf7f054",
          "commitment_y": "0x6ba0a1585b933a5a141d1ef83e69db7e5d55685344cd9edefeb0e272507798ea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa615f5a13705001f24d63a0386f5ddfb56e0e82a49c9f7ff83ca7c2f7950812b",
          "commitment_y": "0x3577b50da84de1146201ec0bc7b1746ea3dcb7588c228d51795e44ac2fcb5aff",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4611392215edd1b783507456769d4491a1536fa9580b4c2bd03f3dbc06bfb4d0",
          "commitment_y": "0xa0d5642c1e36c2075fd1fd3726456617ce2c1fbe302c9317712c594c4453cfcf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "3e0e0425ae18d5967320e88b24117846b0247417fce7f983b9d0b79f8c9e42ec",
      "temporal_anchor": {
        "anchor_hash": "385abe28b2296e17e25fcb72f63476668960626d7422807a41332059211f06b4",
        "chain_height": 531311,
        "epoch": 1791414155,
        "previous_anchor": "126041a9d9435377a7a20621e543ceb50ed3855199c28759a5b5d903940dc980"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.400799+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-97686579e327509213e38d09",
      "version": "1.0.0",
      "model_id": "zxy-161221/4ytu47346",
      "observation_timestamp": "2026-10-07T23:02:33.607998+00:00",
      "observation_epoch": 1791414153,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xffea32ae29451de8dedb17dc9b9040846db136c11a766ab35b0af403b0b57170",
          "commitment_y": "0x515c6771753e79537b5527bc285e6f702e6a75d8b68920cd47477f6e5fc16162",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8d658c8332fb1f4be47c3825ebf16b7247363cd63c5893dc06849d82160d9084",
          "commitment_y": "0x6c0a3b909022ac9962d6b6af7718dead4b7d391cb92d30a5276f1188dce4b17e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3fe8cec5059cc9c488ef67675427ec884d43053c8cca3608cfef5d96d9c9087",
          "commitment_y": "0x9a94691e69c627d9e57c202bea177e05114df0743cbd39a6cc35165be8ad324a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdefcf53b7607f68bdbc20bf74352ba683f5d9996276c558f0b359e8e554930a7",
          "commitment_y": "0x92ce9c5786213326d6c5b9a325ae270de00d5ad3e1164e5848e376d29999ffbb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xea67ac0ee175497d34472137ecf6ecc4f5bfaecd96dfe71d6796d697e88d3d27",
          "commitment_y": "0x5c564a37c3d4012757e49905316e7bf81c244e60497ca9377738005c139292d0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x14949a2fa14a3b686419f9af70b6d5d62fcc291795a235abf71606a310973831",
          "commitment_y": "0x2c9c985192c5cabbd499c3baa20edf66e0d6ed4ad57e1b4f9305966d6348cd82",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x92fe8c7c5626e047bc319faeb7185570674766b987cacca1c808ab5835b67c9f",
          "commitment_y": "0xc6ddec196b9f325287a49875d1b76e3011e6fc6fdbeab2e0bd5cf80cb196346a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc4870b9c06eb0d353859e9f4c5b61c97c76117038653232e228e8ce9c2ec9909",
          "commitment_y": "0x263b8a6611ab202956a611cafbb20674a3e8cb0cfbac70e692c357c916441a36",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xcc47df65d46fe12ad89866e1202879e7729f3b10799c5e5a4a13c8432e1c563e",
          "commitment_y": "0xc34b8abc055f353e1d53b07f7c4ad2eb5d18616e948aa19978b068196796d56d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbbe6bfa444f96b1c881d1e71a06598a1ef77b0b801ea0fa02def84e2dece8e00",
          "commitment_y": "0xb74b067d6df8181da39bb9b7a19451a591a85860b68c0d32ed9942eeca82927b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x14308a4bdb4dc5724de7f4a2e5ae6cf2a86e15d99c5eba1e520fb3ac95d3174c",
          "commitment_y": "0xf79ba62af5a9c237cf4a766e62d5ec558b9c416dc5938a23b8be35a87e876e2b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa0739fa0a977cc4b78f075be3075114ba0efe900173f64f085b9b4351ef948b",
          "commitment_y": "0x73f3f5ea7ad3ae551222534743f58dd82e6a9c4447ce32701c9c2ed84dfc1856",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf9875cc80c67b9886ae2cdd17734314b9e543fdc6112bc129d0b213de10e7c74",
          "commitment_y": "0x25533086b6bd34a937c282e974fc5c01d9f4cdbe85c41400630b6c24bd28abb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd3781a09d51ac9c552d6289388ad5f474e8f62c052e81ff13df714c177b96c05",
          "commitment_y": "0x176034c72fbe670cbede8f93d5800cf1a3be2a24b057495ca30881b948784e83",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4d39f53aa5ce2df6c86a8e795f084ef470181ace88b30f9f6caccb9be8416f46",
          "commitment_y": "0x675566cb20977330c54166329cf7088c888cff78d7da0144c9cbe952ea82ed73",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x8e1b0784541f3c117700c1110d459a3b7f22bafe1ac8005ef254eb4d0dec12e4",
          "commitment_y": "0xff2aa0842480add7b1172e58b331b861fd2f2711d4e4aebe80f6d25183172249",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf513dbf56eb0c85cb7667ff68fbdaee434ab19ff6bd3bb68a13e67bb91d0dd13",
          "commitment_y": "0xc7217fe97e824bdb4c0ef2db59fbb70cd2dc2849f4968ba20a5a26a36d0f5e46",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb155c6899d6905734babfa455d06057bb996013f29c48669d10845f77120b533",
          "commitment_y": "0xdabb39e094f84df040912e93f1380a121268a163dcf0021b10de313e52e1e573",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x70cb96d55a384c98f540f1578c1a574ccc7f23240afb2271697c608d31e38e8b",
          "commitment_y": "0xd8c01d8e5a0462377fcda53fe53f8de782a03c4931fae847e47f8de14008c644",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2244aa63ae60de79cd5e35d7ddec8159c14d32f587c33e3c1fccbaaca4a7645e",
          "commitment_y": "0x361fec1007c12b9b5d8db5c5e43ec2ba4aad86645913c9297abfe4ed1dd8fd15",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 19,
      "present_count": 1,
      "highest_severity": "CRITICAL",
      "merkle_root": "67a7c346794bf37cf5b2fba9f3905d92aef8b755dd01bb39e666ae6d709139ad",
      "temporal_anchor": {
        "anchor_hash": "126041a9d9435377a7a20621e543ceb50ed3855199c28759a5b5d903940dc980",
        "chain_height": 531310,
        "epoch": 1791414153,
        "previous_anchor": "56a147f152dc73968e35f4b29fb48e3648d0fb3654c4d3754bc4e92730d4d84d"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 19,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:12.419674+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-a9ccc9b65aeab5b3f63c1f14",
      "version": "1.0.0",
      "model_id": "fukugawa/qwen2.5-7b-agentbench-test",
      "observation_timestamp": "2026-10-07T23:02:32.045043+00:00",
      "observation_epoch": 1791414152,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8167016d4a356c7049fbd1de546cd9d14ada268824a8efd2380a7aa8ec31df40",
          "commitment_y": "0xc550d2a77dab68639b55095450f0a42acca1fa0364b7c513f41ae9550bfc1ef1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6209a521b53d14f05144d09f84697c0a387f81be04c4b9b650101b0c1e2634bf",
          "commitment_y": "0xbd3e33ce5fa35f596fbabe94dbe01c34d33210d2c029f681a3da9a1201289398",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd418b469947c047329f86600b02022b77b0cdd65e7862062ae0c4f9e92869728",
          "commitment_y": "0xd734e5344ab7715b1bfa560fb6253aed17bab9d29541a757ea7db01fd63b767e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9214eb42cbe1d2de2d22213802682fb5a2a55ee25e2dc1ecabe9070910eeb4a1",
          "commitment_y": "0x817135007124060d585435f5396b11292160bd20dd5ef15885cf75b7b5fe8690",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd492ba36ac9437c3ecde1ea2c298ae2413b7044d931eb0b323629f58af58e9a2",
          "commitment_y": "0x3b3b9c65bc7fcd8ca90901b4b2a8ed19bb8501bc536ad124ed37399e5d0e7955",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xfeda248a0c22815acf9ef0422215d09632d663ccbcab9c4473c7b61615e89149",
          "commitment_y": "0x84a2c52f533f264d7fb6aa1b4d9e7cc8bed0c3f597af99ba12a48b4bf9dcad8e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x810f1c1af78724a4c64fe5f1031890f0139a0eac5ca2b5e9b970d961a26bdf5",
          "commitment_y": "0xba01374a8f3068f1c6bcecb9beca43c306ebf04a4b57ed3b198f1b7673ac56c3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x248188ccee7f4563b82599135c12d0748d01adcd75316600166e63a37bb6755a",
          "commitment_y": "0xdc15a4a9e9bcddae9fd031ed371cec5b4c4e9b748bfae84895db3ac20ef7e419",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x15e53fbe0b279fb3d87fbfab8d6eaca2f4474b79fcf31129b529b56e004e9e6a",
          "commitment_y": "0x5fa435f0421e3b53f4e440ef428178e55cc892329094c0112c5a7081e55420ad",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5857e526f70d84239da1d8e419da4a258892dc256170436391d3624aebeaa4ee",
          "commitment_y": "0x489deefcbe3444d2c60ba9f08a7c34434f2d3c7144c97318bfd19a2bdaa77a94",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x2b5acb277d02a9e5df99608dc2c11708cd08756fc523babb8b491970c25415eb",
          "commitment_y": "0x22ccc8f01e9211890dadc5a511c721792346a3aea652de4f2f2918054f0bf340",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7be7021be41a30d49377ebbffb8b99bfe6f1cfe96fabd1abcd4c97f95721c8cd",
          "commitment_y": "0x81829e029be0790d4623d9d8d55349f7f9ada916212146645e6ed4566fc6bc59",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x77835c2bd1d59c2c321a982eda245c2a05b0a3cb0a97f6e5703892dd49960936",
          "commitment_y": "0x5ebbfe1203e97d93e269efaa4f733778a69433b3bf859736af43d8e679708e7b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x6727360cc661c15b57a46b3eaaf31b6b3f64e3fc37bfa1805d1e99cb117e2461",
          "commitment_y": "0x9ccf5cdbc52b43bb8e3d2582a4a1c9ae364320fd80355b24f68ece96678e7105",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xe1d1969a4eb5ce28ccc423550cf8608cd6eb17523ca75e6f5b15e72d7bf0609e",
          "commitment_y": "0xeeeb44042535330f638dc50043f48645535659b68637fcdff0004b206b0f6c07",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5e4946a5e3ede8372253c5603c4a1799742972bb5ab9d558cf6420dac0e4aea4",
          "commitment_y": "0x5d1966484b3a4a92ce1d078d664b33f41e63a658306e063ed8eb9a8ae092ed37",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3cb599d890fd458d6fd3caff86df78c7e9a569dd5894e39ea0d307ffb2a75126",
          "commitment_y": "0x75c94d57cddb681234143b142e93d7d1e2fd21641d4deee86c5e5654722fd4cb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x391fd06c42eac259ea55946aded6c357f5865bf08003b2816b32c5d4a048d956",
          "commitment_y": "0x744bbdbb6ebbbabf387c2f45c5945a5c1f8c3d7f0f45ae48e8db56f4d196c72c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x754ec033264dfd519a87e7faa699d3f9259c8fdf63b2f23623bd3b03326417ec",
          "commitment_y": "0x89d5f65d092170281171e21d8341eaeedb946936157bc67b0e51324ca2dbd724",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd52d42ccfafe19a93ec9d4b5495782f97dfb0a3093c3f65cb640a8544dba6ee8",
          "commitment_y": "0x89ed31ff5b2949426cce41c3620f90a8c8fed212e08f446acdf0e1fc5ebfb377",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "30da1395fe8363a9167f13102ae193cb0f427448e6a37c2a32b3f4c781e270af",
      "temporal_anchor": {
        "anchor_hash": "56a147f152dc73968e35f4b29fb48e3648d0fb3654c4d3754bc4e92730d4d84d",
        "chain_height": 531309,
        "epoch": 1791414152,
        "previous_anchor": "02956c537588cbee3995961c0ca10c75cc0c8c9024aa38f5fbee4801d674c11a"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(c)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.562716+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-3211f2f885c32e4ded7cab6d",
      "version": "1.0.0",
      "model_id": "Writer/Palmyra-Med-70B",
      "observation_timestamp": "2026-10-07T23:02:30.430751+00:00",
      "observation_epoch": 1791414150,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x106431967535dc9f17cd0c20969a7b4c4b11f0b13dfebcc38702ce8cb6807448",
          "commitment_y": "0x70ec76255d2d6bac2ffede6f88aefccbfadceac6020259ce6fdb72bb9a7392a3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa1b23e1c51ae0649ad3520f484c81cf3cdad98e16ae092002ec8cc4b41a472c5",
          "commitment_y": "0xf44248ca2693bdcd65db0495e2495df95905714c601152e3de0c4a0b62e0128a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x8c5a8c0d1c0c455e1330b9e28036338d0fb6ae644a9a24626a34e415d7e805f8",
          "commitment_y": "0xe9dadfd97087cf066e8296723718c0596f98d867b7b2081b44bdd3bc2fe378e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8c1bcb96714d6899a925055da21b0f378f906ff34897824e83728b8c8c0eebfe",
          "commitment_y": "0x2c6809fd43df0a8a1c7052c8822c6d8ccb51a591d0b2720b18298bcd595c8ff1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdfe541dc3f42d6859036c7e6b90bde83be1407f81f4199799821c959ef4820a3",
          "commitment_y": "0xb04614d5392e1bbdbe5b94c82d8af8e067d2a7367fdc758cca4abd14429d67a3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x8203b7f557a72a581bec27b8fd074663c95d3bc94bdc814b518377b67546eb11",
          "commitment_y": "0x7d99a65260cef166dfa58b64de882dcba2c5fa150e76f6ae5f87737f400a8d9a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x2897bf8ea93a3b9ee79a8feb1474b48d4fdd83b14c246882e91180fc9938269a",
          "commitment_y": "0x35e72a143eaa1275216294552954a88d59bee9fd6b6e77312c6adde6002d56da",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1a7a75ff78f2ad3946be46a36faf18641712c01c6b165e60b5b0f9302ccaee8b",
          "commitment_y": "0x2e96396b536bdf9d6d9507d08718fccd2d87bc2b0f83332269ea76fc20a0df6d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x3e64056bd59c8587792c78cab55e8133305f8d87610914ec19c5a6e287605e89",
          "commitment_y": "0x271ce5e13a3aab75a547d3ba98f443e733616708655eaba80e96774ffd806df2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa02ee6df705484d2262cb9ca07134c21cb9fc23917f41af010daac5b9d0f7b62",
          "commitment_y": "0x30f5ceee11b83640d46e24aee4d588e4684f6c2095ab76a8ea64b4aa298b1c4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x9b28fc5a835c49d234dbf464792d07bd6f6f2eea18ed27fb26e4d3e46e9a62b7",
          "commitment_y": "0x778ede59a62a253dd1e8f181decc1933dfb3cd8eaf91032f2e93a345dd4b8fbe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x36895c69bae8e203fc6ce0e87bfff9ea59cf6bff5abf926cec5a38eea216e413",
          "commitment_y": "0x45830374599b08eafd2bd25aad33ff17f12cd33efc56c07953eb8332d1608bea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4d25ddf73598db9341f54572c27ee5e8aace7600d9e80e89e10131e158e3f4ba",
          "commitment_y": "0xfb2e6475034c78ace5f098aa98f1536cd079135753bb2d3287b32ee00044d24e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xb3604fd91eae2cb8035450d2f8d68bc386b0fea9803a3f63def4569807f3099a",
          "commitment_y": "0x2bd9fe5ec9be27b3dae2ddada6ded45a04ab4c241b6e04faf7df95c8ea41511e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdb2c91cb9db11711786a16ad22581fed409719369c15762c24f9011825eee5d0",
          "commitment_y": "0x88cd4af09648e21987cdaa865b40ea86c6d1d84cea0b5faa74b35e1e53e53432",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x94c1fce00c8de70d3e8f4fb4cd607e7b1816e12fe32bfc9fd26c6814b4602504",
          "commitment_y": "0x7594c390b2650e6282fca09e2c66c8b644d242406e6efcd7f13450ecaf084d5f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2dda6774bbe9533a53a697fb909a063dff5b62bca6430db5951e6e76607fa406",
          "commitment_y": "0x5a5452f0cdf5e2665d19aa8258d5f006a7b9360a3147049efba4c568444b8e65",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x9d4dbd7fae93f997bdd0d695c2730f192831a7e6a38bba7a5a7c6ca398aeec99",
          "commitment_y": "0xf71e49ca992ce1fc45b8566e8c46831dbd2144c4a0fe181d8094f1f52a95636b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2473e24fd89d5b2be2af87fbb2d23cdc67d91b4bcc731a90a8ccff15fd7f1b6f",
          "commitment_y": "0xe796e2c9cea2174b5e5ba2e489fd859117689b66e78d64e428d459d7419ca6bc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf0f21dcd31d0d5369c5261e5d61314b3de1745826846f11b10c50959aaca71a9",
          "commitment_y": "0x8df493f76b1cca3ea35ffdcf463867a890f62e7297508b50e15ababc93149cc5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        }
      ],
      "absent_count": 10,
      "present_count": 10,
      "highest_severity": "CRITICAL",
      "merkle_root": "5fef2a4bc9ba2d217dc04d549b0346ed8d8e75f48a2f011114925d3c9e119ef9",
      "temporal_anchor": {
        "anchor_hash": "02956c537588cbee3995961c0ca10c75cc0c8c9024aa38f5fbee4801d674c11a",
        "chain_height": 531308,
        "epoch": 1791414150,
        "previous_anchor": "44176be1fcfa9046c1a0e7f035d4b14234179dfabcdf5e143996979170300639"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 10,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 7,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.104797+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-b78ba99901502601fa1e5511",
      "version": "1.0.0",
      "model_id": "Rostlab/ProstT5",
      "observation_timestamp": "2026-10-07T23:02:27.357367+00:00",
      "observation_epoch": 1791414147,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x646b61f0e70570cf5c4be5f59f9d745aa7af1c88be495f3b930a37759efef366",
          "commitment_y": "0x68b6bb254746f683b520560d2345b7fdad24f1eb4b22e3a58ef94901f6ab542",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe7a49366600499844ade5b116a9eee885fbc9f835968a47e69b127836c28ef65",
          "commitment_y": "0x6c88f0c0a8629a29cff0b86b00e76022b8156e881f590c3c750fe8f204ebb88e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x62f5cacf61548189308e8b28baa41cf1d481871447045c5d5c35d3b01e590110",
          "commitment_y": "0x184e64db1fa278c2c3482cd4ace464f68d4bbe17563aba926f1b9447c3edf3be",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x74e30ffee2445b9ab83c2945fc70c1f6bfe102805588459dcd35c35132b242aa",
          "commitment_y": "0xc94d7e06bb4cf527918a168061ea9ab4e3a9e12542bc44704eab071b316fbcd4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1eed75d12468e0543e18584c4ebd6fd2aaff1cb2bc8881ad77cebc2ffd797f84",
          "commitment_y": "0xfdd8618ad996f3d80099b1162e868e320cdb9fba9ebfa2c921beae22f541e80e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xac6699e606436e940aea0489ee2dba0ddbe116a1805e06e951abfad9eca3030a",
          "commitment_y": "0x16e3cd97345f9fecbca49273799fa7ef4ee2fa0c38591f571e1ec314781bb93a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x33324eb7318b767820c769de7177de4e70d6e9eac13956ab0429bef527720bf0",
          "commitment_y": "0x8ef9e74c072baedbf51d9f7b91819a9dee324cd8b2e856af41c1fc6ced963fdf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfd0dd4688a74dcaf8478165dca3a712a911bbdb3542b98e78efab4040c05fb92",
          "commitment_y": "0xd5f3d8f59246f81fc9f8fa7b571b9885af07f633132528f8f57d47cc9cc4861e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x662510793f32439462bbcab5918730f0c24d5c5159ca2e99a4a3ddfd6babf162",
          "commitment_y": "0x8208f8d033a10d0aaa857538b2145773e6bf25e3d0a226b50f5852099562cafd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3e64bf808bac93ff3223c25847daa533bf524a5b9d66b1fabcee9feb6a786817",
          "commitment_y": "0x46767aa4191a1d02822946b38b7a1c2d08b8bf781a6d125a5db34dd3eb7915e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x33dcc4ff5adecd3110063af0b464799f9f75022c2136413489dbed7b582f60fc",
          "commitment_y": "0xa62ac96bd2d462c8dbb0a10af6e1699ad165fdfd837f88feadf348de785bcee3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6a07bab6cd06d634c57a791f21f011ca35de504a5180a801b64b7a201453641f",
          "commitment_y": "0x57db2bf66c146cffa713d46c69c78541e8de71e8b0c603c6c8c582621967cb4c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb45eca32f702f6738f381766a82460ba355f19d96b44173bb1ac212fc6ea4ab8",
          "commitment_y": "0x21aeb1bba95951b9f0f74c08e9ae9c46acfa0921afae4724c396c499b8bfdae3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x91354d9b5cea5918e6b771f8b478c78e3d621786ebed71babf97fbd16fb49eb4",
          "commitment_y": "0x331b59626a50c12caafffd8f40c8aef89bac6b7f38d10853b9a6391e26ffb653",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x18645221c83c3e656d2d0b078ef84d4709acd3244254392c6814890b5cf2ccc2",
          "commitment_y": "0x452bd595ca7eddeb094a93616222300da5cc204ec223d3fd45307217c21b3c2f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x142ffc7c76f6b7192045f1a4e675cab9560726b10dd2edde82dc7aa7f87ca772",
          "commitment_y": "0x3437e32b40ef01c28c23e166a958b05978c9d22ccd8d06992b6604dc2d42f668",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1ba65925a0283fa9be590a13ee5d75b34ddae5e8c1d68ed279181ad5a44d9e46",
          "commitment_y": "0xcda514c777acb11c82acc9a7db4190ffb0f36df77443b1a5f859c736147e5ad0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7ff21be298262cf9def872a135465bf83fc44ba9369f4e33725f99ea3d9bc825",
          "commitment_y": "0xb6c927e10fc0cb19ebddec92441aa54a43cbb8a56449413bab99ef142c03cf16",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2e72a407cf2fce6961996357c8666df8108a3bb6d44ab3049def8991b438403",
          "commitment_y": "0x7156ba0d96a56352da8c36fea7b14e97f44007c024ce6c8a9cd8fc7eaadf1ee9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xca8611de83c6d833997db43e78a625b8d89a4d0f5b5ca2dad3057d2b292fcdaf",
          "commitment_y": "0x3d1345b9c450a086bbcbb9849c7d2fae0a2d1b77e7766f8d1425194da49033f3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "609476eeb3cad9e0887f20d234d26c30a2731dda58a90da1f752d263d324ec1e",
      "temporal_anchor": {
        "anchor_hash": "b8d400bad005d61337b789806a7f8d2536c3696c5288a710423be3580ed437d6",
        "chain_height": 531306,
        "epoch": 1791414147,
        "previous_anchor": "358b1f2699a475559215412cf8fdc7ee87c94d65c6c67353f87b435944716907"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:04.539186+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-e080b792a3303fd123f5962a",
      "version": "1.0.0",
      "model_id": "intfloat/multilingual-e5-large",
      "observation_timestamp": "2026-10-07T23:02:25.579872+00:00",
      "observation_epoch": 1791414145,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6cb79e47cae2e46d7396f91860ed782dcf1950278655ed8bc5be6ea6ce9f9138",
          "commitment_y": "0xaefcb8f5f48ad47bdecf8d95c5c73a8f41ef3478556bef126710e11800ca009",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfb0d719471e0402a62dc0b9826ce605b56a7fbe6485373928f414eefd1c741",
          "commitment_y": "0x665a7380b0744a56e452a5cdcababad67702a88635f2996b140579cae544cb58",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xd36d8afd0ca8f14430f87c7320cc52b4f43fc8a8ca636de64a1a69afd8222022",
          "commitment_y": "0x447b1b2f48ea1c35cda0432e698eec5cbf1f5192534551fcd7a5671138f7fb40",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf2120b0625f167f8bafa21ae54c27340277e3c6d63a740dbb29f6fc3d614c170",
          "commitment_y": "0xf793d9da8150703defd3beae973ef334c1c08a9f12826890f6e0614219c4b18e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc548fe90431bfa93e24ba540bf249a34b5fb2b88d2f7a6e71b83f67d1af3b3ed",
          "commitment_y": "0xb527fc397587d47a6f96a7957922d5907e90f87cb7a04cddb6a99eb9f48a9d60",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc96cc6f8ea2a8447c44cb91db5c5159273365340484b3fe0f32d0c360b2c67a4",
          "commitment_y": "0xf4a7853d29fb8f86c1370b393dbf92356cd48530f2e3c480d1bf9349cb79d378",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x2b251f641de47a5bd29c91261700afd6718031385a34d14fe94d8c8baf960bb",
          "commitment_y": "0x44acc8b082150445684c82c9226894d661b3f1f72a8a0da2c820f2b183611904",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x596e597b87ce5161b3067916dc4ecfa794e1ac673416b23671643d7db8621376",
          "commitment_y": "0xc9bf0195b23c5ffa1c3995f3513e27a2922b85c702b15019d9872548d63f6bc3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x10b69b86a9ad9b00c764d1d1369dd6291e9472c6bc477b8e2daeda9b52fbbf29",
          "commitment_y": "0x91d9d89b381bc7b369055c0cdaf01dc596a117d4cf4abfda8c99ffb90a789329",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5fb1b43539a3f6d938314b7123f9eb25eac7656cac8fda8a67f65e1e76577677",
          "commitment_y": "0x57c20cc12223c6a301721226cb9a72723f5b2243db47515c2b782116355bf6e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x355ea25f70bde70962a5924e4562c9809039ea8de7f9815de5cf169e2bd9b50",
          "commitment_y": "0xe575bfc3cba930aeb992fe2b9483d0cafc58751ba2b3af9cbf3c93ce0e4c74a8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8a6e7cba90d7091a327917458f401860f0da7cd94c1898380264c048bf89882c",
          "commitment_y": "0x6b2be6d47908b7327032ffcf6f5804f8ef9f523df5f5fcf66a782ea7ac1cd1a0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x39e248324b286d6d0e33940934fa66b4a93b4681d6461c7234335172674ca6f8",
          "commitment_y": "0x43be8bb96e073577b2227abebe33c3a3640aca654f0f58878a86eae77f2906bd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x42e1968291b4ab967b9dbc31e5e661ba51db448e7a7cce5e80aae1417539d65a",
          "commitment_y": "0x75ce930ae22badc9d3ae88b8df5f3c99f5b43b1f790bae968a438203c81ea763",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x9b93280d2817874d8871aedbc7a1f4704c6c97e103083c0e539cb35141f93905",
          "commitment_y": "0xa7ac2268a175c5a980b9d62b53b93f4aee17dd5145db2e3bcc7f465e61b8d09a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x271e7f1e2cb22498730b2bc43845d1e4dedd85d8b28d00d7d4f4fdfbbbe3bdcb",
          "commitment_y": "0x3985991f715678263e607a54e17b26cd3e518c2cdf7d6e291f1c04444eada120",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x97bd639e5a58f902432f50367fcd138fb3c1a051fab3d86ca791b0991be105a6",
          "commitment_y": "0xb5638bcbef4df1540ac966982f8173605f67449262614b3494b6442b1d815d61",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x493b3490ada39300ce879ef1f83dbf5025048aa0fee88c6051e9e7f54cf49b1",
          "commitment_y": "0x70b958bc405fc406ab949ab59f344c03369559b95dcdb3bb39167f10596bfd6e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa93ea9efb2d4e1b428025097bbd8dc7c7be78f368f643b3a66b6050107d082b6",
          "commitment_y": "0x8084443bce72029e6ff393076e1428e23be54fda9300a378ad5108f30d40f116",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe27e45076c77dfb53bfc9ca8a785a778c948939c18aba8e9eb8cb3d417838d8f",
          "commitment_y": "0xe039355894f5b3268a990f22a4b428f5295d979ffd88b6416ea6bae54bb0a88f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 10,
      "present_count": 10,
      "highest_severity": "CRITICAL",
      "merkle_root": "ae90faeae048de119b1e1e5cec61a3a06ea78b6d65cbb9d44b5f4e95146ef8cc",
      "temporal_anchor": {
        "anchor_hash": "358b1f2699a475559215412cf8fdc7ee87c94d65c6c67353f87b435944716907",
        "chain_height": 531305,
        "epoch": 1791414145,
        "previous_anchor": "148a9b8c1118725edbdbf922d9ce7f3398bc19da1d48c0514f1592129b79210f"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 10,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.250379+00:00"
      },
      "sonar": {
        "provenance_hash": "98dec0bcb6e261cdc539787fc1b8c6c76407270ce2881f9c2f17366fa9b68322",
        "provenance_score": 0.6000000000000001,
        "base_model": null,
        "license": "mit",
        "training_section_present": true,
        "declared_datasets": [],
        "top_dataset_signals": [],
        "scanned_at": "2026-10-07T02:05:07.307324Z"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-c04daca8206b4e959ce01a4a",
      "version": "1.0.0",
      "model_id": "jerredchen00/image-as-an-imu-finetuning",
      "observation_timestamp": "2026-10-07T23:02:23.861440+00:00",
      "observation_epoch": 1791414143,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1837604f7d6c12c6f5100cead27e2aa2517e4293be74f41b76875463e394053c",
          "commitment_y": "0x1815a61cbeec8d2e6c12652590f3e44481c03d70dcf3da339c3275db86af5985",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x32c9eb9be999f997e10e075657971df2402ebf95d8e2f6aac122cfceab117bfc",
          "commitment_y": "0xfa7ba778f73cf1a46ca76892bc8adbaa92aec43661cb386a7110a48257d76064",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x25feebfd21313c20eb346863aea89ed46f940a57607a423219aa6bbe4d8c966e",
          "commitment_y": "0x895703c5cb35377e91cb76c2f7848896d8ee706a9a950d357673adcada59b43d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3301dce4699920e66f56250618cf8bec7031727cdf35341df911f994062bed56",
          "commitment_y": "0x73340bc0caba9599d8ae481405629710ec0e010d4f39fcb191c4751189da763c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd10b2f325636ba78361c2040edbd90217177f78146f082add745183be11ac35c",
          "commitment_y": "0x29064ee02ed09c93cdea43ae5c9adab97c35d382fa251e669b5fc096c5e1f9aa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x458dadc5a82bada1a5852191be93930b96f3030139e01e09462346467663a7d8",
          "commitment_y": "0x1e33f41e5c246f987ffdb1af713253739257eba1add544cf240ecea6aa125b11",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x857893529de69810ed4d9c6c516aafae1fa7ffda0c09eb070d5e5ab97fc93882",
          "commitment_y": "0x5cfb1a9ac9ff745e522819371fcc114b9ba2f4791683f21db70be82a4f5047f6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x34f68198d6b7cd061ab5229426977b2ca1d0bb7f2bbf0d071a58e502740f7719",
          "commitment_y": "0x8d9032e76922ddc06aad70ae14089467011bc55df4af9efa92731e00c711e94f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf9084ff4c59f8fcd95377b459b573e4a0ab12d1f3d8a1c148b6ac8b8467ec1dc",
          "commitment_y": "0x62855e89fc05dfd4d6f5578fd4121ed8187d2bf8d151f78c832b460a936c9263",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbd3a42bfeced7f7a8155bb842dd7c172e6178150b8c690ade69c09a4da29275f",
          "commitment_y": "0x7163c3941af60ae5b20ead50309b83e36ea0415e44113d411e34d6857fcf2ce2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xe8f2b455da3bd8f0dc9c027ce37bab25e552c9fc0a751d2050297b881ef2ee76",
          "commitment_y": "0x155e327c15d643fdd3ea12542da742a7d8f0304191474f60eaced090856e7d25",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x12a5efea05e2c52c2ce31dbc2c244270f41aec3a951bc510aede69b623daa573",
          "commitment_y": "0x6fc7df1a380e05ae1268ea273eab04858b2f7e252739fe11e9ef955a735efa72",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5567a45bbc86d688508a7015b457edc359b75d53749e4abb30d0ef6c9d8373dc",
          "commitment_y": "0x471d93e648f40db84a900400810948ae51a9762257e85d7d2e1ccf46dc419552",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8313a636ad7d3204f79ce4e3664d02f63aba27ca7a0dbba70ba5d44f7dd36158",
          "commitment_y": "0xe72eab831dbfb75aac0af680b892b42ac2500a5113d4ac12e13bede0f9672a1e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd67ef06df844b05d07f9673a14fa025c971e452647cda155eccd9c6a2ff7194a",
          "commitment_y": "0xd2449cf0303587e187911af13b2410b94a601d7448ded446a5ffb56b6a5549c9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x350e050010728f7eea3b4983371981bf98bda353efea5ffbca3ef6e4f635d31f",
          "commitment_y": "0xe9438fc1376c6968fc61253e61bc27bd01cf92f5890cf791d0e24bf72c8770ba",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5cbaaa7932df894899a6be186b8aad03217e2218132ce89efaebad3ad9ac1207",
          "commitment_y": "0x926bd9cd3f1702b794fa0691a9271d69188f328937abe210e653c9340a754c50",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x976deab2ae16443e3c0841a6295e057537e180e8ccc0860cd769c50216a630dd",
          "commitment_y": "0x4dc403def71231cf288d62640ae36a4b864b38bc12885ec1232111505805e2b9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xbfa98f23f65e089a2bee32fe7bf64f373f6b8dd3452b41a739b7837a98af166e",
          "commitment_y": "0x28eb387dfe9b21f455ed733955f83a6664e6cecdd4c0a7112d704fe67732412d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdb3be1140aaa3b3f5dc245d33d6ff2188486d616e9911715ab4bc8d6d8424619",
          "commitment_y": "0x2844a0f2b0e830a37db11b30813228f00f975766bdb87e31eca8d5fa664be6c8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "c0acf02c5aa1d5e7950ef58ace7dc47b4612653a6543edcc551559b7d4e4c5ef",
      "temporal_anchor": {
        "anchor_hash": "148a9b8c1118725edbdbf922d9ce7f3398bc19da1d48c0514f1592129b79210f",
        "chain_height": 531304,
        "epoch": 1791414143,
        "previous_anchor": "d37b1fe8ed313bc429b838c080acc1de8b30ae804a4cad52ab206dc132004dd8"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.310231+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-457cfab70f4f8769f4c3a848",
      "version": "1.0.0",
      "model_id": "jasonyandell/zeb-42",
      "observation_timestamp": "2026-10-07T23:02:21.707629+00:00",
      "observation_epoch": 1791414141,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5ca34f13199f3e78960b4b56814a2dbfa8a38373c9d7ba3b77dcb96a4ae1c135",
          "commitment_y": "0x970af9d93a2c1a5f5924ec1338da50e69006ab4d5334d3ae195cb498834e57b8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8bfeaaf27558c4ea63452c4faac3f6aefb9b3d0f38e4525040994c8f11ca67b4",
          "commitment_y": "0x9ffcc32ea5d2de2e918934eafb8fb828f920b36c7c9025f7a0f863e0c1ca4c37",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xe2705342170d103476c9ea10b6568a760660e710a8361ef546d2bb32b481a41a",
          "commitment_y": "0x3bd8d9595b511c4c5a162413b8f42537a8ce47d18dad935dcd47f80e8fdda403",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5147355b82d621777c116b5cc7de149cd0da07e4169c8baf234e091ba37b4297",
          "commitment_y": "0x2d8931224cd069d31925fd9da75fe87a4f04e38773cda3d7ec4473cab3ca837f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7798789054eae5b3447e003ac4dc66f238fb9866ebb36d84666105b930fca8b5",
          "commitment_y": "0x318b859cdf5170bad840aa48e6c43a1b390449c65d201f9bfe6a1cc3ea27d3c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x8e8d1957b09251bc37476c0025b70d1c5ff50a3180584af92e3f785fd83f08fe",
          "commitment_y": "0x1e565d9e7983f6caff13d17920b8ff266ec460b47e6a3531f92ad295e16391d3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x3c112b8d4764fb727956c095910a5386bc5ddb59c51bcf29f0979ab63d166991",
          "commitment_y": "0xfffd55f776e3e856d15236bb008d7c2a339b0e969f2c3c8ea51344293b1c7d3b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf8b23fc3a3a0e954bedd291f7d3b49df9a0aba56dc2fce6e4f9608b43f500376",
          "commitment_y": "0x8070a7bbfe87ed8415b316f4da1c7deb2815de9fe676d87c5b249fe81b07c5ac",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x70c7174954247bfff4e45fd98168a4f8c3618f3947cab029aa11f1f3909e6146",
          "commitment_y": "0xa18d577c4814f2a8b491bb6cfef6aa59251a6d2240f9fc0582a6fb79d4b69dcd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x74fc6ad63c04765444e03992efaa17a9dc5c4ab41392312787af14e94d02761f",
          "commitment_y": "0x6706e5ebc510ad7d2b4a8a83ffc9f432bde5d9c9faa0fea7168ec14de9d4eefd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x89e69bd40e4c42e725c9b28d894038ec11d3f711e1d9e07258422abd24ca4dcd",
          "commitment_y": "0x6a8b2f61c75cc72d51887026eae78975a9024b87ab635fb82542e7b36546172b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x35caf0ce27d29f7e4e698c9abcc92dce989ab387a88c00bd51c72fa891ca880e",
          "commitment_y": "0xca6cef35bd388abcd142ae4e7d9d15b234c213d8016d5eeeb9fbae8a2c7d681e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7247f402367e5b2ee11e497a853b51ed970a1691ea17bcee9ee4c7bfb57419e",
          "commitment_y": "0xfd117004e28058f0fbf7f54aaf7b3afa7bdc4298d6e75d30b0d22db19d4160f5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x86efcf1e69efeaef167663f2b3d24a99273b5dbf0fc8c97c4dc487aa7828d911",
          "commitment_y": "0x3e8eede213a8b2b2e4673c437c9561b8505cec8f380e2eb22d691f8e52461a42",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x15cb5b06ec31665c676cc75fc5ce82b15c19b02c819bd981932cb88ec9fb7a9b",
          "commitment_y": "0xf730d7d4e9373f049deb652a869b275ab17c12d251301c8c44f56c5f01413410",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x2d09f3e55ffd23980fc3220629ff2eff94bd13aa386edcd7119a2a42266d231f",
          "commitment_y": "0xb7fd09efb18a3cf4801dff25a64b40c88e737b70e4fb6f021b4bea8df114d75a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xced0e3a6b5032edaf031cdf346edc69b333c96d996f90ed0fd7c4e9041434ace",
          "commitment_y": "0xfbc3d0f5c802978eb8f7aac6a50c49b2b155436c2ac5db17d8121b398c36bb7e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x9eeecf1b9142d1d4ffb033053f886e3040480078149b4648adf57d8157bae369",
          "commitment_y": "0x99ca1e1ae5c07d82ddfdee99f23287e9ca0333be40bd1bdc537e348eee00975f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf2de272bc55823afa2a9693adc423f1a9fff5dce4e5c80b35ea4b7c33601fd85",
          "commitment_y": "0x19ff12be5a39b84bea871f45c6293a00ee195895edf42f86b776c257da403de5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7b9f192b42b558801638ee6896e05a7e6290160802c5abd2b92a018a25c1b44b",
          "commitment_y": "0xfbd8df968b756a7c8528f18ed920f5c43dd9b4fa46eb66ba1119de1042fd1858",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 10,
      "present_count": 10,
      "highest_severity": "CRITICAL",
      "merkle_root": "44ebf707ee74c40147bd3c38e2a24b76ec86e3da6f0433f40f7758f82644b1bc",
      "temporal_anchor": {
        "anchor_hash": "d37b1fe8ed313bc429b838c080acc1de8b30ae804a4cad52ab206dc132004dd8",
        "chain_height": 531303,
        "epoch": 1791414141,
        "previous_anchor": "7ad5f59c7b43ac84bdc2e7d21188932b1829ebb85b77e52277010cc01714b7f2"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 10,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Principle 2.4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.293883+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-10e3a10f5403702025ff692c",
      "version": "1.0.0",
      "model_id": "qubvel-hf/vit-base-beans",
      "observation_timestamp": "2026-10-07T23:02:20.148375+00:00",
      "observation_epoch": 1791414140,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x41f4309aaae764a93d777a256a2018e259770beb24fb6317b55d94b95bef93f0",
          "commitment_y": "0xb7892a2b760263f5cb9fc94283b7ec2bf1d67b876c509a505164c9fe88a135f0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6a4b674e55bded7b069bc70435c7cb7beb145db7df1e59ef4d64887d3e7136d8",
          "commitment_y": "0x438a37e2c8e6b56126904b2ba4f5e2a490173d16832172f21251a749bba3f88",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x68d8c5ff42949ada9c4d4a01e955b67432dfb9c24d5781a2e7f830c4c33215c8",
          "commitment_y": "0x4c4355b5a922be7eb6d9d0bb863523ec2160e834281853a4715e441daaba18c1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x806dcc28e7c2abc7c8b9baf37a470470f1b23a972ecf90bbaabfb7110b3c51fb",
          "commitment_y": "0x638edc38376ea522e086ea68349372e9d6c7b0fa3bd7c6c46817f4546a684692",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5fa56f598f4d3441f22f81caa4d2945e746882d21111f559422fd10f014fdf61",
          "commitment_y": "0x4d0a8242a249a3842a04abde25c094f59ce4e16f0df43c9bb4b1333aef79c576",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa802e766839d654e32ff2081dceaa443dfdf029475a10832ee3782a8eae518ef",
          "commitment_y": "0x1a740d68ac8ae42f7352b6e8d392497a196148f08899d6a01fb8b800c339be15",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x65ed1984e35375d5ee61c2056ce5c86dc25dba930546ff4f8f4421d005d7a76c",
          "commitment_y": "0x64b69c93b3942d75d7e21957f73d1cdca306844862f25f7e19f146550b831f92",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcec6957e9da5e84dfa1c4a4d9d8cc56232cf9d5aeadc545802424cfe33dc7f21",
          "commitment_y": "0x94e3f1734438791f1bad3933a0d0e666465e71c616901a8a7f51aa4346719b76",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xe7847eb9b1a6964ce4ec3dde0cbae13ff65b86401312488c647797c1006d246a",
          "commitment_y": "0x2a02f5051720ce9d66263e5d16ed3faa19c5f6f1cc0dfe18b717f32547a3e020",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfcc548ff1f41e48d029fb64937706691db7f042d5f01e98a9dab8ad3ef1c73a1",
          "commitment_y": "0xccd93fe3bcf7f6b81135fe859cbff6a8e09af8401a2fc0cffc1526532edd0d9c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x19dc1804d9353ab60b4969e770440c098a6cdfdc1eae6026cab484a626b72399",
          "commitment_y": "0x1ca98a30de37e42e8b7249ef89e3d6e25c73e7dcb4d68c6c7f0394f226e49dff",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcbaff931623979764e88a20da725b6f3dc2f9ef34e65687cacc4cb042fd1542f",
          "commitment_y": "0x7ada02e5f4c308c4e15a6e170da20998dc63625b4147470f9881ee26043e4c43",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xad1e4516d8281a86c1964f1e51a254d0a028ff35d6417b27dcd752aacddfbb0d",
          "commitment_y": "0x4d4040eb4c1bc842aa28dd14c888f1405d026e010a820f1f4c7d99319b37d8b4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xe96de48b0ccdb6076f4fba2ade98bcde59be850411824cfddd705702716b6a0",
          "commitment_y": "0xfc1564697e19c78f0029e7b1749de57c878eaf8a043fc371445c20ed9b0a87d1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xad281cfc03acd4e5eb468e2b7d330e7ee57140106b863d0df69ef996c614bf54",
          "commitment_y": "0xbe3b05361f35f560a07882a1faa606b60ad13a9baf250403e97ec7354c14cf49",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x465152eece9adc5a48975806752cac139858142c6fe9f931a8111627391dd567",
          "commitment_y": "0xb95c9a8acdb6535d760143f572348a839ce97232dbe530fa3bf4987a6e09c865",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbffe53468f38b16d815f87ff243a0a8b12747e61f3c1e17a7b42fdbe5e2a13fc",
          "commitment_y": "0x248d78f7d975d6371b029058ab10da5544e4b22d51470098361b5867534084ea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xba63b26adb5ae731f6ae3bea85b9f4d92243c0faebe54237b1e2104e6d269070",
          "commitment_y": "0x50f216f693f89d43d26809a1b0d1fef4ba87ead670cad1326bd567a07d5a7ef3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xfc2500e62aeadeb1f65862f10f680ba570b88f7f466cba81367181f8e895e3b3",
          "commitment_y": "0x5c7800c40a522afb92341ed51a56f9bf56aaa2a9934d85534b69131418d0c16b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8c871769457baee09a290aabcda7f21a3815c075bbc51e7fccfff494c0035360",
          "commitment_y": "0xf37e0762ea60aa08d1b4e447b67f422e9e0b90b728458f0f4ac1b8a7fa579172",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 13,
      "present_count": 7,
      "highest_severity": "CRITICAL",
      "merkle_root": "bf4da63792336bcc070475262b50a0a349589d1166f882f4f76d75849b1b977e",
      "temporal_anchor": {
        "anchor_hash": "7ad5f59c7b43ac84bdc2e7d21188932b1829ebb85b77e52277010cc01714b7f2",
        "chain_height": 531302,
        "epoch": 1791414140,
        "previous_anchor": "3207d380e38ebf30dfce85cfbd4b68e1e132e0ab7b01cf7ce355b29109888a8f"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 13,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.895073+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-e23386a1299338738fa6b415",
      "version": "1.0.0",
      "model_id": "HPAI-BSC/Llama3.1-Aloe-Beta-8B",
      "observation_timestamp": "2026-10-07T23:02:18.509764+00:00",
      "observation_epoch": 1791414138,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x81f250ff295c6d1fb7b6e286c75659555ddc013db49bf5626e6ba3f78b1484a8",
          "commitment_y": "0x98355ba473e09716a3ddd4edc829d4040b9562ac63efebb9628871cc39a7f53",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x938c09335baadff9a55a4d227a4626b62246d60c47b5cac42772e0d06bda211d",
          "commitment_y": "0xda5683b45ff1d7931edda4884f15e82e461562baff408d9ff0307b3acbe36dde",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xf7d7a598fa21c760736f690aa6b61670780f92b940021b0852765e6c009471ea",
          "commitment_y": "0x10c1682c92c55b36f54ba383570f2481307121d795ea534f45e689cf044273ce",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5650b33ea25b10fd975d832d9708a16ee1a228790f2f074e8132446fac9c3a1a",
          "commitment_y": "0x719f5f6182199f9a06fe6a7810d789c6fd436ca797727a90d03cd581a9499833",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xff41261e0c5a112071487d08d77d6853c7c8384a4d0e5279cc13d970077cf371",
          "commitment_y": "0xf609a984e9a8f5da46a2bf576d0021d2d6c6123816754a7bde01daa7e3b2e500",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x54ab28f87803dcde86b1999e2b231c0da0f7aea43832c98daa690b9188747ab7",
          "commitment_y": "0x63b8122e1179ce529b89643cb551079476b06cdaa09d98ac5c5ec03547368f8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x76a8b5d3c344afe0c4a1050289fedd77d924282a6cb381004d2543cfc9f6ec25",
          "commitment_y": "0xff4d2685ec04d0857822fe2ca44b4790db5edbb71e66d337b9241dd2584ad11",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6ffa546de3346ed99b47f338dc54372534cd78e3d8b24e7457e893d8de2c7cba",
          "commitment_y": "0x3716a881e624459552652868e50a271964c1e608e7c2da2d14f464fe0fc8b55",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xf3a01f0983c7b2b8acb9fd31646f2cbe0559c0fb4eddd62a46c1d9a28d69f4b5",
          "commitment_y": "0xbaf06e31ad11efdd68a1a486a5516026c0dfe66b31e9330f1e67ae335c2de5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xedda241630527aa1ab1aea737b5062aa661e2fd3b1a57f468aa2d30e1fb3eeb4",
          "commitment_y": "0xbe8de2af6acdc7158e3fb5f761f2e88e82b0ee827bb5a27cde2c4252394161f5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xaad131d7d735e40766d4a34eedff6886c02d4899247487f5ca7a97155fb33c73",
          "commitment_y": "0xbf74e8139df810ad0d97ad48e69344065b83398d3eb05b42aa0ebca1d452644a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x72011430a798b630b93f29c305494fc9ba173b7776f8c2a0a868ff13334b0b",
          "commitment_y": "0xe34054bf81452d944c61e9542e313591b41ded2ecd4dba84cd90db2cc1b230f1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xe7bd3b347ea945a2800000b91a60da9a4fed4724800d30952383f8206d2cfaec",
          "commitment_y": "0x35c3e1a5327fe5832c4d2fe9da2678a77b61d42e9fc1abc26cb73b153815ab04",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2002c838aef9cf9baf4ae122f1a12411b1c0e8f86f6415051d33cf06684a9c02",
          "commitment_y": "0x71f5385348c5329fa6902d2c622676b737a65d459ff60fa0925a645022f82d2f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xf2fb92c8168ce7e2599aff1d815121f1eb7252250edbc4fe006fc947c6cbcd1b",
          "commitment_y": "0x643594f5f1ac43d0439e3bd89d5784dfd873e1741eb885c3ca9a739b7ba7ad",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x20fea75bbfb1cdd39a827ac3c2cc21e031c3ced53ca39e24c831943ca304ad5d",
          "commitment_y": "0xd3be20ef9da2e6f6671c0352d7b5cc1c468338b255d24dab9ace42e3ca7372bc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1b2829cd4eaa9ee84203377876cc7976f7243e02540dba4b5e975da08233ec13",
          "commitment_y": "0x8120f3245b8104950ed1a86127a35d00a17adaacef5dbc2ff09dd9fa417df630",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x1cd262678c329e8487f2afb7e8463cf8937dea3105a7c3118d60b70d6833d42d",
          "commitment_y": "0xd4819a09fb168fa4b1e24975fa0984b3a77ef4ceda51ffd7be520ba69be0a76e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3410e3cb65936100722ece022349bc0f6204b906af75548ad3ec712c578b0722",
          "commitment_y": "0x66e7d2e27e6bfa9957e8b1a7ef0b62600a69ec6100fcf9b0770930855f6ea196",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9767fa6974f9f43186f6c8467e078d5f3680262b51cc0e0338527cd9770acb28",
          "commitment_y": "0x2ada3470eb27955f21cfba6a6f3fefc052765ee090b2053d025ee7584bebc3c8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        }
      ],
      "absent_count": 8,
      "present_count": 12,
      "highest_severity": "HIGH",
      "merkle_root": "5bc7531899fb7a539daa9f9fcaca1788bd81ae9e5844a5e126728b018343ee33",
      "temporal_anchor": {
        "anchor_hash": "3207d380e38ebf30dfce85cfbd4b68e1e132e0ab7b01cf7ce355b29109888a8f",
        "chain_height": 531301,
        "epoch": 1791414138,
        "previous_anchor": "70a20a58ecbd326e503a8d70b8c157d8d63609dc0820f083faab29577b593513"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 7,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:02.561066+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-0fa02a4a44d30b9321f37a55",
      "version": "1.0.0",
      "model_id": "kontur-ai/sbert_punc_case_ru",
      "observation_timestamp": "2026-10-07T23:02:16.952186+00:00",
      "observation_epoch": 1791414136,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x710eb8a04f74ee192662818ae7af7da7a81ffb802f63afb4a39e03232d091a06",
          "commitment_y": "0x9fc31cd9da004c66eaed3a77e6e9b8fdd0ddddf19a83ff1491b7a1e0925934a9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x73cf57c4785c1297dbce878e0d66e7fe92abca9ca15e4c7952c9abee708d290a",
          "commitment_y": "0x6f482a678db28876549e87a5df2265d60e5e8e18be7ef766ddb5927d77c3ea77",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc300d35505e6d0f83d25f12be72c6b35c770163a1c6b8b67682dafd0bfff0de3",
          "commitment_y": "0x4f295fa86328016c25c73279fe9f2dcbc68d0ea27c0cf136abbe1f835a247aa8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfd2ddc5acacefee66c1a0e53650fbac6516682217c6e10781d77624e91352524",
          "commitment_y": "0xed76415f329696691b4cadff1fa59117168a0d36ff8055c3fd689aaf4eb2b623",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8561f9894321b03b1bc89d6f2728701f4aa727a6361098bf8e5c1469505fb7ab",
          "commitment_y": "0xe2b57f93c14315bc080fc6548d4cfec56857b21067afaf60eb10bfb848cb30d0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x269089a5567b250535711c942062cf0ce6ed0e98dc9a48c7be869b7da7f41034",
          "commitment_y": "0x500faa6444ab0f3306b057f49d732210b1c89b8510633ff89412bdbebe5016fc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xad43d2b6eb5a478ce2d4c6907860e7faca252c8f194a7c7c69b14c3115d49a86",
          "commitment_y": "0xe804a189f6bd706085261cadf818c0eecb565485e5371dc24dfa562503df39b6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8b48ed8dd23f149c70ff1e8936e4990c8cab344e514e47c17cbee1a5e2e19a59",
          "commitment_y": "0xda32db885bc4c9ece16f0fbcc3f254d59cbb28a278ea2350db79aca26f75402a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x18c26525483967ca626565205143c235a4f50a3dfb4a10f66adb20fa07f730b5",
          "commitment_y": "0x387ed555d004f055875a3e4fa4d9ca56d4874714aa46a3a378ea56c31c5778d1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x668a1b4246d6ad098ec8be29e17fdfe72e8a12ea8699ee3e9fbeed6cef917b8b",
          "commitment_y": "0x54c370e04df7515ea96f123157dae393b86b33505c4fe8da062d704fa7229ac6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x911d807ab21691820b6fbd3cbf3ba21757a12b781808a271d1fc1c3f29e9934c",
          "commitment_y": "0xb4c9aa838fa7e30ac930a031109b15e6c59d65efd26b67bb1afd283402ec2d88",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7bdad24a630e6e1ae707368bc01064f08937fcbc7c8d65d96406d8ab2d4d457e",
          "commitment_y": "0x36c72c0dcda77b12f5d82029cae6cbd81c74a4582aefc33f83d4ab354172755d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9f43ba08e3af354231322b4b9c28eab9946c170b6f25d8a32dc8684c5cd96f5c",
          "commitment_y": "0x394b238556034b29a5edd863984a2e6d6e8923cb4dfaa9846b62a3afdee2f6d2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x29b4707482338c00fddfff06220b642c22997d815835856488e47c5ccab465a2",
          "commitment_y": "0x42a521f7485b9d8d2d7b6f95fbb8d293c3f84166ff5a02e0bbde9b260e2b3994",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4e07da92cfdc00eca0cb0d78fc5adab2384c6379d4f298c7dc20e9de3025f13d",
          "commitment_y": "0xc245dbb178ace79ed82c9203e374a36c4649733820ebde68fd260f8256cf960d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x19849f8240daada861b8591debdcb3b58cf688e62d2c5f1a56f1030a5ecbd13f",
          "commitment_y": "0xbc13c52ee6eb4251397b0a848aa0991ffbcca68f39838c15147d74ab61f372e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x10f167abd093f87e240039ada317b210daa0dd54cdf47200320613a0efbf73d9",
          "commitment_y": "0xf147520baca5419f14d0f79395679ba86808dd96def8a860c02226427561072b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe75317f47f60995064ee6640fd3fa31b44fc8cebed22f76a7ba0a7ffd4dd0737",
          "commitment_y": "0x5d6dc7314c09c24a8790ba6726cf1c62d81ad1dec846d059bc3bb7fafb19905e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3c2e59c38afbe1fff54530f043a84aec8046e16e32d9b2890a389d0307c5ec90",
          "commitment_y": "0xc8716fe9dd17c1d9dbf60dec13899d71567752fa051a71d203ce5c4060e70d19",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1b68acc1a18d91d2b4fa701f23f2ad3205282b554b3f91a9120a1b6680f3cc43",
          "commitment_y": "0x79ff19d46fe2679bbbbaaa92246f61b6a9c61e937ddcadc34e35f1c360fbb93f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "3379746842fb1e55ffbe46d664fd0544f3cfa748a377162b0985010631dcfd38",
      "temporal_anchor": {
        "anchor_hash": "70a20a58ecbd326e503a8d70b8c157d8d63609dc0820f083faab29577b593513",
        "chain_height": 531300,
        "epoch": 1791414136,
        "previous_anchor": "6067f03441d0f6379096f9210254baeadb8cec133fb75eb2718f9953384b54a8"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.511094+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-1b0ff0bc36716054013c238a",
      "version": "1.0.0",
      "model_id": "sean2474/ultra-tictactoe-models",
      "observation_timestamp": "2026-10-07T23:02:15.428117+00:00",
      "observation_epoch": 1791414135,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x52f04e1840bd4e2bc9e43a0f50a7316d5483d114785b549a98bd0f7da226ecc1",
          "commitment_y": "0x8394ac1bdd92fead10f72d70e8f40cd6e17aac399a60c09104812a15dcf690b3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa2f68d02701d10c8127fe431e934e35573e30bf2eb81296070bd36acc0841d66",
          "commitment_y": "0x93dd5482ff473f4f3de172f53837c0c9951941e479fc6e0ec8e78e3ab064747a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x37481090e56a7fb7b8904e13d41d4da507bba53fc2d2e0ffd703e4ba6ce94d15",
          "commitment_y": "0xa2766c96c0efc2ea11105931c1c4d7576ea32e7e0444836baa1f0a3d642d4680",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3834102602251403f491551f798b0632f71c3724106fcccdcab238b3238a63e",
          "commitment_y": "0xd4f05b0ddae4e0a8e1612759e0afd9bdc3a9919706f1f9d79ef3bfd7d4499d56",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2739cf1641f937f11fa0ddb07b41a2082f129f66791812d8837ceee31edb155d",
          "commitment_y": "0x60ccfc9dc351d715f531e23953f225fb8d9d98cff31fa2b1653d7d602afdd6d4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x169a20129b73af709c852daec968b4d138ede06c9af13d05bdf3c3fdadce11ff",
          "commitment_y": "0x11aff0b7e3ae2ba6fe2687c05156deb112b6b2cac9ef0a5355c0d89f145ade2f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xb44fee4064f0aa0361d719b65f2a87838ee63eab162daeaba207f66f9a07c3dd",
          "commitment_y": "0x4554a806a95d93276292cb5882dd9951f0ea331420ea1da3da2e56a685d751ee",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x28abf96ada6b0b801da229fab9be5601e4c4385b80fd727527694fb4a359f0e4",
          "commitment_y": "0x1f25f83179a4063e1cb5477e5094e92d580ea699a4fa3bfdde8f535f362afed9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xeac36cad21877c412ef011ffd4b462d324bf8f1c8e985496e5e3f5477e572406",
          "commitment_y": "0xe459938f1f7efc1fa6f7f18ad16fe3409e3236f3a29217e729b6cecf129d11d6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x718ffbb3386e03f61a57623a2724e5855c430ac5bf2cd5c8660ccf75aa74a1d5",
          "commitment_y": "0x7a27e193016dc609a63ce410351649850478df62d1b792bf6fbdeca5191f4d35",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xffdf6da06d6342755132a98a5096f9803d51eb4becda74eb5c5dfb7fcf240ae5",
          "commitment_y": "0x7ad416df3157bccdd419d9e060878112127769797999e2500754b241f9ef3649",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8470323abf26c189be7581dd25b1616f92df09b41fbc0e70ac2c9a89b3c7dae4",
          "commitment_y": "0xc0c32feab121d1857a0eb94e5d423442ddc7f0468fb147198ae22c47664e4b74",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9a597b6c5dd6cec97d6f77f53128792f47416e713950071829bf74a4a2b007ab",
          "commitment_y": "0x7ece7b9371d0242f18c66eb477c6604ce776982e626e0cb74f426a65335c620c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x73a64cec3a5bf0a83109e6de8ec883ca441323692a97c9feb4b1d687196582aa",
          "commitment_y": "0x7def916c3f36440535e8164eb55c92db0aa576258353f0d0513664c5cb5011e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd160888662f20e54f6c20f34cad7510d7d0690ffb6e108ebae021c55e152a48e",
          "commitment_y": "0xd318c31dd51f50e1a7a6d12285a65575820a1af503ee550d1e6d11c9b47b57bf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf83dc438578eff8e5b90976940b12902b496c1fb083ea8c15acb9754ab518574",
          "commitment_y": "0x66f6d51571c1eff333fcd21d2718d2b61c76e0dc0d4fa755edc9edcc429af954",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x72bb82c4780b980056db1f330bc590b4d37c20e710fa9de67b64c40c7c3de642",
          "commitment_y": "0x5510ff56134e793b9613ce9e5da39fa23d72718c465d3dffe962927685185e20",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdc9a7b1b6a4efba12da2bae721ee9140004add2534a34153d27f6204e4d78e98",
          "commitment_y": "0xee7fdf1d6d6a14de00650459df52220e028350a0878f558372e82588e2265cef",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x73c97ca6375780d7f5045207943c8600b919b87e499db8c88c04e7ef52a8822f",
          "commitment_y": "0xc7609eb14752844068d62315aa3ddf49dd16f2693a34d7d39b785ab05b893230",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcef402719854b2db0ed49f067a1f7294e57aa45efdfca668e6c5f35493343aff",
          "commitment_y": "0xf8135bf0670bb3e6c969f4acfb4a2dc034c921f1202f62a81fb0ff721a0799dc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 19,
      "present_count": 1,
      "highest_severity": "CRITICAL",
      "merkle_root": "5a5488c286c60356d390a95155752dbbbff6e9a408471b54a1fc3a632dffb359",
      "temporal_anchor": {
        "anchor_hash": "6067f03441d0f6379096f9210254baeadb8cec133fb75eb2718f9953384b54a8",
        "chain_height": 531299,
        "epoch": 1791414135,
        "previous_anchor": "c57356e87ddbaadb9810b0f79ba79fedab6e1cb45cd3ea62279575d9b73f8e7b"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 19,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:11.089216+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-e0166a7cd7d1e92a26c92474",
      "version": "1.0.0",
      "model_id": "amazon/chronos-t5-large",
      "observation_timestamp": "2026-10-07T23:02:13.883456+00:00",
      "observation_epoch": 1791414133,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x42ce76eb644fc0acdaa4639f53085bd133f105159205e67cc09cb66598302248",
          "commitment_y": "0xc44bd2f8cf202f3f89416b52001c424393ad25ecf3caa4369b1f71b47347a598",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfb7446c34a26e15c46bfb6bd66cc71b45577034f285d476a02603168885e6d6f",
          "commitment_y": "0xc570d7696aaa4df03038fd65f5d5ac44cbbfbb1f21737a0c19eeeedb9a53da3c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc000cf52a641944aaa4c138b8c2b90288c3cf7b17e8a6e588c19adf112e8d769",
          "commitment_y": "0xaa8e233ff5ea6c4b593c4e114b0de8ad8ef26d096711eaaf8c9bcd9e11e35ecb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf96f05bb88567b75b831e96db6dc2101be709881068ca497b9547786cb607136",
          "commitment_y": "0x85d68541728e578c93c6dcb9f79562525bf3be13ceb2ee7a63b480b12c92bcd5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x57616731c8cdbd422a3e0f0904281a33907f36e6c70a20e1b00514f284c6a40d",
          "commitment_y": "0x320943a4fe871e4232abccd62f3faed60712948038e9df26ea98f0cb2c60cdc5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xcdda4f3675d9766d80ca57fa4ab6084ea4fc3fd13c1dca422349ef3aa04a7a24",
          "commitment_y": "0x57150ec4ef7617ce50f5985c4526051f22fec9afc876591115e69083eb4b7912",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xa5e219d064c2bf12e96905109c1297d4877068e3910d99b47d24a50bf0dec451",
          "commitment_y": "0x2bccb7e6cd3762df9887cc15bd6c15d4c7e7b0ce527087b8840e9fdf30735594",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x75d942d8a0d08ec910b0f6a0211cdcb175f4cc9527ae2523a4dc8ae15858d185",
          "commitment_y": "0x20682b5cf9b3dc2107f678534d1ea61b0331c0742721eabbed91f46509b0237b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x9491566326ec1d0a6ba86561e2f758fd4d000635c2518786032c41e11221a9c9",
          "commitment_y": "0x3818c7cb41795b07b0f9b76b8612314416356de788f460f6ba4ba8e2f3d766af",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf0f56b7431710023bc9eeba30d5e9b000ac119b444c6fc8de7c320adbedece8e",
          "commitment_y": "0x5e2fa38d8a84de6d1ac9bda8bf1839f418d4b0496a0e897a8859a638c9acd0a3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x1167d1a396d0cc4da4a5129d2c4cf776ca468dc1d72817b8eed69dc2133d8e19",
          "commitment_y": "0x171085904be149147b497f8be64600099edea8dc33c4ca370be10e06f3b8f248",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4887854b8a0f125c3a3725df839a5673558d822fadb561a468865111a555858f",
          "commitment_y": "0xe02db385358627c23e066bf5eca8fea46608775827d8a14fdff9cbdd95868884",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x77593e7e59998f6d7c7da3e20c01097239015f7fbd9ffa8d83098e757d574690",
          "commitment_y": "0xed465722ac2d321cb59dbf04878035f634c1b03617f944c8e0d5adbb70f2bd84",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xee5f3e3c89037cea404fed7a996e99c000870b2ea44809679a17438af002c72b",
          "commitment_y": "0x3e7d6870025d1cd5742daff92c1f7d8d392e522eb4da26d3bfb6c34a9be50767",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x23a7d54197a3229b1d68e8fa076274940f0f25037d6c6b3ec1d6c6939a319ff8",
          "commitment_y": "0x677f4416bc2a9c269f0345ec3e6d3d31e12944b36322c85bfbb9d3f387f196b0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe79a1f48652dd75967858a0f4a8cbe85cebde1d5e8b973796139b63e01c94b5b",
          "commitment_y": "0x1a2f0a44bc2fec4cadb3dac124cee087d341ad98d3e6c8595ccd83d954739387",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7f4586d07ee51af93df6b016dff7504e36a0535f9169ec3ce0b2b18da59f6f07",
          "commitment_y": "0xf2fccfd0f67cdd335d88b60ca27657624d7d8c75e0f8d727e25bd550c1da0078",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x17d98ffb4d388d552876f81699216fc68366ce715432226079ff25faf75edada",
          "commitment_y": "0x2cab8b9818a7ce19d8e11fb290b5e7ccd302d0b875556a59ace5b37a97314da5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x35ef42f53d02a742e52889ed4ac5d8335bb417e49bfb1cf4a41c6ae6286df99d",
          "commitment_y": "0x3720753bfab941ae3db940c5a90847c9224aa09f7ff05962d672286c8efc0309",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7af5046e0d90983b2b0e753f786a4ec33eead80542200b442cb549621fd47142",
          "commitment_y": "0x9964a43d0753b294911cc9f32a77194d84c06f98efa4655979ecac659a067f3f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "24b36f5c77575b6148b2f9197d6e1953905b23d27a93c6e22c56040c78739df4",
      "temporal_anchor": {
        "anchor_hash": "c57356e87ddbaadb9810b0f79ba79fedab6e1cb45cd3ea62279575d9b73f8e7b",
        "chain_height": 531298,
        "epoch": 1791414133,
        "previous_anchor": "87681b33165206574130cfec268ad604e464299eb2fbb5942b9af7a82e614b79"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.636801+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-52f2a589ebd301899d63f842",
      "version": "1.0.0",
      "model_id": "mradermacher/SA-SWE-32B-abliterated-GGUF",
      "observation_timestamp": "2026-10-07T23:02:12.294689+00:00",
      "observation_epoch": 1791414132,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xaf0fc1737a4ec07ae7eb698a2ba1c85376ae7a463192da194012edde7b85e717",
          "commitment_y": "0xc7e68753d6515215cfac9662288b29e3605369dc3c9bfdf504b6c998f333d115",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x451b7ab1c6ece426d8ca8d0a7dd814f0055cda034c1406ec6e59c3d06f3f8aa5",
          "commitment_y": "0xe3b597cb33d57183da038d17ce31f51bef22a6a38bd6dac62e15dbf760bc8d40",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8528d0979da11d4a82a36fbf320d145c34eda034ae04547bd084e2a319e6f0c4",
          "commitment_y": "0xe1d3fc9a0f514fe8104cbbacfc0977fe35c5f0e88e4e11c20c54342737dffd59",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa23abb416bab9cff3ea562a7d01301410b3dd341b929ffed75e75295b3ca38a3",
          "commitment_y": "0x5f8f2cc9acacafa008c39364336e05bd441e79b87ef4092f6c6b93f3623cc9d0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8754d3108194a3c68c6843c4d76be3755b5ab370a0ad28b98f1afd7e368832ed",
          "commitment_y": "0xb9af64a681fd7986f49bc0c076443b0b5724becaed648bd29cda7f97eb052253",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xeb228df01a4281094a8e3a8d99a2365aeb4bd84ef9127fd0053024799902b535",
          "commitment_y": "0x3cd7cd9f3e040787c93a1b72cddc26c3a7b543c66a54505dbbb5d2c64e7d5dc5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xd7fb2a0abf4d812b21ac8a6feb9ca6153490e7d99826b3fcaca2cdcdd3c32101",
          "commitment_y": "0x7f3d31cfbfa0a621ae0976a80c94d620f8eb92c4a5e7c7d5eb77edd9e6fdef81",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9b3ca10e6e23d757930970929451b27411a600ee9a55627bacc8850f673bcc7f",
          "commitment_y": "0xc295ab005c0794c1e678b6d545d2a84cd9351172e401e558cd0887c1bf8aa8bf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xcefa86c4a837fab2f5e255ad4dc2900191a78b13ddd60fa51f2db0575a870f86",
          "commitment_y": "0x5036e7bceb1ae174ef0095b8a5bc90c42cd355c890e6c5763adcd1e273e28e55",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9e7e795c45e67aad526bded5db21d275561c437cd59f823d26075e3faa6378c2",
          "commitment_y": "0xe7638f43fbd613dbe1678c588cf43cc75d838aa04148c1acb1585cb6b3b39957",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xe6caa054a0fe9ac359b92a92612785d273dbad5fb43f6b3f1162cf4d66e8c888",
          "commitment_y": "0x8893e20b91db34c642b676b42f9a47a64b69deced72a346d5adf641ea412dbf8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbaf765721610e34f2496db7204805f3025a010daa618af17aa0fa46c6b5418b3",
          "commitment_y": "0xe73da89a56d7ba521892a3337498354f971798381bb32b8f568e296be4e99a61",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x22dec48554c9409c1ba1f2b6fa57269c202ea3fa76d8a24c0d9e781f3c0b2e3f",
          "commitment_y": "0x90355560c176161f2e9edca0dfa97d56d84122292b2854b59832e266c3eb1944",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x4ca8fd86f821aa437b96777e754578d88a0c866aa18b62d04b06bc0f88b2e6e1",
          "commitment_y": "0xca6ecbe2aec36e964cc1b8fdbd3951bcc9ef6106d176e4c0b430f7e05a907c4d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x38ec4d069cf82babc8680f3f944e76f1f4f6e1a8518097e6a6890174b65e83e3",
          "commitment_y": "0xb6c33693f25072a8491251d8f8cf7a803e6072f9c4d1d7ac92cbcdd4b5e76caf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xadad8f2e7bcf302031911f35e62d584b0ce848cd311bfd4b5742cc5e29231d04",
          "commitment_y": "0x4f9044c336f98bf73cbc56d756477517bace7904016280126d66b2c640acbfb1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa77f9ac2a07260be5053e62fd7db9f315eaf35e61b2f016a2244b1a9bedb410c",
          "commitment_y": "0xabde5e54e8b14fd26c612566a695b53071a1231aa17aa1e4c18bb3a98cd102a4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf9814991ec4055aa181ce359efc0cda051753613312d21eab408e6e004001a87",
          "commitment_y": "0xef0359b16a68ee59c59c2f640dfdd24cb75d16edd93292084ad88fc8a6708efb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x8b4d1913b8fbb07408884a6181e1dcddede75fdee05ff6be2eeb78be51e2eb4b",
          "commitment_y": "0x1b9651191550762ee52ded09ca3ae93fda2332d18e26eb17595f4b10b41aa35f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x70146d1a63c20e12d82b0ff56e5bcb158f8216525c0e4f8cb5e564a849248eb",
          "commitment_y": "0x53897cf0e2304b2767e99a8f0820723c1f5038de7552d19a3068903046ab941",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "1b187520ea65c9e7b2025f29d75942f0755d66cc3b82042961c06994529094a2",
      "temporal_anchor": {
        "anchor_hash": "87681b33165206574130cfec268ad604e464299eb2fbb5942b9af7a82e614b79",
        "chain_height": 531297,
        "epoch": 1791414132,
        "previous_anchor": "be54ad73ec90d9c9067494e1bbede2215b540027900c52776580aa1958e7841d"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.783396+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-f60814e4d49c7c7a43d19bda",
      "version": "1.0.0",
      "model_id": "cerebras/MiniMax-M2-REAP-172B-A10B",
      "observation_timestamp": "2026-10-07T23:02:10.671883+00:00",
      "observation_epoch": 1791414130,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5a704419dfe95b249f7bccba0be3b0575f756edb199401bb5437f70cefeefa7",
          "commitment_y": "0x918919df22cdbf1e1ebae9d0b7e444160ac1408d261797fda7b225ea8401fcad",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfcec480919896ebe62cfed6c9012432a2e066e16196567e4a2edcc2692df41bb",
          "commitment_y": "0x3078a299f4a41d792519d7cf2acbc9be062b7b911644c2d7ad57295242708716",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8d132e3cb150c8c9282c809d9fc7367aa83e91b5a4263f32fbde111f6171d01e",
          "commitment_y": "0x98247dfbd63ec1e50faf6b38fc6e2fd508ad083f870cddca7cf07003c631de06",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x110c73e57c487c7b9d477cbc732a049f6600c8790001a0a8d5e2a4326148b155",
          "commitment_y": "0xc2fff87050ebab8846587fcf7dad70a803d1e6faedcf5b3433c8071c6345d2e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa9f41573d276bf1b8d0f7ca0938ebb122436d5949e38c1c5e965fa62c24c52bc",
          "commitment_y": "0x89f1c5ff3012474cd0326095243e938bb4dbe427486ca36742d56343a974d3b5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x488ebea6a1e063875dd4f5b0b87fe0d06467227fedb1af673586bcd3d2ade14e",
          "commitment_y": "0xdac8158a35e4e527531563e52c8d088a477b660927c6ab450281c1f1ff92fd38",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x55b1cf9eced664fc61be9e5a8a21cdbeb4bd4d1ac5b16335487385d6b7639754",
          "commitment_y": "0x3378202fdb73694b831a69b4091c7227e33c4fbe10b85e63fcf402e6ad857abe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x20f87786904c18444ce38fdc4b280145bf42092b0872279657d6aaec23ac2e67",
          "commitment_y": "0x78e578f937eec7403f935ca018bee3aefe0c21756d0ced888f70f83029492d2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x995a607e3d35e5407f3b00a79c51d879a08e774954945f669cd8c50245043a61",
          "commitment_y": "0xc6b26eb060eeb62a0061e85a0fbff87a27307232b88dbc20046e51918bc772f1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x394a00c51af14bc2947705cae29dd21a1272340534acb844d0169d3e642e611f",
          "commitment_y": "0x217b0ec84c1df364c875b7cfc2258ebf83de81779d33bfb7f8314fce357d7c8f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x5a4652b8b0ca61907e4645ed843253b1cd1e472ef7a2a0cbcd11386fe6827721",
          "commitment_y": "0xc10a0223a3b4aa6ee81290e8f471722e99fc719cb316be662b55bdd229b6e388",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x53433d379c7e52c37bce557cf32fc6935e7f22d94af69951ec2722dc74a07a8d",
          "commitment_y": "0xeb7984ab82724f48a2a538713f03f5b8e3faed2b98773019e803a18c3ecf1537",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x908a95b2c347918f7cb471e4e25d4c2c73d7407710e31dffb63b4fd060d4062d",
          "commitment_y": "0x482148113d9765b6fa0973cd654fe9e9a6bed4b9b3845ec314f62eb9c645b905",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xb168c6e4e8da2f01ededec7dfe16e5a4cea13d56defa721cfd922b5d5e6a9daa",
          "commitment_y": "0x5a200a816ccf4702253a5518179e5271860f1623d1f60a1ff414c0e296281fb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe16a40160e1d1aca24037889ecfa14fb3e61a537b885e43a95f4d2509858b02d",
          "commitment_y": "0x577de679d05ce8e6c23115354d5d26416097fc15797345783c1b3e5065decfdb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x81674e797053824e0e391154149716f2b10af8aa9416a7c6b483b6097febd1d8",
          "commitment_y": "0x4e07284e3418bbf2afb21daeb2d7f1546d8a0c04777c5755ac1964a3f69559ef",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x378c989255e4cda5b54e4536f81ab13464eafe519cd39df6c75a6c2cb54e3904",
          "commitment_y": "0x429fdb3c3657fc6326a01ffebf1ca93f40e62d85b8d9279bd450795a63ea2bb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb886377e4e019b6473e237de3384ed98795b00b8a1b6e4a0f295d885d01424e6",
          "commitment_y": "0x164b8f4e7b1423b4085672583002f9e7d60e384234a1fa42632dc9cd96bf802f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe2ad09721b376b06adeefaddd505a94ba5e9ab88ed69e761c5906985fdd96b39",
          "commitment_y": "0x17062c229f73c4ce4abcbb6bcf0ea61e46c6a3b4c8fe1d40e93bacac4d4f8564",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x63e082f5d4b8adf362f99e38b67f81a0c3f133b5b63df023875cbb875307eddb",
          "commitment_y": "0xb293216c53fb26feedb0f30e7a83a135d46d972c6655f15ccb5fbdfcb1ba71e2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "794c6f41979813e954e4112ce2edd662353bb1c4b2376c81bbbb9ff8c6ddfc22",
      "temporal_anchor": {
        "anchor_hash": "be54ad73ec90d9c9067494e1bbede2215b540027900c52776580aa1958e7841d",
        "chain_height": 531296,
        "epoch": 1791414130,
        "previous_anchor": "5fb71f865bb9137e6ed186d8f0c2e1d1783c4e86fa4382844c910952ee557fb2"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:06.525795+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-1c3b5e5f41278283de369c97",
      "version": "1.0.0",
      "model_id": "deepseek-ai/ESFT-gate-math-lite",
      "observation_timestamp": "2026-10-07T23:02:09.098615+00:00",
      "observation_epoch": 1791414129,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x16cdfb117ec741bd313862c510198f290a4699130d9563d0200ff98b17b0aaa4",
          "commitment_y": "0xc4bea13f5cbc96d85a39c649746a38922a9fb57a3662336eaf5d1851bf464d0c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb5c1faff615892548eebca374d057610d243442f8c47a28845cb621d15e5a0a4",
          "commitment_y": "0xf1a0dcfc5e8df685e8346a35fd9df552805bf88a6b00be84a88210b90c0eef54",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x942ac931ae19662c730c2ffdcf63aa1eec660092f007b0b588817138d9f5ecd8",
          "commitment_y": "0x90644d9dd420e43f6c1854564306954100b41d57b109519ae4100e964caf00d0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7bba447f3c5ac1be3a5ac03f3bff948b05d018f4d3a7f783b4c8a1e86b50217d",
          "commitment_y": "0x6470c3a3407446bb800eb865a3c1295a3c6b61bbbcb2e15ce72f9a28380f25e0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9dafdc2a7322c5a0e81b0c9bf9c1bc837d414f3c4f0833e85321babdfff13bfa",
          "commitment_y": "0x74f279d414947e616314ecfee05af0967b5b4d47c2ccdfbe9a617acfc224b6a9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x28600535e44d83aa859b217d6536651b92450b21eb21f9edeee64428ebada440",
          "commitment_y": "0xb30df3615243b13de722390059e19fe31cae9e194fe3d2eef015fab98141a0fa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x4fe898fca8df8c7102647e076b02db890aa7989a82413c5d2234aa3940f23188",
          "commitment_y": "0xf19c8371881cd71042cb7c9976f847cbc37c3ec44455933284a745d0df09242",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc701160dbc182fb7016a519f54589135ee31029661e7d11b75800a0368ac7a2f",
          "commitment_y": "0xbb6961604ec19230cfbc486f0105f482e63b38b184a753c3bbd2ae921f3d1f4b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe1f27b59212ad7b16a80985c441099588cd28a860143d48ffc75b3577b583323",
          "commitment_y": "0x7749cedb02e49687a190141d78471b24904c5566b079365e1c8278f6fcd2196e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x54a5f7540f604e8c5ad14c53190788a5628b2eeec49bda0a0e6f8b55f2193532",
          "commitment_y": "0x507c1f46308ca27f4f2fecd3f5836bcacb5d2deab39133f1974096fe25a398d4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xf20db5ca5c3f2772090c01ed67b008d38340116faec3de609a7cb29d83f2f03b",
          "commitment_y": "0x2ca8d6a9f2bfbaa216682b0b3fb7f06a644d2e38d7d87d9040e86b128eadb204",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3f872697d3311bc77a33216d9f569d787b06c259ca7449d3557ecd324784793d",
          "commitment_y": "0x887b0b39ae678cb13903dc9c3dd4c43fc20e9eadb9adf3bc39c23751cfe31048",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xead97231a1354378eab6f9ac25a7059bd80cef809c9037464a1e6bb812701c2a",
          "commitment_y": "0x6896baea6f2dc7c25a4bbaa2ac65f0447becb3e499ee85772ea9bf0b98a58fe9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4f6ea420781ee2dcde8a93c0960c6c083c1e822b74a4e6e6bae48be06c12c755",
          "commitment_y": "0xa4c73d35c14cba098690243f39f9cc6e0103b1e10e1ed3bba1a1481c1f966546",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9bc1bd1b23f473427bfadd051c7467d17934fb07f913bbc1a0d4e0536d83bda6",
          "commitment_y": "0xdafb712f9cc82f79662149cd6ec98dff32deb5304bb70bb50d2e0e3395fc4c36",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2d411a39ad712593767e691bc4b9172fbb7c6d381f7071b820279c5b1df6c167",
          "commitment_y": "0x2cdb75c723a2174e8f6f014063febbf94f5cc2a7643fa247703e444dcbe498d7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1a40ef3590cedaac08eb9cecbd6ad3de06598163f47a82ae0d75490eb12f4ba9",
          "commitment_y": "0xd7e237cfe51bca42dbab574dd5accbf557a021ed9baada64f66018db971d1320",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x903a62895cc3c3d5de2b710b59c1e76d380e183db9489b51de7df6fca96cc9a1",
          "commitment_y": "0xdf0b8ce98cc4703fd48adecac44cc483b0e7bd7bbf40b972999cff18b193b06d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa702c0ebca7832ebbaa9568b6223f4a612853610c1d7a646f750d5909ca8472",
          "commitment_y": "0xe9133fc0d4ff8ae4625a4b244092c77488b3c122dfce73a6ede726825bb86db0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3bd26e857b6f301cff090b4b01cfa9872f788e05e5cfb4ed3f36e9b8731c7142",
          "commitment_y": "0xd05c5898b4727a1636ed7a9de84821f330d1a637a3b83d59d0b783c1559669fd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 19,
      "present_count": 1,
      "highest_severity": "CRITICAL",
      "merkle_root": "4e3163a82f526fa7a2600fc7a9d5efe062c9caf29fbaa0e3e2c68d2075e0bc0d",
      "temporal_anchor": {
        "anchor_hash": "5fb71f865bb9137e6ed186d8f0c2e1d1783c4e86fa4382844c910952ee557fb2",
        "chain_height": 531295,
        "epoch": 1791414129,
        "previous_anchor": "d47a061ec625ab0763378f71865f339505c5c28e42a4b87301ec90c796a17052"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 19,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:06.811260+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-05bb82b0144e739d19769c58",
      "version": "1.0.0",
      "model_id": "teknium/DeepHermes-3-Llama-3-3B-Preview-GRPO-1",
      "observation_timestamp": "2026-10-07T23:02:07.475133+00:00",
      "observation_epoch": 1791414127,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6b47f819e35705ba3ba07467b1a56d8bda6f1f112a615291a47ea471648af431",
          "commitment_y": "0x9bafe5735cd9cc37945caf44aa55a948a445a97dce74e97f24a32a3735eba0ff",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1b95b314545544c9ec257f1b1da04cc050f5931900acf7c7c9d627e59b1a4e66",
          "commitment_y": "0x1e21905f7cb85f57c30d868e3b56939f6edb16f1e162bac97f327252ddd9ee8c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2b8575c0918e73df7a4e7e2700a32f2310bf667d34c0337f4e6849d64db0245d",
          "commitment_y": "0x17c3bce5bd82f9a7d7572ca40e8d273aff68bac1b6770811b81b415fa11f435e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6287dd23e1598ea031935fa64e9b5c3e4da1edc4e13b7d3040dcada855b688be",
          "commitment_y": "0x8023ed2bdbe75917a53430cc646d7a9a42267a827b20d0f3de7d047275184923",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xed89b5793b106368b0d1e64fb8eaa76cd846d11b60ac8c26948f9915494d8426",
          "commitment_y": "0xd2d672f1d54ac36f324386bdc09e3a1fdcfa1d078defd8e891d0d780732eabbd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x55b0d11f221fa5dbd928b26ebd7df9d990409a414228ab4aa0f0d4d20bdc3038",
          "commitment_y": "0xf8ae59e9764eeda46989fd39569c74b56438527f311c241cffa817d01eef9043",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x8224ee85bf642f7ad7e476224d7baabbe13a4d17cf7f3b0a4a298d11ba27bf7a",
          "commitment_y": "0x9af711522cf32a77dd8a49b25b5a5c07a12426d844e4ae3db1625f9518c4e51",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5ca6aee6f4df7be342d07eedce83cb5054da86a24a1cdc81042c404a56ce45ab",
          "commitment_y": "0x691298c6445e8923da905b483ffa24f162ef950e13c82113e3c4884ab269a789",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x7943b06eccf5c71afd4a2a5be931e74d5a119067c5e5cc57a64cfda788520e95",
          "commitment_y": "0xff429478fed9a40cc2762db7f53406a150dfd7bca1100d7d8d07b3d3c43aade7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1b991cca306355075ddb27afc60ffb33f1dae0496d7db9002a6bd336dfc678c3",
          "commitment_y": "0xc58498ee9a655138df809e42bac07c202743650d20fcfaa1b05a2298f6b914de",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xdb891d187d752b0b1b184dbeb306ecc0b676c68ca5ff5b0c1dcaf98412b8293f",
          "commitment_y": "0x21343eb9f3fc2cd8873f2646e03405cac497037319042e0ef5489900292d9b57",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x72a59fa0a050647721d371d9b5da9763e8011e7dbf2be0ded99f6511b2f5bd1a",
          "commitment_y": "0x9c02ed74931f088d726b782a8977d08ff9835dadb1f87175473780f923c480d2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5b396cfed11f53b53cfc5336e33162666f374d6bc65d2176577fd7159c01e15b",
          "commitment_y": "0xfc414f71186a6c501ddfc3902e6821df34b3385694b86833c5d257a9fb0cc194",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x40235593bb191f27425ebb7edf373e0bd7c83953031d01e0b6df140ba30bb1f5",
          "commitment_y": "0x50e94384c2856952e95a70da8d734486d7b73d156c03ee63fcf6413e9c7f55fb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8b5c5d811c90136ffca52740a57771d7f393624d792347baaf2d7af016cbbf3b",
          "commitment_y": "0xac225cdadb27c8cfb9e312ce331bc7ace83384a8867bba23a0925302fb7199e8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x82b2b5ada01fe9a7c2ad48bac1cb0c218cd67d08d0375c741d6c5117e853f72d",
          "commitment_y": "0xf5ad8c122df3a30d6bf5e2a2cecdfa265d50317c83c59e38808f512184893b3a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfe2cda1b4c0003b6d94b2764ece157ea8571daa8f9cf57408256f49c5a34fece",
          "commitment_y": "0x17ef4bd04caf87719eb0438f6c4f16077d44e320ab8662292e10915bde2383e7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x215bf7a0a31fc67de7a4fb834fc732bb18ae5f21f2926d278c36179cea4a2fb8",
          "commitment_y": "0xac6add96e802c786d6374794a2a9d1c0dc0bb69f1c03f27084720df923e385f8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xddbc8bef1fc4ce92708c287309368713c8187e0d712d01bae0911152e9e27298",
          "commitment_y": "0xc0fa1b5d853f1f27957521070f333ae2cbe54c73bb7e61b0cdcbc32cac6f8861",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf664ca01ce5d9d655311ff70604edc2a9053c2fa72eb59a2a8f4e98546645a3f",
          "commitment_y": "0x25878731d879786a3b1d8305d465f441208de975e86d789b829b8bf5a199e518",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 19,
      "present_count": 1,
      "highest_severity": "CRITICAL",
      "merkle_root": "065f4972c997d017da032ef3c603bc2caf0802ab1f60968080138499dcfc4ff4",
      "temporal_anchor": {
        "anchor_hash": "d47a061ec625ab0763378f71865f339505c5c28e42a4b87301ec90c796a17052",
        "chain_height": 531294,
        "epoch": 1791414127,
        "previous_anchor": "8696fc1998a6d5a6f6642aea2ede536ef7650f1acdbf004256dc00bedc823bd7"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 19,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:11.509909+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-ac9c81c8e9089511a616354d",
      "version": "1.0.0",
      "model_id": "lmstudio-community/NVIDIA-Nemotron-3-Nano-30B-A3B-MLX-6bit",
      "observation_timestamp": "2026-10-07T23:02:05.985383+00:00",
      "observation_epoch": 1791414125,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x449ae3daad0876693568a3b456b748d6f2c8b62fe9e3deb719db106b5e35152a",
          "commitment_y": "0x3df57ea734f73b46e7eba2bcd5cf98ac2c9285e145c97159be287e000d90338f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x87a179c7eee06b3b23cf118af59994c1e02dca2e5b8fc70c080591298867064d",
          "commitment_y": "0x9330f042738b4ee967b990a85da50a77fdf1b6e36845acfe446fa4f8f63c11df",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x78a052a097e811c03d825a02f04ecf27678cbe10c468e20a69c5cc0510eeaa8",
          "commitment_y": "0x72ad38f4cf49f6593c32ab959d62ec7566c46e945e5803338078802ed661561c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2e2303d1a144448a1ee674433de94002cad928768de72b0a66ad3b6f3454b84f",
          "commitment_y": "0x1e2649f473c9b8ede763fc97e54376e542f0deee9fc498ca6d81f0d809347b6d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9423de5816b6a3e3daaae0a270c90af1ed52de80b4dc40e518b9814f44b3cee7",
          "commitment_y": "0x2f718297ea2c3e986151126c08653d6fcc1edbcea64f02b4cd27588db1129e09",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xedf708c749a6644ddc8e5012177f27015b304308bc0b2453c859393b21b0192f",
          "commitment_y": "0x3b2ae64276d24b5e69236e37c06c814263353cacbfd73982d8485d693eafb0c0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x34d44ea6b17709884fd522988e6f6b71de098b24f4db2812df11c3d22764b85e",
          "commitment_y": "0x81163325005e1bf687c9eff845117904d34c879fdc423d3797efe3115190931c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd603890cb85d89c13eb0eeb1fd150cdcf9e8ca71c82f174a1726bec5b55bb22c",
          "commitment_y": "0x63691dd5f89ef7ef69d035fec24940670c83da700ea6d2bdb4d8aa510adaf299",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xee6079289eab410c2cb2e20790ffe50ed7a7d6e4707a01c154efa43ccd68fd82",
          "commitment_y": "0xcf9aa0ed9d3e82b9fb8566a3f1f0dc2be7df00399fcdcbbc1be6674497b2e522",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc0963fe2413b4fda3ad10b785d446f008287d354109077c4b1bc03b0d80ecc49",
          "commitment_y": "0x816b50a3016c105451a4084042b139aa646af6581302ac8ac3f2e0ef34b44e82",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xbe53cbbb3fa4dc249a2f6b24d5db583480bfa02b7a9c24d397038a6074e19b8",
          "commitment_y": "0x536d3e48fb56486e03a889d8b557acc2608fdb8351ba252df0b9be482cc09657",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9e41bb8cb5a0444a5e3e3e0ddd439dbc6579901e3548bb96046e25955e6eaf9d",
          "commitment_y": "0x91c930982c00e31e18e1bdd526de9db3e762d1869ca874b0a7866017668ef7cb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbff6d7deb45bec8bb129114bfe78111014c9243cd170a6df9fcf90fea321630b",
          "commitment_y": "0xe4490aed160cc7ab7db15a16814d81a7d73146179c9381e38a899d88b9f53d43",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x6dd17ff06cdcbd1fe10a23aeeb3e0e0c23ad8837f7bd36c11eac78b961010d38",
          "commitment_y": "0xfe1285a4c38aa7354a6dd82a3d85f8f999359dcef015094223e34dc99302db6c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc967d8cfa0d101c99451f8f8c3f982e0a118715be531c081b0a5075fd085c76b",
          "commitment_y": "0xa9a64f524e86d14a2f6d544335679b36d0ef41d477a6169428a33c35d67ebfb7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3b4614630ff6b7820c4609d1644d7d2b02531dfdf4e2a4afe399674155710ae1",
          "commitment_y": "0x614c93c5d85983a30e14714a08b944cae4e7d3d153abe57eadce5be669b7fd76",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb6e07777d1f321249f072ef6f78a5e0184f3a2b1e89635d6812accf9e26ee8b1",
          "commitment_y": "0xda0b06c413d1e14d3c3e6d75522723eefb2f29ef6b803d2fdf314136fde278d7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdff03a49b42840eff2796e7a18272bddc0e3cc67d5641bc7d51fece97211a80c",
          "commitment_y": "0xe780b495f02da01a6c2dfd91656f178178ca888a5966f07af1aac938f6c1cd67",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x945a609e8a0afc863952426ae3089187ff7b855855ba3e78b66bd549dfdcd3db",
          "commitment_y": "0xa4c1e7ee94d6a82d4afbcefc29ea015d6a2b2752864c99ee52814483bddf0c7d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x504792c4244576d63d47f1400e129d809a224189109db08039cc71d620cb9369",
          "commitment_y": "0x4494e0831c2bb6e0e65a34fc8ed545f39b1cdd15f394c24da1d88da4f638f165",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "75cbeaf5def4a0e025eaedfb7903fc1d663fae8ded1a0b92faeff88fd7cbcc95",
      "temporal_anchor": {
        "anchor_hash": "8696fc1998a6d5a6f6642aea2ede536ef7650f1acdbf004256dc00bedc823bd7",
        "chain_height": 531293,
        "epoch": 1791414125,
        "previous_anchor": "90ba4ed4ecd304118f22697cb40a0559edb44dbd5dd65a4cd34f9940a0577278"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.752185+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-04a974458c359fb3b67b6783",
      "version": "1.0.0",
      "model_id": "phindile94/wOnl2iLo",
      "observation_timestamp": "2026-10-07T23:02:04.493575+00:00",
      "observation_epoch": 1791414124,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf39364db4acdf9cd9685c5ac289fbd24fae506375aa299f9e55879adbbdf4b9d",
          "commitment_y": "0xbdd4de312dad2e3661d5fb8abba610284f25e5a5a35f954f0604922f5b6bf047",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf8c854daf75c2f057c01c3b0c73daf6dcb5dc6f0dd14161a7795631609819506",
          "commitment_y": "0xb5ffaf9d2cd13da6940e266163c570c95ea52a6475a9d781dce24f30a52a6119",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x21292bcd65024295e5af834b03be254638930728f9dd72169866ad3dd684c9d2",
          "commitment_y": "0xb37ab8692796fb51eaea71ac4355e04476cdc9e5b85229254b2ce8860fd635a5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1c123c520018b3e4e8bf5c1ce996098392c86335d00a67f300502c6ca15b51c4",
          "commitment_y": "0x90b3c7d1624a97a523f0b522ae77e46b5e7866cb1788972ef709acddbba253b0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8b0bc2f61329e1beb49df561b97ac7531a86207501c32fd6c4ae01d0e833afca",
          "commitment_y": "0xb5a28645e2b3e974cf10db74acddc9f66a2957358eaa583adae34af1699b9b10",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x354004c7bb15e4d4e46582b36ae13c0c8fdc8fb5bd34ec75439354cba5e715b2",
          "commitment_y": "0x7ed20572b9253b77308361009dc8c3d1bb5303594bb2a12c9dfba6a7549c0716",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x8310b23765d5d730dbdb0c655b8cc89c004ebac135fb107659f351c47cfef54c",
          "commitment_y": "0x8d351d9b4c317e7c39dfca713d539eb03ea1f54ccb8dc673fe9bc0a6e09ce4ac",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe5f44e87919a7889df6f3e4026d6c82e8f5f238250dca57242c219cca9c49a5a",
          "commitment_y": "0xf5cb50f6efc01b57de3e4e5b8632e1fd2d789ecad46c482df4c2bb95fb553265",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x606eaf82327a26e62557dc1bff6085ee5270516417e0150af486d0a53d744f06",
          "commitment_y": "0xbba6952acee575f0611e0daa8a352cd271f2ba736b98a56ae703da0ad35b1179",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x68edf8fdd8f5bf6c4eb423e5c05a69c0227097f9d2ae8638823bc853d45a1ecd",
          "commitment_y": "0x480b5dcf49197d39b52c067f8fff8211f5404274409530b5b3ffbc4a2a7e9d4b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x6414a3341b8577d3464b057624b312deb9f39a37bd3d8c4dc2ef44fac5e6040b",
          "commitment_y": "0x4e9335418052809943cbc2ab2c484f7349f4a1b2dc084cb87bf4520d5798b1f0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x75bc7d6027659563d65a8decda76ab9f2caabda34b1e9354972e63fdc89ef057",
          "commitment_y": "0xf46b5db2629875f9690d3761112397ca537567e31b0334e6f8a020af277e4a75",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x25e70f9318b5e38bd3cc0ed47b32af1e4a7090d24cd6184d9a36a27fa1c80852",
          "commitment_y": "0xae997f2cc5f4d249dfd8692c5251f4c1ffdc7c153c26ad618ee0826ae28b0d5d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1f673865d86b9df1f7142a0502e9cf4ee19564d9bfc0bab2c1514796a20cc582",
          "commitment_y": "0x6eb61eb495ae3eaaad6edbfa236934cff6f780a014b0dc4a6dfb26908db5543f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcb07c86f84e2da41ecadaa41f887977d156fc5197a464b28913e9ef4ecb9eedf",
          "commitment_y": "0xeacd18d70915464121277c99e63f79b7e3dfb177bfcf40b8ae12668eb21b18bb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd815827d875426624b2599665d1ebe9d84cafa0de877d3cabf18f21a0283ef66",
          "commitment_y": "0xb077368942a136c775111229825d6d8c0f5416c42cfbd0aa59e7bced6854f580",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x36026497ee8f3c743111fe8167e3e019c99fd6f437caac7bb6811901d68d2576",
          "commitment_y": "0xc3d409bb4186abfbcc399c792b35d1b4b03bb5f4aee8e367e3bb4bf79adcd9a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc253309b5b3ad94e7eba68cb8b8197952ec1d9f9b852560586e752a014e2fb5f",
          "commitment_y": "0xcaa47b489e473551c863f448f361c675d141ef2e0ce4ee5271e6f1eea4b91ef7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3c99f71ef9c5b503e963ff693f01055a34ebf32fb295f69234655d57d2284fc3",
          "commitment_y": "0xabfd1a5d7426b8834384f09bef47a7938b15cb2b7b03efda557dfb3fa7f88ea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdd3acbaa093bf06ada78d15b2e3877751f7a322086c718ccb550e6114052b060",
          "commitment_y": "0x83c1820be70f555c15a2908318ba4d15f9a0a94103f980c14718d8ecd3644bf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 19,
      "present_count": 1,
      "highest_severity": "CRITICAL",
      "merkle_root": "b0e2d01f573f74294b4705aef26ca8531958caf5c627fe4dd0f3fe895ea37173",
      "temporal_anchor": {
        "anchor_hash": "90ba4ed4ecd304118f22697cb40a0559edb44dbd5dd65a4cd34f9940a0577278",
        "chain_height": 531292,
        "epoch": 1791414124,
        "previous_anchor": "b679689ec213ace3f2fcdd549530179212e3d9164ad564ca4c27596cf834086a"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 19,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.586921+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-f59905a9d89960919f4aac39",
      "version": "1.0.0",
      "model_id": "Qwen/Qwen2.5-72B-Instruct-AWQ",
      "observation_timestamp": "2026-10-07T23:02:02.974087+00:00",
      "observation_epoch": 1791414122,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x13c3cb6ed155c5f428555bed13d50d07ff6898650f6e719a58147cd0e1886f23",
          "commitment_y": "0xde66c29cdf7f40ec7479a9fb8d388ac21ca084b518f65f386812e007a167bb40",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbed8c3a460047ae9138d549fd2fe47739c5566d454c35b85a96ee98de8c9d6d9",
          "commitment_y": "0x8715b0599d3d0b27632f2d1dff137fa2ca2a6054bc1a58d6e121761fdc9d6740",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4f15ebf8345e7fec3fee2397306004a83007aaa5237b7528d7e829d333d5a02d",
          "commitment_y": "0xead73d9cb9c65bcf711a270f9fa2c4d4a83b5d59455230a00cee030c7eda5fd1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf897013ca3bc9fcd2fa218a719b47f003ef0850fab19b88a0afd5a9561376b49",
          "commitment_y": "0x4359225e015b8149ae55573cc61d0965418afd69f1a662e1562d031f21c27c85",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9f534573f9b7266f03d70e8425201f5970f8fe1a110f92afd11c7cafef8614f7",
          "commitment_y": "0xf70d93789dcb8214ab810ca0a77a1f54bcc54aa935110d79047ff40bf7a4498e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x65d9ea8932e3e1e0582b0676bb1f338904860730f24a1cc0ed2d2c5bb7562d8f",
          "commitment_y": "0x9edb4588fc706758d22fc7edbc64dc48e021679a84d1e17706785f68bb1ccb8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xcdd3fddce1ac3272263e352fd1a0d54b8581b0359c4d868cf02cb3305314ac88",
          "commitment_y": "0x88d1b3d8bc77ebacf1074dcff9720db93762b7fdccae03d574de947f4090d9ea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8b22936b4c8940e9753001b02540d51b6d2d315cc43b25ee48a968d0ed25574c",
          "commitment_y": "0xb1c8d8f228bacded968bbb0867f3914442505010892bcabd6c5f86aad9b02635",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x96d8e0e7b1f3baaf7a5639857e9233cee2333417d85c7b583b5d9738d3a5f465",
          "commitment_y": "0x2d5dc4e508edf36c74ddc4a911219005c9180de1c57d62a37ae6a8196b840366",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7e2c7e0aa824fbcf014c291c4eb8561d9dadcc32e3d910e0b3d6bb5e5abdde5d",
          "commitment_y": "0xf88088e0863fb3a6c375f6ce3dbc6a99f828e2af62efd027385ec61b6b781664",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x44b32166eef979d46b851ed896e5f1c658688be72a3da3dbe7674ff4396f8aab",
          "commitment_y": "0xe364150e39281a343f4a4517b0c832ee2a29d4411b72ffec4281e65a80834722",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5d9c045561bddc5910af349a03cb1a747956e14caaa9138a864f80089e74466",
          "commitment_y": "0xde2db234133ff05f82d24c83a9f153a15b4dd5022a6d0a0c23f3e650be0066a6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7149600a92394b03f916f5bbc8c08f37e98ae93f0a6a9af33f123c55544c12a4",
          "commitment_y": "0xc601b2359f6a03943e318014302d01de19f6309172348513c7db3cc8b0dcea41",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x3f877ebae68fabd4733781c373184d53c7c5a4f3213fdddeaea0fe2a4287c0f4",
          "commitment_y": "0xbf0f95c0212ac33658aadb0dc45aeb2004a76d72b7603f7cf090f62a9f878f4a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7c713b26ac661b333ad6a8f0ddbf122a184166491ab64e8788c12a91bf5e21b8",
          "commitment_y": "0xef39ef1b3bdfa7f3f84d797386432d52245f08d769cebe4432853f4688e74fdb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xea1b71989ddbe75d1c24e7008cddd3a769401ef5b2cffbc24a31543da8c08d21",
          "commitment_y": "0x74df17f01028704b33ee1d8d0da732f83ebd0a9169ddaaa573ac5b1a46cecbc7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8fdceecc17621d9060abc9ba00a399ce5eb5a97095aad597fcf8c38f1f65105d",
          "commitment_y": "0xd8ae401a0a37620613c19dc29bd213c24b0bfb2dd6b44b961656302f5c4b849c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xeefb728adecdaaecfbad1375a6a125f3292b914cde180e18e79d97d5b79c3a45",
          "commitment_y": "0x6d0b67538143bd6aff33ba0b37dd9f4e873f93bb732c74b5217e4a0e98ef3fdb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa2c3488ae1dfa73a1ddbe90454a484e8ee9baa780a10f8348aeef619af3b7a",
          "commitment_y": "0x5f5a6ac7a0138bb9575e7e3bc8121e82bd7cb96e672140c30af8bc99cac0f267",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1dc07a48fce6fb0f69258eb5b6a3d944e595d885396f97da2a7deeb9a23b279a",
          "commitment_y": "0x637ae9171f293a94915557fa60b0ba3c035408fc2aea0637712f49249860f90f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "3d2be931811c0d190726ebb083c062b5a39f2774e063ea373e9c81731a6c2985",
      "temporal_anchor": {
        "anchor_hash": "b679689ec213ace3f2fcdd549530179212e3d9164ad564ca4c27596cf834086a",
        "chain_height": 531291,
        "epoch": 1791414122,
        "previous_anchor": "462e0daa1a695182e4a58c68cbdf12a20b33f987b20aae30decae1948cc095c3"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:04.257702+00:00"
      },
      "sonar": {
        "provenance_hash": "92d7abf44d3ea8d259050ca6851cce668f3066d0b4e410cd4a048b1f63a0af9f",
        "provenance_score": 0.25,
        "base_model": "Qwen/Qwen2.5-72B-Instruct",
        "license": "other",
        "training_section_present": false,
        "declared_datasets": [],
        "top_dataset_signals": [],
        "scanned_at": "2026-10-07T02:00:54.259333Z"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-27fe12078bd64c7b7d94d332",
      "version": "1.0.0",
      "model_id": "squeeze-ai-lab/sq-mistral-7b-instruct-w3-s0",
      "observation_timestamp": "2026-10-07T23:01:59.743361+00:00",
      "observation_epoch": 1791414119,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe2ad0ec3fbf336021f9717c77835905a4149cbb11a0f251d2eae0a38bc087962",
          "commitment_y": "0x433cd265d7bce949ec3649a9ed583c7221ade8642f77b95e1fed950be8722367",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1bb63208c13b79f0d2d1f3a335601a99b2254615538e52002f5bf39d8ff6380a",
          "commitment_y": "0x9a29f08ebeb27583c9a3d89cc9fc78233998a61b4afe5aaa61b4c479ef836bdc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd9ec9a50c6ba568d4f925110e096f273a1faf853fe6d2c3b21c9f58543c59ab5",
          "commitment_y": "0xeca27e5cc91fc3b3d2900d9eb4548d314c31dd063bd72f1cc41228612f9dbe8c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa9b628e795e059497aab4fd78b43bc9f9416135675fd1172717e0b98dcccc7c9",
          "commitment_y": "0x3131e7b3a89c156e636e21574fc9d80920348a9aaa8114819af9ca0ccac4271a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x14944fa679763e109e667041fcd82b1a6e257f3a08d700fb46ea61c9fdd4c7ef",
          "commitment_y": "0x360ea08f8c4ee5401b153c6a9ddb43cca8f211c261d795cbbdf314d7f517df7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb6a04d551f363c203f61f11d1385942966a6496b38d0f11e9b3866102960fb93",
          "commitment_y": "0x2e2ee9135b09f6f368dc769c7c73b5ab170cc882ab69e8192daccee2a35968c3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xd63863cfdc15c22853e3eebcb3f477999169b040b2363fb47013c6224e76c4a5",
          "commitment_y": "0x3bb1f6bae3f9971ce84565be8247e3cf6210d2bedaf2ce94d59a5cfa7e08ad77",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc7726ec9612875c86e9aa860c6e95eef6c948a503965ed6db214026886c31f8d",
          "commitment_y": "0xc8fd7640eed4bb97f9c0f6e77daf5bae5cffbc838cf17a795f294c547f01a8ef",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x96a32cf16bc3bff5cf81028fa8f209382c465ee3b2629ae5dcbd3b145a798cc4",
          "commitment_y": "0xf9bf16b83f4d8f0d5cd7e5d8a5c384ecdfd837132968bbaaaf8ea5128ac97c43",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb22900c8aeecf39d18ac47c4d10ba50c99df0f096ba9f450ad35435c2c9ce119",
          "commitment_y": "0xa15075de2256750f674165da005a306a94ee90f18aeb83582611ac1a5768881e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x29b8f3a4697d4e9b28fd7e2ac97952456ffd1f790ce64a7a111ebbb128983dc0",
          "commitment_y": "0xc6da63f5273926695ad0b46343a77bc5ebb3649909a40ec97d888e2cfa138bc3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdad84eabe5b69909cbe2b9ab6c321bc0fb5fd1c9da711e314c6784e2498e5d12",
          "commitment_y": "0xec5491b5b8d9dc30fd937a97646ed3503da0d7fa75340f3b33d8515826be718e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x15e1ce72ba3af3ecc5a40b8487b537fd5db6f87dc81a9518769cc494e8c08f2e",
          "commitment_y": "0xcc24b263fc512e1b861698f0c3b55dad765b6dd8deec876e04d828d3b85202cc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4d2b5810d7c977e33d9ec7072abbca70bbda3586309f4f2885e8634cf121359d",
          "commitment_y": "0xb04afca39bba36611e1fd98a84e5ac5070c64237c53756aabfd80d8f9b32f904",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf1c0408fae703b859974aa01028d836ae20db1fabc4b6ed777b0098a68b61fb8",
          "commitment_y": "0xca87cc42410c7e0447a97105b93a208c4689f9e02dbfb251bd82c278840141e5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb8ba7cdc5c9a6343ca126b7e052834a53e2b147ba6c497140368ccbb1db2d937",
          "commitment_y": "0x6790aa7e460e304ad3e631e25541fb107679256ade8c4e48e1da49378050ee73",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9223a5849da4905be9830f7b3a7815ef878df990c662539e20f769adc85a6d1c",
          "commitment_y": "0xc60aef01d137bf4927b58e67e141a4385c2f334600479335e7a4affa6a7cb613",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x67939083cef8b9dd13845f4677a233db35e906c2a27a142db99515e763961c33",
          "commitment_y": "0x58e9d27ec1893d776a2d679d770b3334b281c54dc35ec87fbea66663a814eca6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa6799a9e73acb83c12e22d0fb42464334bb2ac5bae0e919887d19712feaf9064",
          "commitment_y": "0x5889f1e5e1800568e90f74e9d5d1c74fb8c1ebfd96376652f56779ea3dd34ca3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5026e40e802f2346c5a5459783489571d80ad6ed6ef012dda53d2798cd323473",
          "commitment_y": "0x664ca556d7fc6c57110a104c72c2bdfae1951f505676733639b087e221ed5dd4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 19,
      "present_count": 1,
      "highest_severity": "CRITICAL",
      "merkle_root": "8fe9111fde15c3692eea18745ca99290828189d8462078739f49734bf6a5837e",
      "temporal_anchor": {
        "anchor_hash": "704948ecc0887b5c0896fc182a89bbaf50e14adb2aeb04880b6bf241368ae8f7",
        "chain_height": 531289,
        "epoch": 1791414119,
        "previous_anchor": "9e9461ecfe7dd689959f02483cd7f15e530210863a3ed8378fcb1d8a5ee5084e"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 19,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:11.287684+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-6aca2f478195e0ea44a9b95a",
      "version": "1.0.0",
      "model_id": "cross-encoder/mmarco-mMiniLMv2-L12-H384-v1",
      "observation_timestamp": "2026-10-07T23:01:58.284607+00:00",
      "observation_epoch": 1791414118,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf06eaea4b536590f6af14ee03c2f273a84ee8ea473034a925504407cac9b9138",
          "commitment_y": "0x5c1cf9e96997dfe2efb6c34243c3dd66ce6e95bfbb2b23c022a75498c22a2c7a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x50409482632ccc133b9e85c1e3ee232b50d0cebb615be45680c08192786253cb",
          "commitment_y": "0xeba0e170a9e4c54dff0252ca09b42928f342f20df3c9c55f26cb3ed76e840c89",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x248559bc56215de74bb14c7720735a17e49ca860e066ab35d6e6eb97a4339305",
          "commitment_y": "0x853374eead6aaacd0924febd4bf912583f63b12d5d6d06272d742d0e0b9cc97d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd7680ec8e0df7c8dddc206c19204cc9ff89df66bc7cf39623b29797fe867d667",
          "commitment_y": "0x4b766b9b14f066c0a8eb8710efe93835aefdd7cf946b5602dc52011aefc90274",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa50e06b8f1c560960187ad35fa7cbeb3f056afdc374633642fc81b1908292a9c",
          "commitment_y": "0xd6e7d08fc800eb428c55ac06da3e2ed78fb44e6dd51c442b5b972316c450b9b5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd279141ab30f7d7382649b7556f4728e7468754ca3a4bb9c9ad9360bcf4bc0aa",
          "commitment_y": "0x561d283b5d983e4a2cee9dc6c8e9b51e780fc84d12b669b108bae9474b7e651a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xeb744034b47dae329d73bc8705562455e1967388cf92926bd9e2c29d2d440e03",
          "commitment_y": "0x71b5951b9e3e6ec6e47ed284a47c00b0cc29c5b6bc496809b3dfa66d324e21f5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9be13b01670912adf51e1d6d11965b5a09270c7c3a0bda710bb4f55288aca113",
          "commitment_y": "0xcb20d39cdbe9b9a1600b1e0781d8df87b546207f3a70df57f74032325521e618",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x64d324c6075609ed394a47ece0561c997beca2d576932888ec946d276dcee8a7",
          "commitment_y": "0xa81ccc8c699181c3933968725102efc1d2615edf76470571ac37346c2b77fc86",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x453a74958f782b0d3493239e5c881a3361909a659a3feb41f3291e9310b7de54",
          "commitment_y": "0x58beafe8bb22f08f056128f50eb3b409269a0636b30ded1293506e45fc2aa47e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x55c0737a9da3f3e8f0f3bd90763540219cfd33d0b58d7a9356b1a4c162bb2913",
          "commitment_y": "0x57b49e365e9d7286bd5f5bc8e3dc3e0e3fef1e6a0510e657fee3be66905486de",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd714b3229a2a43120b07af08a21b9ae214adeeb9fbeaf0e4c13d52d3eaa82319",
          "commitment_y": "0xcfa10b752c7278f94b211e8129f576c76b40b9663fba7968d6edbc98ff41832f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe1997e8e144c96a74e8018d95c0fd9215aa65d1a1bc9a71d6fb749a872875fba",
          "commitment_y": "0xa80533ac548e5f59e40c9708f7de07b52a2aa2e12b56e5f5901ea36e33dc7c1b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x78c52ae9f8d7d8ff954b45d22ef015d4d0b60459a13fdf09342f43e6d94ddca",
          "commitment_y": "0xbdd0b59ecd91cd0bb5ca05635dee7c8050410efdfa2ea23f1e15d4cff70be60d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcb1370f4f8415e022f9746cb94d3995ddfe89dfbce6c09e5f0aaac82e2dbb3b5",
          "commitment_y": "0x196c984407c5446b00b04f0efe8a5087e8c353c046894e3b7d1fe8e71996394d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9f017b543fd57725d43c73cfaae8ade6d63aea000994cc3830d9fffa034277ff",
          "commitment_y": "0x5b7d6dbc0f887d2308b3e3827dc56e7e5e23b863e0b523e0fb12c4a65e62430b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1598165e680bbc5bab0bf7347f7d8d0c1fae4487a6dbee191c689c411fa80f38",
          "commitment_y": "0x44f769f167c5f16ae409d81cf1db9688a9c49f2435076552112528fb7026b5da",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x763161b186e68bf0f1dbc7f7ba5949a10d93e3837ea1ab8b9795b8a6d2431d47",
          "commitment_y": "0xbbb4fd491ca1b837434716a78d03a3f5d6b9d27769c44532357263be3b45402b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x855592619493fb959932177f497f89220ba35fca1878982f6ec5ea38a6cf09f7",
          "commitment_y": "0x50a8f182d492071c9a2cfea3cd1a59438f6d48976f3ec35351407daab02658dc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4286f0d9d97befbc8b35686b7733f31c9dbc9b191b42c743d5ccd943cba57998",
          "commitment_y": "0x46c0ea06f85e2e35d851721b06391c92bccbd02c08005bedec6d332a49c0cf2c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "311ff0cc57b36fcd9d364b9a6919d08abc2c81687140bf7aa1b08866ba4684e2",
      "temporal_anchor": {
        "anchor_hash": "9e9461ecfe7dd689959f02483cd7f15e530210863a3ed8378fcb1d8a5ee5084e",
        "chain_height": 531288,
        "epoch": 1791414118,
        "previous_anchor": "f2d2c920ba4712b4c06a5e6cef0ed67871ef5090744f6a328d6918e249835317"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:06.636138+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-f7865d9c179cab9c49acaa6d",
      "version": "1.0.0",
      "model_id": "IPEC-COMMUNITY/language_table_lerobot",
      "observation_timestamp": "2026-10-07T23:01:56.737241+00:00",
      "observation_epoch": 1791414116,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5198963ac561b6efbed4e0e3edb8414efe7ae25d9a723001879d95f250329bcf",
          "commitment_y": "0xf3800f5f2e710ea52dc4dfe6dd80d20d3624d7cba77d5b2299f21122cf25f71c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4cf3d31d8c05517230515502a21c270d90629019ad69ad743fdd866fc5b5dc29",
          "commitment_y": "0xc3bb9dbf6054991918cc8ce0b3ab160bc83ba246e2ed0027cd10f8bb59036aad",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa6bdead3bdf5c8a8bee5fad583347df45feff0e8f9a59d0c10a5f0895e1c2152",
          "commitment_y": "0x8a956e59906ef0e1b2333703b74aa2b5d184da41694a95d4173d5144544c8b2b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4585b6c3beef30e5b47ab1e19cfe322f732fdb4d47b25e0d8b8f48356b5e2c5b",
          "commitment_y": "0xf21d5839d2e14fd6109b21113eef76e3295f2554a7f9c082ba9849a83ae0c124",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5a29efbde3cc15805b427c8e526bea59bc50a698b5d8e8596c45cbdd4f4e9e04",
          "commitment_y": "0x73f4ee4a1b2cc0ea45c024145e47abd93fc63c1a8beb597b0e4eeacf22785a0a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x8acb3e1b1563d813dc30cbb5745859f5dad9c8d2205c3380b7abd5ac2a5a58",
          "commitment_y": "0x4202d0789fa29c7752b04637e15ea52023953ffa6ee81fd53628e25ec0540738",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xeb72c5398a3608df60f147183e2770dd356b17fabd819df4998efb5476192959",
          "commitment_y": "0x7a0197eb9e701249a65a0ddd4bcc469fe6247784a72e66065032eb533216a438",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf1a30414b8c7c1d3a5cdefe39eee0fee87b8f8d113b020e5ccbbd0a6f3a287b2",
          "commitment_y": "0x558d36e49fc9bea7acbe3b6793c9e1fbcf0eaa03fab0be9c3d23bceaddd36ed3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf29476c3138c22df2a1af41086054b00aaf8d125baadfa637bb4beebbeb41156",
          "commitment_y": "0xefe040c55bd626bf7915d3ec1a7c63a4fcd18a398634f3b894d6ec3ee4c1648d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd4f4450a3c2e195c29e7f79590fe2a8efc181e224e1693479c0de5133d9f7044",
          "commitment_y": "0x958d2fa4ef17fd0e077c365d2e546987c1a994f81e44f0143c2af94d11a91063",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x24b0df465dd9682d1b960011119d289bc484e89695d7393aaae2b7147d7819bf",
          "commitment_y": "0xdcd1208128af8bb5a780dde7c18d339bbd955edb8526721d25e3bdb4c14f4c6d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9752dc893ddc4eb5e1d040ece6e432d69af4fa9c632fba2db77dccc7be1bb1bd",
          "commitment_y": "0x1aa8af679a861f511b8f8ba125d24a3bd85bb4ab99480558a0ee6c1dd012946b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x953be7824d525d14c7680f3866261a3ee3ce965831c3d0d94ffc58d4a5cfdc7c",
          "commitment_y": "0xf72959cc29242fd98558dccd0d3eae7f7cb1e93c9e67f56f52abe0a32378b9fb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc1305dfc5e5300930518178a40b81c5625126f1c64dd1f389841a5e8a9c715ed",
          "commitment_y": "0xd0fb5f6d34e415fd85b62b32804d840f9c0b63dce2c0e00baf0bfba35dd9e06b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xaba53d6ed407274bd01b260625a0538da16af14d1f3432d44539fcb0171ef05a",
          "commitment_y": "0xa3ff724204e5344a88f9948291e0a90e37d3203155c120bc082800ec6d8c8d3e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd1ee97b2128150d38fe42c7065d14179e789cc9393b6aa8bb7de8ac7a1ac6c7c",
          "commitment_y": "0xb4e2c8e64e8ab2bd9711721a021e8f72a3458b8f548529e87565e6a84dfbcb30",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5d68d458e08137f0ea368bf8750c90a0f77de09b39ac8b07809377c7dc02cb86",
          "commitment_y": "0xa9469057530efe9ed8584dfa9d37ed4799d0bb54420c2554d0062eb835d19b07",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6c4cd2288d6bd93e1f4410e60e236357640ccb3717a9bed9d3e655286e562ded",
          "commitment_y": "0xa7edf67545594ff7697b877876fa314dd0b080326ed50c80e44d34e88da5a51f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe2cbab50b43d8ff4342f03f2b48227aaf227278d2ae7e06f66aac69b003869e4",
          "commitment_y": "0x9eb500fd34f479cf92a49cfb2ce2c60821338b9fc54c33eff1e2c9df1bea494b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd719395a98e97c95ac4cf49e65fde9893809fe22bbd2a2086bdbbfef4b7bde67",
          "commitment_y": "0x10b126dfdeac0ff967c8ba131b2df01866d01716aabffb8bcb234e5e905376c4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "d087e29f7a7c7d9a39ede5acc75a65e801ef6b9c79784bf531b598dfb6e83768",
      "temporal_anchor": {
        "anchor_hash": "f2d2c920ba4712b4c06a5e6cef0ed67871ef5090744f6a328d6918e249835317",
        "chain_height": 531287,
        "epoch": 1791414116,
        "previous_anchor": "933e5d6fdbbc70d81eb449dce011d29072d8862afaa3ea5a9872cd2897349f52"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:02.891813+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-50b835abe2ea050a0a2ac2f9",
      "version": "1.0.0",
      "model_id": "01-ai/Yi-Coder-9B",
      "observation_timestamp": "2026-10-07T23:01:54.445685+00:00",
      "observation_epoch": 1791414114,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb5ed9e33394c908a8447b737e3770f8853bde26d9feac04860fe95500bbf27b",
          "commitment_y": "0xc04155e04a834f6a30bd4fb35a75279997665de575268255bd2c83064d97468b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe94dac2e5ced7e4c54976e6d4c20307dc8f6ebc9aa2ed824aab36dadb0bb558e",
          "commitment_y": "0xa68f918b2aa8c1e887b1a5b1673987af29567c9445434057143d3f65988313ed",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc3841abebb5d55fea8262a3531a5f9986f3c62931bba5131cda77f8d773c8b39",
          "commitment_y": "0x7d6a132b718ddc18fa183b0de93366fb366ad07caf75e4f5e4a504e89c4ca354",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x576f8573227f98dba34af2f708d545f8245a6f59fe5a8d5c2d967323fbd15471",
          "commitment_y": "0xae7d41bbfa49d710909cb99ccd15c8e491dc89c10ebe94f65c23e4717b5d149",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa4c130d9c8ce6186aa5e9310e70ff8208191468de629ca091e6e1d0b6e1aa0f7",
          "commitment_y": "0xc322a8d3453c322808f744f988a99ae4316f546a9e80441e49566602c5260b3b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb67617eee6fc773b3edfe5806cf6737c31b25fed1173099fe220c32677292b73",
          "commitment_y": "0xd98f7a755d6080d1f316c6f0e12e0ba843bd41e53ca508f55e8c2c0f5df1939d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x90aed77e71aaaae571368651804034c2e0af9585720e7f042028de4fd30fa0ef",
          "commitment_y": "0x7e302e05ee9034421bdbb83bb026c81132e5ee1a6b5cbc871520a097920e308",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x947e72345ab48a8acf4187555a8a9252e8e82ad86ccf0d5c9c1ee78b592d9693",
          "commitment_y": "0x88662d0a40b93c550fc33745756951bdce54641cb2066413d08c8c2b7cb1b84e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x26c04a0bc045f4eb91e6526e3f5d78d7cad4c5a0a0afeb6e8008f1abf3c9ea1e",
          "commitment_y": "0x66cee007e8d72ac61c3d2b1cd81cc3502a886f20d4521ce50e09713c6c488beb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd3d1325bfcb64045eb43e73546a0235d0e36ddfcbc119367214884a335f118d",
          "commitment_y": "0xe8e8893af4b5f4c25c5df9767d9e373c5cf96e2bb34ec74019f2e99d7cc945c9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x677a2bb7775eef2875955bd4a12cc120cd234e12cff9c01a0818891838918c8e",
          "commitment_y": "0x6a16c8400533c65a5847c44789e508c17af176f00df1d1e8b8ebc3c10bb21316",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1b1b4d777b66889c809df404dc284654090f2742ac5e6896da3628fef83ee43",
          "commitment_y": "0x461f6ff448ae6ce7ccc02b85dc58f1b6ddd333dae7eddaa850675e5bbb76ed05",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x15bfc9ef5e99b15abea3134e2c6bf44396aad0acb1bbdd28500ce1cf89ffafb8",
          "commitment_y": "0x131f8804a0db0df251fb9cc952e347b96eac290a77b2bc8dabe60db738fd5dc5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x41b74d2aa6005f529e8626b8e5c387d63245a5ab03a6f87ea5f303ad7d25f890",
          "commitment_y": "0xc3829dfd679bbc57dd2577588761cbf3c49ccf4dbdc44ed389ce8ff4980b5add",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcd12375cfe7c6be099c146b5eb7f654fd02e34dddc4c370aa4cbf23c8cc742f5",
          "commitment_y": "0x2dab9dc03e34b9f31a3967c841ff4b2725273caa1bba06fc0856fda4424d8d49",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x65c3009dc83fea87765c06ddd5afe20f4eed2f5104e4836f60c7c9b75cb0bcd9",
          "commitment_y": "0xc6a51d17f5f9fe824cdbd421408693d9d9bf44851d799e0bae8afab5688a1369",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd9a61984c7146863ef1d2493453fc705145d05c007bb03ea23f97777d762bc27",
          "commitment_y": "0xfd3e8994684922e0960f6372833e98e39548eb6c66d629f3119313dd3c737972",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1ee8a00c14bc53ef1305d5930ec893de8cc9f82e41c11824cc3cddae2a96357a",
          "commitment_y": "0x6d66dbfba553940d919cbf895b975e1a289cc32b0a790f846927595fbfeb4dcf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa73e1e51642756d89a1b3395f65ee002cb95de41e62ef1629295133f88ab569a",
          "commitment_y": "0x801d8b33fd352a3f75971ce3089240100e916cda0c227299adbf072538f524e7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5d2b7127a7b088a03baf792f301f76028424872f49ee634f2dfebe76e7bc87b3",
          "commitment_y": "0xcafbdf666231d9afd6a31bba0f8fd36920f18379e1e3957f8dce89e5c2143d45",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "5650008f8c442a603977d7870bc6df19bc0b3212c015a7aeb5c0470ba91fe60c",
      "temporal_anchor": {
        "anchor_hash": "933e5d6fdbbc70d81eb449dce011d29072d8862afaa3ea5a9872cd2897349f52",
        "chain_height": 531286,
        "epoch": 1791414114,
        "previous_anchor": "f3cc117c05594431167e7b25ad7f452aec539d44f581e697ab184a5622dfa455"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:01.308589+00:00"
      },
      "sonar": {
        "provenance_hash": "733fed7a49384aa9dffda975629519bae58c13b06a77bf2d76f2b7b735d4cf45",
        "provenance_score": 0.15000000000000002,
        "base_model": null,
        "license": "apache-2.0",
        "training_section_present": false,
        "declared_datasets": [],
        "top_dataset_signals": [],
        "scanned_at": "2026-10-07T02:06:45.575966Z"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-a840d8cf1c253dd345b011c5",
      "version": "1.0.0",
      "model_id": "sivadharshini/qlora-finetuned-8bmodelk1",
      "observation_timestamp": "2026-10-07T23:01:52.878334+00:00",
      "observation_epoch": 1791414112,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfdf6a32f04b6057f1986522e3dfe1527223064dc261fc823c7934bfb4ae466f2",
          "commitment_y": "0x8d850a8dd77532ea176d78c0e49207a2b9a78274f67cf6bf38f1ccd766b7fdd6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x80735406136faba29475220290ee166c46ead902d34b4be617b5a966ddd90644",
          "commitment_y": "0x768609ff2c46987dd396182ea6c0ac3162b4e4e8b55555adfb0adc580c6a6bf0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xec3f15586b1a2e4e976f20655493de0b3809dfd0116b2ad29108fb12a838cfd1",
          "commitment_y": "0xa5c6d6fd56c98f10f9bf16c77a3cd912b0bf1c2dff394fa5ce85292f58e1cadb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3fb0782f15a6a66277d73d921271729c7983abaae5f0104b335421599dc5b7f8",
          "commitment_y": "0x6cd2873d08423d95b1d9993cb3020776727dfdfac34cd7fe18e8d9017a6a020f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8a8132aa72b88b8942dce2fef7aa614d36a9225182879d17c2f9b2e278eaf020",
          "commitment_y": "0x55afee271bdbf385ad8fd98f9ac469900b7313df3bc6064fa937bd50edd40358",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xb596b127b03e9f60b09c1272163be370be232ad006e9d45edf51fabb00af6009",
          "commitment_y": "0x448bfaa93759e3f376565f168c007fb2d7a5a2302f3dc72890a952a9997a2330",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x480e2e01011a219eb57d7e97ba7a82fea63d6600be0c4ee8a7f1b48903abccb4",
          "commitment_y": "0x2c79354a161fed21892a9e7f75769294c361a48f2b1a1bacd3dbdea15f62888a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x39c5f3ca369100e0f3fd5c084fce4bb01c9a35f075ac638d5725e1986c049ccf",
          "commitment_y": "0x52e0ccf6f90e79edca07dd948bd0f9bb7615f8d555211bffe49c475099904afc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x515a395a02109cf16d2e832e7a80114f9353ad43f9ad6967b54088987d54b397",
          "commitment_y": "0xe527013498d8dae9d67a09d9600826c277617ca4a0329761c8291f8af24ed7d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2ae8077c9cc7e976271b84aaac56bf663adf2205cc7b1057ac9c72e10ea0c7d7",
          "commitment_y": "0xca3c76fd8a31265d0015907415997cd7990199f85769cca503d0e01a4dac817f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x2a7ff0591557563b02bd4c47659b0851465bffb4987817fd34b18a0bb4e6da89",
          "commitment_y": "0xc10736463ee4849b3fc4f36d5f1648bd317c7a480361472173aac8e0d0314de4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x74c20f8b5a01cd498da2dbb84b78535f70b48738a4d28aef286b50c23ae8d11d",
          "commitment_y": "0xc300e832fef9d43c4db5308ef13e0b3566b4a2a63b6995a39030fd11b7c5a7d1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xa84b75eb892499d21bdf2791db74ef223c23cdbcbfb84471467460a0514c5f3a",
          "commitment_y": "0x11b60ee45187c1055493eb6a757deca670d0741d2c8a43f9512b835d89d998b3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x355dec83a85ca8aa3364701bea6fd933f50c0efa8591b1c64acb3de6599e8bfd",
          "commitment_y": "0x5e1d5c0481d6622941ebd0d7a41c8fb9ff924d76c6159b0a06539559c601e782",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x9768fec9473ef07446720c08f3f7d8bd6fe70c2d3e7e9ec743a8da7f86c7603c",
          "commitment_y": "0x228e565d93e5980d07d8ffa3d93b4b1e2b3e6d3ecd0e448105717441c140f209",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x48ba8fb8316dcc5e2db1f68b028b0921d5e2c4eec8fdf4b8cb0907571e3d4115",
          "commitment_y": "0xdd63f2e9f55ff7e199f98108ee087e22db282687fc17f734152c96c483115716",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9b0c9f69d2aeb676c33a8179980e1e9842a93fece5620fc67f5b05df57930654",
          "commitment_y": "0x6e9cd31fe6b6e1d551ba4f4178f71ea1cec2a0e9c61a25473b8266e0c51eae48",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x472fbb7fb33ea7204f41de59a0a6c5530ebe1923eefeaecc013f3c63f2709e5a",
          "commitment_y": "0xb51a9d4ce42ce4eeda8daa0dc2765e8dc367eb897b58014f0eda1a86ea9b938f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe9f8cf7e343193d3f904fea396f1b7cb7f92b13db85cb58fa45f596303a547fc",
          "commitment_y": "0xd42b9ba709a77e638bd7389b75071677a3c2950e8800283b873d1c0bc134483f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x41376e713eb05da8add20ee61276fb73163f48ae3f9127f3cbe3d36a56c5addd",
          "commitment_y": "0xc3c8cda2464f30e86b2da15b522890574998e57274bb365df60ad8ac6c87c7e7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 8,
      "present_count": 12,
      "highest_severity": "CRITICAL",
      "merkle_root": "38d5893255a2102a4a914553b2b109c16de48d162d7511faff20dcf9d5cedfd1",
      "temporal_anchor": {
        "anchor_hash": "f3cc117c05594431167e7b25ad7f452aec539d44f581e697ab184a5622dfa455",
        "chain_height": 531285,
        "epoch": 1791414112,
        "previous_anchor": "a3c5b6b6d8db7eeca25415f675a9cc9c62ef1b5497dcb2f822eeb1c883c8d44d"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(c)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Principle 2.4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 10,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:11.221459+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-daa28ee3ec445a77a7cf89e5",
      "version": "1.0.0",
      "model_id": "microsoft/Phi-3-vision-128k-instruct",
      "observation_timestamp": "2026-10-07T23:01:51.238180+00:00",
      "observation_epoch": 1791414111,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7d2c79bdfbca8acfe8a7d38844418feb78a6e183731e4c82092fff9f08ecd1d0",
          "commitment_y": "0xf5e72354bc82c64a3b57af4b50b79015b21836c0d6c0555cad551d9ce222785a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x996194bb83a7c1bff6369254fd8eeb248a03b957f63e9b0917afb8b4a504f6ad",
          "commitment_y": "0x6bcf189747bec5d0283e9f2533d15e0e65affd0d7c0492f942471b98c371f774",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x8609d2a36fb91f511dc1a5a2545dd16e4eb10a4a9c1bb22924ee13d4c65ea7c4",
          "commitment_y": "0xa19478a992c0592901b75483fad1997c1e56d3c8de3e3ea3ece552a548698721",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xca775c8b559150eb9ff1f7e539d87e41044502cea4bc693ea921f7cf90c22465",
          "commitment_y": "0x467298b6b98767917526a59c78ed9cb23befa6bcaf1f15f90f04fae11052495d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4be6345d2b676a59e99f2028ba9d0f0ba9c4efd3ee023979a32b9ce1eddeab10",
          "commitment_y": "0x2cbaa730c4777fa7998f150393f67a327808e8212e3f12cde37cb92679febc1e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd65c6b67aca75b89d848caf5dbf675739216566d8c4340cc596e353fe247e427",
          "commitment_y": "0x5dda12e0700bf01ff6b4983fd4d02107b0a01b3c0b3dbda023903a83ce6e01eb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x8bb1dbc3b9b31a7750a25d23a387b2c9e7b3be78a4cd8507be7920d9fde2e70f",
          "commitment_y": "0xacfb0935a3fb1cc1686fd476e3ba2127cf23f1cb5c65c97773c87c01d3b5663b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xad072e98a0e38c1207146cc17d00f29c23fcdb2e2477158de9105521d92af098",
          "commitment_y": "0x1b765c548bf6eeb3c583ce20ceea268eb3f53a258f8d83a6a7d1621a7ec4e445",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x912223b3e1029d8d8aa8ebf899141efa1c5d68e58efdb12c9688fa209a1512ec",
          "commitment_y": "0xac363e67b658515c4494950dbce610fc05c37bd5bac001464f522c5af2df2112",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9fa599eb1031beff2a876a512931897b947cadac12c3677b58651bf47b988a66",
          "commitment_y": "0x1d8e72db38f629dd9307a4bef03e894f146ff571e638f3dd64cdd72451f20d40",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xfbe5cad256defcc08872254415381c42144ff8d02ff0c8e063eb87c659eaadc2",
          "commitment_y": "0x44482f234899d46150974730e23f5ada1e7a50ab08c686b44abf389844cc190b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd4e2b2075312ed606dd805a4b0907bc8cbb280a4ca8c973af59756dbea57ecb0",
          "commitment_y": "0x6eff984a6e3f393e179151688b30462926c5d84273f6699f02ceb7b468699ae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xce1fc9ce01a84df7a7fe05a2d2a016c126e8bf4c9cf8a441e427245a182eb12c",
          "commitment_y": "0xba1b43e549dcfb32f7bc4a7c677650e5aa88d6b40dbca456ac06338553130d25",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xed4895172d520753def3d6056d1da7d2fc2c00639f302eef1a856f5adfcfa9c5",
          "commitment_y": "0xa89af166b38cfd8d11ed51ba2e496b926042adae5a7dab6cdfb22f9d6cac4594",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x8189d6f41f4997f2e5bb4cac9692e136c2c79aa14ea7b0e472eecc0a7420e580",
          "commitment_y": "0x89f4150cc2a3575c8965fc2a5809ed4c8b2a7a2654b29e81d289cb06250f4e3c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x42da9666e38dbde3977439d561050f085645a01ca1b2442f91e31b676c7f3e5",
          "commitment_y": "0xd1d0e6b28d87db2625c5e37111b8c894281c960c439f8c93c700c9710ba71a29",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xda9e4aacb4e2478806598481260b5e808d77320d94157716cec464a1745c6207",
          "commitment_y": "0xa866ec30311184a3022b1992c1bdf9963dfe5eb4b2b0fa3219bc3256b72bc77d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x517be647a257c76e929cef734ca0a9a80199de78bd5d282e61f8de7b796f69e9",
          "commitment_y": "0x6dba6a3b8985948605cec7e0c492e3890c66d5f244641c8ee77efaae5fbe424c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x17910657668c5b27448048e9c0fde4429b26760dcc188f0626bea2303ec733ed",
          "commitment_y": "0x1262c4cbb398701a13610ff7e15fb4a4fe7b1277871ea3f98b2d0405c63a740f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd81d5112068b6286cc06664b3c41ae00bdad949a225e53ae85a8d8ff5ca3067f",
          "commitment_y": "0x8d5495e54f8f617ef8865662f0b7f634f96143ca35909ad8aa0143d12b27ac85",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 9,
      "present_count": 11,
      "highest_severity": "CRITICAL",
      "merkle_root": "c006de8ce913691464377c047d43dc98e9f33fc42264874c4cb194ed294b0792",
      "temporal_anchor": {
        "anchor_hash": "a3c5b6b6d8db7eeca25415f675a9cc9c62ef1b5497dcb2f822eeb1c883c8d44d",
        "chain_height": 531284,
        "epoch": 1791414111,
        "previous_anchor": "6643abc76fe0c7d56c0d021f9e2f56ee076b572652386beb1f61a32122fffb8c"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.252722+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-fda91ef9ab47d40d4d96ebe5",
      "version": "1.0.0",
      "model_id": "teknium/Replit-v1-CodeInstruct-3B-fp16",
      "observation_timestamp": "2026-10-07T23:01:49.738873+00:00",
      "observation_epoch": 1791414109,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x250e5606bbab0d5781fcd669304f728f54cba273a5196997f7a44f5b06cc7c77",
          "commitment_y": "0x1419c0ca128fa91c285cfc5bcdce1d8a1fc4225f846a2681a30cd8b4c62b2357",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x827d8b6ca2bcd20780c2a06048f67df5f70f9d6c8f316dc730692ae376bfa01b",
          "commitment_y": "0xfed20c85efddc2187428a07fa3f44a3e207650112bbf10c77364e7098fa7377a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf3422c807dfd688299f21911f49d0c9a0160604e01dd1eb92748cfe04ced803",
          "commitment_y": "0x117bd082ab3e965d3eaaac4904fdc5b968f2fbea4b9a76f8d6a00d3bdeec690f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x91827046251f06f7603398bb45ae3a7f396b1652bc65969bd11984668d1d827f",
          "commitment_y": "0x78c823537b44c50174220fe9db613a41d6e94d72f0335ba95811f110430b9691",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1f62c68a94b1740344cc0e1de3237049f39b50839f17beaa9369301418ee3bc",
          "commitment_y": "0x172e81a2d900c45d8fe65048971b1c99a500ab00c20bbde34ed171b753df80bf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf246933864e23a5d5f82d79f8957ed742d7bc82f2f03fbb4e10ce09aa5a85fb0",
          "commitment_y": "0xe6f61507ab6b63a018feeb5bf4e006c5059142769c52143bc879ed3bc0520a44",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x4f128e6a7a91f16c4204a4e24b2d2a38b322aeb9e38a3a10e44246c50f18497c",
          "commitment_y": "0x7b347033da15acd65505493ad4145c2dde2b5813539e4ae89ae383b5d657e6b0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdc1ed18cc213d736e2662ffdb9c6451a3a377491427be58768fefc9d4412be7a",
          "commitment_y": "0xf05ca3653a0e641edbb4a8b3c8ef4eaf9e71a55ea11c5eeccbe66ae091e773e5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x59c312267b388cc413b4d31da637e7d9fb5d24bc5074e39c838eebb52a8ae2bf",
          "commitment_y": "0x1aa896a2e38877f5347a9d2042f1ad135aa5b8f5ad913a6b57ce028e4f614d13",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xaf667bfe77bf315ef44b57976fa2be56bd676d69ca5a63e50f13129b7b54afe9",
          "commitment_y": "0xc8dd53a5db28b03e4e61b24448ff3c9abc73b469c73888f03c98a5e24d665193",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x249b2b7333c0afe4b800ca760c1460f8b4e380d090527ec180619e6815759df4",
          "commitment_y": "0x81c6d5df501fe0d286fcfbc5722de48aae7bbe39184f2acd26d6d6670bde1106",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x91b97670e380841c9cfa3e08128d36eca04cbfa5f16380143044e5921ddac1de",
          "commitment_y": "0x8c8ef006c3fbfb09c17432bc05910cd06aeb92a1277bf341edf62401a0430b00",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x243b1879a5e4f7ac6362a0e80a45f796deaa58766039ca412c9a633ef55e5d0d",
          "commitment_y": "0x23c276ae5e27ad16669e06c379276bef7073121fca6d93b2ffad8bcf1fa7932a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe91efdba01e945f53078120ad82be3319705330a7307b2736cda00e727eef32b",
          "commitment_y": "0xe61289e6878eb093b83dae5ada996bf0ead6ae34180c34bb4a9b4b2297964cdf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6c1117d106e905f97fb27347da8c88516fd643c44c1b4721a2f34d00dc16646d",
          "commitment_y": "0xb0135d2cda15a2054e0bc7262983b2822a03bcd48a9a04eacb5f3be823171ba4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x327a9611882fa5c6d0da3ae581aa96bfa4e7db95d49ba58093e15d3438517d33",
          "commitment_y": "0x66e3d8d3371d9cd5275cf994f9e16c1d5f359fe290fe37fffd3a3c49a0156c3a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2a3241ccd081a231d104f9e6c6e38637b4ab45c4ada8e9489f60041414e92695",
          "commitment_y": "0x947f07c4be3c4dc8efd792f2506f718c7ef241632cf0991c577a6b1ae01d1315",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbdd3a19ad7ec8edbb0465e68760abd2af0c2908f28344c9d3f67d9fcf502e363",
          "commitment_y": "0xfb15fbca2550b1952574990898caa92749484cc1cf31e90b2f4ea379b56ffef",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xea35c2fb0fc961a742cad81f70f8e823943b14ab6af893913fed3191f1a7cc11",
          "commitment_y": "0xbd74574c2a2e5ccfd8e936bad1e1f742d40995c133dc25a932c8d069417dc1a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9cd00021c409883edb781c8ba6582ac065ca70afbc1f3eea95d624ae0a2bf002",
          "commitment_y": "0xe88548338fbe5288da6ed2091eb4afc4db10a9a0d88cd306c4690e819318b9d6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "a2551a79f39009eae5790db531175067ebdf632f199b842431fb9fe63667697c",
      "temporal_anchor": {
        "anchor_hash": "6643abc76fe0c7d56c0d021f9e2f56ee076b572652386beb1f61a32122fffb8c",
        "chain_height": 531283,
        "epoch": 1791414109,
        "previous_anchor": "68fbf864cf15868b50609056305cf683c5c09b510d97a3a1147e127409d61b1b"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:11.527796+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-76e92956658d72e99e0767ba",
      "version": "1.0.0",
      "model_id": "richardr1126/roberta-base-zeroshot-v2.0-c-ONNX",
      "observation_timestamp": "2026-10-07T23:01:48.162409+00:00",
      "observation_epoch": 1791414108,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcf24cef85d049f7d0118447f82f230ba85b1df672a2d08a798fc90b4d25abdab",
          "commitment_y": "0xe1efea646460a04772a289771175c37937953467cc56c338aef7a1c7d9275697",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8f64a89ad0a8924e7888390e5fcc7ebb9d0e9c8b2ed392d97f4cbc430df1029d",
          "commitment_y": "0xc0bc3ae8092b32a75f377431bba94568ce164eda2b3d4f12b922beafe3607ef9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdc5c54bd1c70c69f960c2a18248cf2f509cf64a21a976922e4757fe217a16a1e",
          "commitment_y": "0x198f4537e2bceab8b702037b09ac5c97b25d1a93a23bfd5e6fa3a9fdb2384a82",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x526086af8a54bf8605c79225867e6df92fb43aa5e0144643337a06fb42eeb2d7",
          "commitment_y": "0xc9f35df3d457263fc88a47ff509e16f54a2be62c6df493c2cf98053e0f4c196c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf7bf740afd09796c19ed14f845cfb681663eb9ecf0b0af537b758d716c640ee2",
          "commitment_y": "0xd898f5930e4df2631a7caab3af1107affc8e8cc10c77f3a1de638342e39c3543",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xaf26ce39bf2648f3f6ec8cb250fb2ca001029982d1aca4b22dbdd107e88d2313",
          "commitment_y": "0x4ed4db5734567ec716b373b21018d0eaead4756992f3fc3aff0d0c3b9f05f1a7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x6c8f18a091b8ebd232b88fbaa5388bcde163ffff30fc2437b70fb03483c554d5",
          "commitment_y": "0xaeeb3a0bcbc437c63fef50e550281b166d69c45654b5a16748da94836324ddff",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2fefc75887f82746d636990cf563af188135e5449e411f3cd47c61adec225711",
          "commitment_y": "0x98d959874b7dd269632a763899549b8cc23579af94eddc0763c562e33e701856",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xe80840fe46382fe86e7bb5aa1c2b83e957e70dcaae60e5412317e9ded482393",
          "commitment_y": "0xc5a0da6acd66b453428d31800ec88f4958d6d37ab082a18825902430442b50da",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x14fd45dbd87f9f40f2f2526ca165ede49d1db4aaf15664a9cd9d5b72203827d9",
          "commitment_y": "0xf156d8e44a1d6820025dd0f6978d6bbfc2306a4fe1b09700be827b22108c2ed",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xdb817cc33f2c95265bfd64d7b2bd058741bf41ffe91ad9dd6184d821447b8730",
          "commitment_y": "0x2d8d497a36f7104dc1aa0197239a3a5d38b70c50e59991abc68edbc8569076de",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf905550046656f97a73bfa383443aa83314627506d2e65a539d2e33aa30c82ac",
          "commitment_y": "0x86943be127066105c392f409315af8c97e56972732a36721999b22aea1ce7325",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6d7d4057a566f25e24ad2bd1f543fef63fd66abaffd22098ec27f7e5e1a4db66",
          "commitment_y": "0x2bdd76399230ec6c3a814fcf15aedca9dd832ef35f323a58c2cca5488dabb49b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xbc9d084b7a890c7425c60641fe6935db71e5e4b38f61d761c805eeb74b088a8e",
          "commitment_y": "0x71d944e0a8d045819fa6bf74d57195ca97f5c07884bdb99a9ce25a9d896c9dfe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x25c5e10ce7d89040a7ee410ad78607db2be32f50e8743ec15e4c802692958475",
          "commitment_y": "0xa3224268915bb09eaa4267a05d558376bd5b62380a2707a12a51a7d107d5da1b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x4a2ea79384ce3c0cce3e83abc69133bed3a19fe8a4e66465a9f355d47b8b606b",
          "commitment_y": "0x2c2bdb9a93ac1e6f8e3d261e05d6fa1a742e25797506b179bb4c72ea9bebd1a7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9df04228deffe88cc980ca11c23a6be619b9c7224b9ec79139391ebba75ed4cd",
          "commitment_y": "0x358b64cd5f026cb03f9a1c0a643c2852c7e541ab926a8c82942f123f4a47ead9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdbab62b02cc13e1808893614584bf1a2e4c4433fa822ba19a111d8dc764c8acf",
          "commitment_y": "0x60b112e5b94a29ba1c3b0ffa5b31cd5105d617cc821e6041543f247ce9851bf8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xea97269331dbfa8f8dea1c1f264989e00089ea7fb1df9c89ca28d69484b3bfad",
          "commitment_y": "0x709e5ba1b6300e6d6eb46988d30baa6b937056f1241e54fec795f7f6cade1b92",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe01723d222669337d2f7e16038c0ea5d0f9932010517654a9c43f3e9d7b51fc",
          "commitment_y": "0x551060dad2c46085434c5dae4869066b25c92ae9c462c16e8627ebef3efe17ad",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "d6a1ad7941238649bde9824323a6c47bbe34dce441b4c952746f29d6e271767e",
      "temporal_anchor": {
        "anchor_hash": "68fbf864cf15868b50609056305cf683c5c09b510d97a3a1147e127409d61b1b",
        "chain_height": 531282,
        "epoch": 1791414108,
        "previous_anchor": "0a5e5688cab7a6871d15f48d229fb2355b16eed3741bf27ad1b9939aa3cb4a9b"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.946572+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-3e0e0c4f7e163644a9cf7220",
      "version": "1.0.0",
      "model_id": "abhinav-gothwal-safe-gen-ai/gpt2-ppo-full-safe",
      "observation_timestamp": "2026-10-07T23:01:46.626660+00:00",
      "observation_epoch": 1791414106,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3652b8fc85aa7a7f91d23708ac3c88787ac747089d3fe4bbca9bbd3b2527941e",
          "commitment_y": "0x8027aa5c6ed995c157c0eb089c25e41444fba9027d97f5e4ae115fb01c400e48",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5b2e165f4aa889e0a1e73683fc77bab344356ae29a3b9946c23d9c1aad971118",
          "commitment_y": "0xf7d819ddb5590424d584acea9b86676e446c2fdc35539a42d759ed5b0524a05e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdb816f10cab7f57e1b970ff5645f155d9e691c2b248137292f1ded9360004ee8",
          "commitment_y": "0x36e6d616598575140669fb563524b0a8a8b4f6217ed5301aa667d476b19256e4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd10c38ae6fadca6880fbf736d4565e6b1fe7961efb9596bc67090930d5d87548",
          "commitment_y": "0xa44e374ae7c9800e3442b080421f46f48a4aa298cd221426cffdea249c98a271",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcf58c5f2f259185fd2c289f56e088d2c7fd159447832250d008499d7eeeccac7",
          "commitment_y": "0x6195256555d1f903818eb7e2ae01e5b482c0a704fce2aed0a54e4e7d557de7ef",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9d0a0c619ebe4880524c81faf782bcb9439cc958d63470dd5e8548c0b1f13875",
          "commitment_y": "0xe5cc45939888181ffbf157fb70917abdec51dd7a23371f596db55cddbdc03bc2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x4afade1cd6daf4e90410a0bdf743b8076c4a5bd0873ef727f9aaa5d21cbeda58",
          "commitment_y": "0xf612b841eee809b629ac2d4cde7a85b43d9f7f383741d9f831bf7196bb4d1e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x244ca8e8d2d60a438c216ab505a14121f000a9ae6789045b4313946bdd640611",
          "commitment_y": "0xdce060d35b8cc8c1484330f0345e989e4e40e650767837cf96f8e163ac64e8a1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x321f63ea791caf7f9d27226b3918ec78e02c0adbb57f7ea24cf92bb601cc61b9",
          "commitment_y": "0x20ed19b29f7a0be44bd7178ab21bdebe1ac2a47c0bc6b3d83030849fcaf9ffc2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x77e8bd4208db6ae75811dc73fedc50fd74efb5830154deac73b081908b84cbf0",
          "commitment_y": "0x6d9cadc83aa9fe99edc97d780b48504b4bc67967d8d7c9daf5d2ec3f821ba147",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x587277e1a965d771d85680ece6ef82cc9321e2bb3a26737f8bf77461af0d4d90",
          "commitment_y": "0x330f86ab65eec3056d16decdb3f8b1ec1d9c26a5409a736256d11db8a068b0e2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd5bb3240978ccebd40b250e09425fc666527f8ab87fcdde12ccf96b2557fade6",
          "commitment_y": "0x34183bc8b02f98fadff29f3149ac4fba3b580d25269b2fef840186f78e4b1604",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe0d4a403c14370cd25da63ea5a4b615c1c34d2c25f0bab94e03d37798df0b829",
          "commitment_y": "0x8a17e2a3eed254ab82041abd1de8e32dc7b018909791d9dba2e25013847bcaea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1e1b9468d3a50214c47bb8cbc3b2ae24efa9b81664ccd830e9f0978492e47bf7",
          "commitment_y": "0xcda0ea1858404e94de733ec7972ad730b97aeea9aaf6f5d2bd3cb56d539bd774",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2550736c9e4363e591feac46e914df0afcc177dee698a192e1a565d01c60d8ca",
          "commitment_y": "0x9767fa69347f6f1bb9a01a4e47b899ebe0b97eaacf3e65b32238e946943fb8ad",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc6b4a7022d89e0e36ff22aa28610007beebd0ae459decb37c9f1ba9f93019fc7",
          "commitment_y": "0xd6060e918b2a187a5777ba8fcb9b756e4faa032a9de60ede6fb1956a939c0615",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4a3b9b8595f60f8630d3a888a5a80ad4d82e3280848e51ef8329decf000d5dfc",
          "commitment_y": "0xb6fb57fe0ebc4512889412b630a0892e8e1f27e3188f59ee434e320393aa51c1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x98267b783462ed69af3d1a0a63cb29ab8593227dab878d5145abe2473ab90176",
          "commitment_y": "0x3ede50360b40606f2a06ef134910956cda1cedbb6576578e05bd7c040cade805",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x905984c00f4a803216196948338d8f1527bc9d71c09439864ffbe7b21140e9a1",
          "commitment_y": "0x559ed6e4f7ba743d893e6bb6ca0bd914b3109740fa72b6efba7284e69a919a27",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x66d883ed0f2afb2686fa04794afc52753d0d4683c5d08f5b158e640c9201345",
          "commitment_y": "0x11ee3a6ee2411868a5c579db9bb3277a60a06fae869cfcc10520a217c774b5d6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "564787db566649f54a407f136c89f69662dfb89afccd1d02d589a64236b3b714",
      "temporal_anchor": {
        "anchor_hash": "0a5e5688cab7a6871d15f48d229fb2355b16eed3741bf27ad1b9939aa3cb4a9b",
        "chain_height": 531281,
        "epoch": 1791414106,
        "previous_anchor": "da06ecfeea3230e15071618714c1a52ce1dadb8da7eb419a96f021f59b534a6c"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.290997+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-76eee09d0cdc6c516d0042ca",
      "version": "1.0.0",
      "model_id": "OpenMed/OpenMed-NER-ChemicalDetect-SnowMed-568M",
      "observation_timestamp": "2026-10-07T23:01:43.313079+00:00",
      "observation_epoch": 1791414103,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb9931dc20e45f79cf467efb0c3a233bf8dfacdc47c807b271f6c69bd5b3c1e83",
          "commitment_y": "0xccb7f3f7cacc467cfc8a3d4913fe5ccbc66f2c104960277d060d50a3c7b0985d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xce275f08d2b0d5078964b30f8cf21b5bb6ae8aeb4ec9264ad69d2850386b4bf2",
          "commitment_y": "0x15b7aef642245bec57645fbac73716d1e50f2370ec1d4e066e369fd3e0c415e4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc30bbb68eb2fe838fd928527275f9eccb99140436eddf2d27f624fdba7262ae1",
          "commitment_y": "0xf6bb56f6b3a09e7ecbade11e92b0577e90c140ca60f124013241c71ed4588ce4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x526322569b17878648f41084979233f46028a7daf216bb7b921734b5b353284a",
          "commitment_y": "0x701109faf53fe8963c988b3151a37af59d52023432b99952279c330ac456a4f7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5c557739e8d9c31c41f14736b3fd25dfb644269e8ce4aba96917514764865d29",
          "commitment_y": "0xddc4ef840905544d05ed60d020a945f6ccc8cddc7a70a8727668903286b4bb8a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x18ff93491c23b5b263284c843262ebec9658735b1a9b3131b919293e4a61cb1a",
          "commitment_y": "0x2e4ae0c493e7460515d11889f17ba1c947e251ad8b9aa526e93cfe2fcc4da91d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x154cc3bfcae1c5806b58d04a0a9d70ae2ce013ff54fc397efac61ec8bdde975b",
          "commitment_y": "0xc74abbc89e5da041436b885f4b4eb48d848c5af7627e30aa2e4eab3a84d9598f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2014e9d5b6bfbb7dcccf427bb5822917778d888d5cd4be7f59b90e057e980f2a",
          "commitment_y": "0xa4a5a4a81645fc72aefd32a10e55c578c6dfe48e59051273a26e4ea45a97a8c3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xa36eec529ee3d31e564fd51384a6e09b8bc99449c60a6c7439a8cbb4933e52c2",
          "commitment_y": "0xf9258f4b29a7300a0286ab8bf74b37eb8c60769e4376e523aa58044ecd560d61",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1b3bbc3827200e5840eb97eccb03e3c393e9d623b566e2f8b80f74a544cd3a78",
          "commitment_y": "0x68bd311e7bb7cebe0c7b437f1ff1629f66bec76caf0e500cb74295f3d2f6f3e6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xdf46eb0bc9925669cf2896e017def94000030b09021fa424d49add3c1cbd4e76",
          "commitment_y": "0x8bdbed4f78213cd28a99f8c40f34c9428705b2435ace1158ad41093f9a03410a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa35f656131136db277fc13d6a72313a44bc4edd72ca73bcbb0cd0297fc73d1e2",
          "commitment_y": "0x8b5a90aa6c49397016bd2a687ee441929aa84f5f36c5882bd79f6fcae651c4a1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb20f0821a14e827c1a7c63362771ad59dbb667038bc70af517a08806a08df8d6",
          "commitment_y": "0xb7691f42ca11add6bb12bf70bc9943e5177e9db236b182bc8f5ddbd7c1c8b9fe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xabd3088c3493fa4218cdf16911fb523a350945aaab76e488b2c1ed7a66d27896",
          "commitment_y": "0x29ab3f6efe6f603678e13eb85601bd03c6d1c9c6d6eeb01380095c50318a3d3b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x124b1841775a77a78675998d361091af8da8896b229adab13ec1b6628d57061b",
          "commitment_y": "0xdb0f7e02e3161da10d2f7fd48274f5109a04b38c362a0af155fe4bf0fe992b72",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xf99523dac645df8293961baf554fc9bfdb461c300a2a4ad7e1f60309b4660eed",
          "commitment_y": "0xd459970b6daccb7c087d6c6d24ecaf7f5e202cce89ae0594376bd2ff994e06d7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2445e67c765f87af3c37aeccb171065441bb3028fe0ff1be9908caa8a8afa22",
          "commitment_y": "0xa8c8e7e44a9cdc8d083d2435c2f56cd06af9b0502e084efb5a3b7bfb44bdbf55",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x780326bdb04e08d2361d677fa0994e4049679644612b6b50da15076014d3e456",
          "commitment_y": "0xd922e1bb81dff0f9a0cd3ba542b011c181c1bc8516ab2e9dcf6ed5b747ba01cb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe72e9d3c3b335ba35dc56475f90ab62726dd73b24ad98550bdf6a3799554db5c",
          "commitment_y": "0x1d163299725fc9d15bed8d6db7f9f66317c7d19b676fd86f8d5472c8f770f3e5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd36cda1903afa8082cf08960ce212bbd314ba4abe1abc98caa3d84204be94694",
          "commitment_y": "0x568482e4afa38a06fd028b050cf3f769ca2d9ec6d1f3cf40f531df4cd94a2f6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 13,
      "present_count": 7,
      "highest_severity": "CRITICAL",
      "merkle_root": "c02d024376fb066dd80d7bb34940e87f0c8c7f90d43ffa0d388ad9c111cd821a",
      "temporal_anchor": {
        "anchor_hash": "29d65c21e2d200d1348d4cca2be2e079b078d5b31effac35f39afbf7a9ddbd67",
        "chain_height": 531279,
        "epoch": 1791414103,
        "previous_anchor": "861ebef1dda6344be80b599c19e292d001568fe3c60bbe8eac39024899c3c457"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 13,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:03.900342+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-dfeda25a05154ef83d4e6c60",
      "version": "1.0.0",
      "model_id": "internlm/Spatial-SSRL-3B",
      "observation_timestamp": "2026-10-07T23:01:41.760561+00:00",
      "observation_epoch": 1791414101,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe65b0f8db3acbffb3244f60e2f2bf7c40f90bf8bfc1bb5951fe6f3ac4597f7d1",
          "commitment_y": "0x54589e89e69c161ffd07e48547ae94eda17e3f3febe96a1f5352b542d0749bc8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x30ab468a2d1fa76f88df02ae39b33164f61f1958c117c3e4ab4d95666a3edda3",
          "commitment_y": "0xc71330f4591d00f1e1f20085b818cdee2f838f474f52e8168219b2396ba1e3d7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf2e59fd56ec3dc24b2e94bacf2e72db4b00d66a2d1b62c4fc16a5bd0b0c29c31",
          "commitment_y": "0x284de26487dafa03429189655ca770df61b7168c7c417c3e3bba6a3081bfb8eb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfa4a4345633c4b5646d67e3cd5bf966092b1ee11b2d52e4e35f5de4eecf2cc59",
          "commitment_y": "0x3eed9428431758142ac5dc1269493431ae37f9d6cc1db567ae3443f5d3cb9030",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfb6b302efc368986fe0a1826fefe4d689ccc5106808a20af7c447926e4e45b8c",
          "commitment_y": "0xb67f444e4566fda677e7b43104153eabe176390e29789e60bd99caca376d6f36",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x33390053c3f10cb441cd5756d38d3a1109862bc03c2a477bcb33318803ec4943",
          "commitment_y": "0x7780ea43bf309d5ba4409e37303f1a10a65c16ac5ba05647d7d12f7adcd41a37",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xc3d59545ac865884c1463cd464a19f310b2edd3ae51722a0b38bda477830399b",
          "commitment_y": "0x9af00b4b6d3e2307fa930bbf573d395d9e09820d39a76442f9169e5c5c07910e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa22a9727163d46da96449cdc3d0a659e19506d1d30b44d16c7e0896a7499ee2e",
          "commitment_y": "0x2ce7eed13973809c5b3544a40e13989c5c0108d485c98d772b7d3283b4c9097b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xacc17792041a1386db683e5c7646f4103beca3fb119b054dee96091b5bba278",
          "commitment_y": "0x5a641a6f97c81177342c2ed1bb8d4505bdfeca123562328e3850f07107a7623",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe3d1fa71c22e35fed382bc213cea2357bb288caf72d77709bf26d3b5d7daf019",
          "commitment_y": "0xeeb78dcad821ba5bcf1e39bd7272589d388f9d25da6b6dd88678a82965def2f3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xc3c2847e35462017ad115906f10aad38bde96c63f2fa91f56497dcf0d42a80bf",
          "commitment_y": "0x238a0b060bcb56732bab55cb072abd768b8c1090a175c81c51695ce8fd1d6508",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe7e32bdfd213247d16f82c672913adc6fbda4a8a416c9bda737ad208cc1b88b2",
          "commitment_y": "0xbfbc65db389d1ccef3226e308f7a32f9104a0a757c204716225796a4b2a31e3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe17f23698311e6666b1da3c2c8ff94e6ad245e9d77f09e6a59f9259a2a3646d2",
          "commitment_y": "0xfded5f08b11badc1d6551ffb44f4b13faf933535fc804a57e4e2e047f37fa583",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xbc3ca0736c4655a004f5afc7e9be698cb7404fda334ab8de62918892697c4536",
          "commitment_y": "0x62348b5ee7c57580e2e667b9f1666ec78858aa1e772bf2eebe8cdae4a8375a95",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe8a190496f5892f386f0fbef00af493a1d868a197d33c17780a2d77b64c58055",
          "commitment_y": "0x6d4992b9604fe724b8be1d4a00b5e87381648a13edb118156a69da744aaa0e6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x53557ea79eba0bd703f64dfb1d2cdaed3908d6956db9aeba04cc62c2fe4a1aac",
          "commitment_y": "0x119ca1d407c8b452dc26778b41a7406d1913be31d50dd1ac83d1655f8d7d98f4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x64590d84f6de4b99728f3365800d0b6d34baebd0218cc6573ec73581dd97f204",
          "commitment_y": "0xaeaf36d2247bfd576bd082beb787eb077428eeaab8bf1e18ed956c00006080e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1c0643f6c3d34d4e95262d6ed7ec96378cb3396ad2f2ae85ed680401ba796bf5",
          "commitment_y": "0x126e6d3db6bdd135fcff47deeea300789025765290a14f9f94167fca815ceac2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xda4ae693e2d0e7d87840fdf5cfe1e8bfa9e3fbee1a103331c74d61dc09bd2fda",
          "commitment_y": "0xf749c1044bd8aac40fe165a4fb1ead533e0274ce923e005dd44b7359cbdcc86a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x844560fdbc60d2f688174c7f6c36bed1acf8d0448adba7c6a0e2029fb9192371",
          "commitment_y": "0x697ce92788a691e0e15a18034da260dff50ba3d6c7edadbabf4c003355f231d4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "afd28105a60ad9e90c4fde6fca192b1dbfbc981e421814251982b8ad985be012",
      "temporal_anchor": {
        "anchor_hash": "861ebef1dda6344be80b599c19e292d001568fe3c60bbe8eac39024899c3c457",
        "chain_height": 531278,
        "epoch": 1791414101,
        "previous_anchor": "47baa934f051a0707deeb653070536fe889da10435c741c1e35a9cfe6f122edb"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.141760+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-55e280f13249952742fe3473",
      "version": "1.0.0",
      "model_id": "BAAI/bge-m3-retromae",
      "observation_timestamp": "2026-10-07T23:01:40.194560+00:00",
      "observation_epoch": 1791414100,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x78a11264c93bed14dad3d74f917b35ae3a424155ccec0a40deca60c9c614bd84",
          "commitment_y": "0x7ff16dd7e12da259a37b84f7764f8c2d4c9d0c5b3c1955b09706d0bc5ff661d9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7eb8d17331be752035605af3573033d6e3f46518e8fa92e71ce0bc35a1d0595b",
          "commitment_y": "0xbd1ef030f5cf5361b9255ceaef9148387d7c71a30970885e343c207e77a3539f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb5fd2e1e6a0ae29747d26514eb7c115c50aac48c11df24069595a70fc6d8ec3",
          "commitment_y": "0xe1416a46367359347e47fd6e2ac299d25248f1cb8a9e710f1294fc79b00656bb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8a5cb213859755e1ed688dba3095fda9300b3ec79497f464919fcec91503594",
          "commitment_y": "0x274f869fa1140a511955e398f386840cbe47cee869818d20bdc502d4b3754e16",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfef60f7f6ba6c7f5d4cc6152fb4653d26ce7fdf922bfd700a822be268b04d1db",
          "commitment_y": "0xbeb13b4f8c437b44f259897939a255c1c2e557cb708d282e6c7b2ec219689dc2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa25ad327cb9c107801447be10fa268d0a0d575be89bc25f213f12a83da1f7e9e",
          "commitment_y": "0x989df49fd3bbf7232ae025a758158d6d82aa4dfbaad1afd903838586d65a6e18",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x7acdf79363b8057d871ac65c1568d0f963893cce7de749855261b04bb43d887",
          "commitment_y": "0x8717938830d557b3dd640e2e2b9df0b183ccb3e71a08812ceab3ed5505e829f8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa1d8c0b7be3d4b5628ccd226dfdf87deb8d45c122f8f8292310a24d00e618adf",
          "commitment_y": "0xd5e194aff1c5c0c6588564655297df48772760906ab3615314613b00a2305a58",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x76abcf59b13540a4ecf9a51ab4f7423a8bfc884efdbd0c08ad1ee9dd201d7e7a",
          "commitment_y": "0xd8051688fc7ea9c0de3e0546bd6966864e853bcabc9e463fad0b1f7e391b42d4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x831b9ba2968796fd90f8db0430434a4d834f2187ed8995d7ab3a3085d52c2ff5",
          "commitment_y": "0x7cad2333a9c015d4287e4480a98aa7a36004fe641731777fbb6d2b3901fdd93b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xb244accd77699563f90cd23334c7e8214d2fbee4bb6b301425a8f7793f069e7f",
          "commitment_y": "0x71513f9a67a5a65553a44c669a2b2b5724f97522e0d29d80bd514c05b3de5fc0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x96e85e8d8afa8b5d105f406638c1bffb8b784a50632a2a094b1d02785b4d4127",
          "commitment_y": "0xab594c9ddf9c425b55138b4cdcd3258dd9b906887249b8ee9724ed618f07dea7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8d809e793c5d3716db3728cb3a6f9f6bb64223729c1d59ec6e7f75e6adb44f9",
          "commitment_y": "0x68f0b6fc2e7d39f6969c82ec118edb99cf22dae666edacb259db990110130129",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc753942a5e1368ae84877ff6324273f7c2786ac2605b3d31f88eab153342db4c",
          "commitment_y": "0x92085f0b01581efffcbb5c05490f3c8bae81800dd1ea8be0d8d98f1aeb8ce6df",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x221de3e0ec2f9b1685733a0c505d4586b188739699aab5bb26331e247b698405",
          "commitment_y": "0xe2537fd93996cfa7893050d256cdcaa40e959f671a17f4eb1e06f1cbf6a54dba",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xb552df3ff50cad718e47a842608909d0fedfe0e7371000f396995170b3615f1f",
          "commitment_y": "0xfcf8b77972974797a3df2e56359caef2b7d79cfd630c9c9b48f653accb198bf0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd5fcf932c782019a03e325f6b7c3879ffde83e45bcf44692b9d6a5bc0d03f28c",
          "commitment_y": "0x78c7cf9df2a8d344fdddeaecef57599283e9b159141510a886a03cedea68f4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6b95ff98d66e397666499bed0dd3c40e566b5bd358edd06f3bf60546da66a2f2",
          "commitment_y": "0xb8adfbea2decb2a46432ee390df812738172f5229264f3fbcfacbeec623a4ad5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x147c33b2380ecff05fac09d83b0ff8da43832bd8634986e272a6763b9ec104b0",
          "commitment_y": "0xd0c47d9faa0a15aac4224e8368a3096e537c75cfcca1976ec8b31e208d679b31",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcc93179514de0e33a1e7e1f00f1c6ba21af0eb05cd5f22fe4649f1068a11802a",
          "commitment_y": "0xfaeb8c52497ce7efcacf62a37d95e9042b508de853cdfcaf35af4545f6b1df67",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "ea5757e13295eaa141093bc90cd33e0a0755b3e774ff61c406c4a77788387e69",
      "temporal_anchor": {
        "anchor_hash": "47baa934f051a0707deeb653070536fe889da10435c741c1e35a9cfe6f122edb",
        "chain_height": 531277,
        "epoch": 1791414100,
        "previous_anchor": "eeadf267770af7ec8817a296e2bd2c57dd62be0491df4c47e5049b45d430abc9"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:01.687506+00:00"
      },
      "sonar": {
        "provenance_hash": "1d2f372d463af112d3abe21e6acdc15cffd7b67c238783fb8f8d351bcf1af4fe",
        "provenance_score": 0.5,
        "base_model": null,
        "license": "mit",
        "training_section_present": true,
        "declared_datasets": [],
        "top_dataset_signals": [],
        "scanned_at": "2026-10-07T02:15:41.386733Z"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-60c987002e416f0d5ef9a829",
      "version": "1.0.0",
      "model_id": "google/bert_uncased_L-2_H-128_A-2",
      "observation_timestamp": "2026-10-07T23:01:38.628387+00:00",
      "observation_epoch": 1791414098,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe0555ca4caaf621efd1b26293841b5be75e3f05b0a2e9220c01afee6945762df",
          "commitment_y": "0xce9456a7488bb8212a5a3ff53e8ffa2151a55c10dcbbc50f677dd2c1dcf45903",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xee34f354f610eae2137338162d8d463f4b6218b13537b6494dcf513079a7e9aa",
          "commitment_y": "0x4f029c26ff94abda314f275532bb1c92d241eae0bee04a4141e9f72b9608a094",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa5495442266847e13d0f6427a931170e076dcad269fdb8cd8dfed61984b1b8bf",
          "commitment_y": "0x4c8a70b8497d0b40596362788ac771ff857a37c6bb7599e5f89037599cf02480",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfb312426283a0fe26709c049c90c74ec9c36a5f2c31c429b88c9cc5ea47bd465",
          "commitment_y": "0xb5367327d8083223925fdf5f2c703f754e0d146bee1e01745ed9151ae68a2528",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x48554cd24a57da0a2085c837bf2ab72715c44b91afcefa8580b53293da5080d",
          "commitment_y": "0xe102c2c4d08aa4f70cce96e2b61357df5419f5d58fe2a83c2b85eee488891566",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x941411490a67e02f88263e22639a74addca5e0b8030059c421745e5e7fbf81c9",
          "commitment_y": "0xa42b6bb96b0edfb000c5995f6fe6a25b69665e99d1481cbf645e9a6d636b2781",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xc66129285e495eb4dcca794d1a541783edef6c22101e1f3977163e4c598bd586",
          "commitment_y": "0x9c2b9339cf37450a62ff0551d9c463c9b8521ac8cb28f302a7ea8dc6b503e93d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd342c67dcc6e8eb8da86a441768bee6d9d6a87a9a14219194df80784a118968d",
          "commitment_y": "0x91dc44b3ab11d1a3375f0a2035a70a13f8b709c9de6f41c9d850e73dcd2b6850",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xfbcd0567906d2f573b9f1530207133f4ca5e76a3b73829efc8eb6993830bb1e9",
          "commitment_y": "0xa5688f1e1f6ce4d67d63957648f1bc7746956c5fe80b1ef5ab8b1df10b4852f0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x92a7c92151c6f399f87c1ffb1f7efdd70c70dbe749ab6891dbf056c6f0aa7ef7",
          "commitment_y": "0x1c4e8bcf2ec24e134b9bb12c14c8237dff38e08aa0980764cc1eeea6cc851ffb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x74817f418dc8117444cd3deb7c90fd220cc1e22af4e370273ee5eab2dcf35ea2",
          "commitment_y": "0x7493eefa0df654ed4557777a0b6f0a769d0d2cb5079809002e355a1d3b8fa034",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3d388c7b258bd52efd91a90f4a3326a783dc23ee5046b33f345993c69c33aaa8",
          "commitment_y": "0xa42577d0924986fecc6dba05fbdb093dcdee739b39f4e908b1dbed6957509f19",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcbae64e4a3a746e4c5532c9464ad18c2be42d8a9838183bd6887c930cf68159b",
          "commitment_y": "0x7d27f905b81926395930c3580768e1d89688c5308e1356b435a5cd04c5fc265c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7fb9effe5743b2c2bc671bbd4b8e79d025f812a65a571c1a3aab8591e0bfe18",
          "commitment_y": "0x7edc4e4632045f5bbe3271364804aaa2cac8c2cf457592a846ec07ca1a2cb96a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x312ff7583835999b19da7d55843098e171b0203f760ce4530531c40526ce1651",
          "commitment_y": "0x26ac8577d211c8d16094b4cd6f7f67ca9953106a42a217509dbceb0635e8a140",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa65fd1225e0ce1a929233c639b9f9575f59d27bbe2c422fc64ac2dd5f9ba669e",
          "commitment_y": "0xa17b14fea42cf19a3c4634f3f73e2e3c0b39022f561dd45930be8eb21c8079d0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x35c2d616edb8bcfc57d2f463ffd7a69d66273d6d7a2092cc805f6cc3744527ee",
          "commitment_y": "0x934da4d6463ee3cbf4804504726d2c2fdabbc7080ab3e44920415de17aa000a0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfee5a6b1e878af12b482780a87206abb6840e14fdea65d7f1509398a8d063273",
          "commitment_y": "0x6d2ae8aaf72b3cb5cb33ec3c5c25ec68b23a2dc6f5f7310cf213d7b96ee3a708",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x284269f7e517a44c6953ae1c83291f0f1015d81990b6c8c74f029a483f3cfe90",
          "commitment_y": "0xc87d653bfaf670dcd99a520d87a8a30f058d7d6ad07c762cf77272dedfd182a0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x12ac62f30f0b4ddff9d6efee6a5e51d93205db7928b8bd00322eb6719e873011",
          "commitment_y": "0x84ca2da08033c435e736479ce4d437b58476653b5d5b4223b8aef2ca11e5f377",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "e8e4b01f4d73bcbbb98cfa347b801aee7c2a30f9f0e00d4e0d578bf6b46f90c7",
      "temporal_anchor": {
        "anchor_hash": "eeadf267770af7ec8817a296e2bd2c57dd62be0491df4c47e5049b45d430abc9",
        "chain_height": 531276,
        "epoch": 1791414098,
        "previous_anchor": "03cfda0d2bf4e0653e17b84435e1fd7f25730b86e8a72b4426c40ae72f2c5cd0"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.629034+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-4aadba884ff34639ee8865a8",
      "version": "1.0.0",
      "model_id": "ustc-community/dfine-nano-coco",
      "observation_timestamp": "2026-10-07T23:01:36.997645+00:00",
      "observation_epoch": 1791414096,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3b74ad20bdabe0ed5767ef006250fb47490e34e00e4e67e5144007846f2bce65",
          "commitment_y": "0xc969b45960e27e6333a7ea9b305f93edcbf74a6327e86b405e3e92ce9482c3d0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8fd583632871bb3e1bcbbb996c8ba17ab23bedc99477f721e9d4e618e0342bcb",
          "commitment_y": "0xe54d55e90b4738ea051ab25c5447c937c91d0b6f066db0ee0cc491bc58ad0d5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x217a8298f50b3138e9b5aa0d929fdc0af819814e82d2ec9aedd31599297eac45",
          "commitment_y": "0x13a9aa58f5da6d480e52156c88ad03f21446cda94d2df7c190eca57535580c19",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf6f5828ca2497f6eb34e7159725d5599121d169d724c9fc7f19b2808bc6f5af8",
          "commitment_y": "0x71af3fff6bbd9f2530b80de83818a1c5079a851fa5f187355e0d9702c2168205",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdae0f4cabaaa80a442e33e9b1117daa99f2b7a8777f71e5d5410db6efe48866f",
          "commitment_y": "0x1da629413269e81381c140be22f526721b272f60d4cf14b717f3e8946c8b6792",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf9dbcbe88c9ebf32d29b01cc121b03ce8037b1fa5b88be5639993241313c057f",
          "commitment_y": "0x52636c506a0ca90e584f0964557f959cb14b91c99e4cfe77033d65af3d2a3af6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x67162ca10477f9dcb8c4a9cfb488bcafe3fc771407d44ba00aca5e0d3b0f2e92",
          "commitment_y": "0xd0246a65502d125b389346eedb3d0c2b8c43f2bcd30f98082b21fef12d2d1a9f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x37fd9534c773312b8ecdd3fffb7bd5c3d35611b1415a6795a23a359bb05451f1",
          "commitment_y": "0x6bc0d554f2b6f0c5e3c5a00d1b4e79e4da30c685adf26a47944b106ee9f863c7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x42223d41bd4d28c211ad7c8145ed6d9c041b92858595fdd33d74b60f17797726",
          "commitment_y": "0x3b866ecf56d59353ee77b890c9cf5d9ffc7c5f77c88e54c1497d542342f55b29",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd7e8b799c75baa33daa6544a27dda1dd6c90bc6a377cf9f1bd6021086e88933e",
          "commitment_y": "0xc9006ef5983c065a1928be9fea4f3fc8e69dd3e3021ffed6c2d9f7555f9c592e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x5a1c38e6128c8ab271dc6d68c8d047a574e199f8c4a47c4559e362581bd80599",
          "commitment_y": "0x728fdff10b3353df5847a4dc027e34721d3575eb56dd41f0fc1312827c2c529d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x500c9127bbe949d339d9debf4fb902c645cd09375f5277f867b76ffbf950ea09",
          "commitment_y": "0x9f837a2f6272049047527601f8f3be9ff17e132b7cf3d4ee316c3808d1b05f98",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc6c915a72f0feeda019e3adca2e49368bdbb0b8aa95d17c8c72aeb06147fabf1",
          "commitment_y": "0x2e0a91df56ed90485e6a2163e3e4fa22af48ffca666f303cc98dafb086e9237d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8a40ea57e71bbecba97d48e1e71f22396ed71b4a9684c98a051b31a684758855",
          "commitment_y": "0xa86f58c441b92f68832d49dcb400e69589f8401dba1729d866c56789fedced01",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcde2de6398f203369e932a2db51484396eca8e8b66db39cf871e5070093b76c6",
          "commitment_y": "0xcf241b44c5b398acdc71a8a40c0e28cd28c1eb027c73eb00da57b1e957ed379b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xda071cc40d56bf74f1accd50a6f97a15e939163cc6af8c434534a0609f3494bc",
          "commitment_y": "0x3d9ff45363094406dddb25782961b194db9439d4467a988b5052dd7e55be8820",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xec47caaee26867a154896ec8e3191c636fef9e784498a868c673d899198650a2",
          "commitment_y": "0x2f5b23c57165b725be4d7e476dd0a3ea3bd49308df951e7b4f06c45a73d56d47",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3736a1e173aa63408f24dfd62e709a35728dc348f4c017f2aaa9ff31ceb15890",
          "commitment_y": "0xce3fd55cde2f33cab9ed58c4ccf07a76b0e4305155d376ada26d741a3b02e6b9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x77d579e5d215667cf8ed18207e1539f88111bf49c4e91aad18c934dc52712ae3",
          "commitment_y": "0x7b09fddc3b1d09e2e75f37e49b578baea271bbea74ad2d305bdec0bfd97c74f6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa3142b4f52f19c67747d0830431ae9d44a99cd55bce2336257e4a64b69f47c8d",
          "commitment_y": "0x655ff8060448537b0ba074824110da8cc274b269ab8c85468818e0725969c0b0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "f5403d16c69809476168f2116de1fffa5fabad0baeb0e62a6c285804a9ccdfae",
      "temporal_anchor": {
        "anchor_hash": "03cfda0d2bf4e0653e17b84435e1fd7f25730b86e8a72b4426c40ae72f2c5cd0",
        "chain_height": 531275,
        "epoch": 1791414096,
        "previous_anchor": "2a0996665b4b9b5546929203d7063c1f8622c9a09e36398a47e86395a3e492d7"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:12.120830+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-2889d574556b85609967a26f",
      "version": "1.0.0",
      "model_id": "prs-eth/rollingdepth-v1-0",
      "observation_timestamp": "2026-10-07T23:01:35.412637+00:00",
      "observation_epoch": 1791414095,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x86385ac1a22ad90e71d301dac8ec02d4e5c8294729f3e40c6e5c998d145029c0",
          "commitment_y": "0xed73d32d1ee6fcde89cfb19f5fd79d804af89c3957097040d1966ffa66c23bd5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7e444824887088325ba3125043070f177f4133de8e07e4ce5d33afe24acdd2b3",
          "commitment_y": "0x9a3dc602e77e0ff917bdab566a8ffc300280e7e74f727f17772394646ebd98d2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x279d70851b9e00cc7beeaef447247f5f6c4f5b05a3075b9c66ab90548e002b38",
          "commitment_y": "0xa38686c4bfa9103068cd99664654d0ea778b56132afcec06bcb7abd9c8331406",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xedc02d9b301782da6273ad0d08b64c6a47f6017499dad99ab731846c85880121",
          "commitment_y": "0xc42339c6d73bac92b3afe2f77888fbcf91cd37227f6d9d3af0f7ab145c4acd82",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc2e68f2840eea332d989b1ce9d2f04f6ef3f8c093526d8e96b93104535a8d1fa",
          "commitment_y": "0xfa61200dc0ce0711bbfc30e2f5bbd72bd68bcea5902b909ff060e1ab5951215a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x638b68c948de5998c49a5893a77b5ab62c0bbaab28e2902a6d89ed072064443f",
          "commitment_y": "0x1716e19b955bb8658b60f1fdfb57df97291d356026b7599c79f8f168e14634b5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x2f755c74e2de815af15010e1d373adbe10c620778fbb38184d54ac251b3a9bd3",
          "commitment_y": "0x5e8eb9e4ff78332b7165ff3ff0aff689f5c22e515ebc86fc0184958d0b310abe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x43ece29ec4eeb6044890c73e13607ccb888532e0d12d4c4817a30c295ed757ff",
          "commitment_y": "0x97c6e471c1b9b6a656f91624e68d56da8f2f36d110f37655d47ac8994f2f5e22",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa508c6c9a563137808152e9b22a8dc9c8a5fa9687dfd97f80db4be752fb65487",
          "commitment_y": "0xe4d4f46107d8c93bd5fbb8c868b2d0458e7adbc66d71bd0dde486342958e12b2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe55079ba73fb21d88f5aa0206019d6a82ff28c5cbd10e72ff47501c3bc28b73e",
          "commitment_y": "0x47707bfe23c6af7f262271f1c10ec1a7f3c89ed591c2ccf9a7ab1d6b4c77fdb7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x6f4a2c03579edf153f3e6c1aae26444ddccc0bca79358f475a963f86b497c249",
          "commitment_y": "0xa09b02a61ecb942f4f4065b6e211bac70d263c0ff3a2f241c0ce6eb18934959a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4c24f4eefc6e842f0e9c37349ff9fe225f6e3f9122784dafc0aa16bc188f040f",
          "commitment_y": "0x584d77135ac4f12f67cc970a4d422cb5bd924fd0f80eb6d9b73879df9a2f6d4e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcca6dfdbda54a28f0bef5f447b55aa6ca8c313142e2f739e93ac07c191a9741c",
          "commitment_y": "0x76947f668438dcd804e259e1180e9930e7804a4bf005cff3a279f2d9eb4d6e23",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x97ee3f8578504f428569d6fa8529a19d2af88e2b5b86dce36f033674cc3e0f25",
          "commitment_y": "0x2b012f501af379df5aa5676d7cfdd4d0743b296335b7107c0982a8e04fb6d109",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6cc0e3295ccdad1e1a82bd698b16c4f4463bf2fc23ce84db3124db4176ea5109",
          "commitment_y": "0x6e0caf1f1f719893fbd19be896ed379c3dd3a46e5836a60f01e26d92aac28823",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2dd6b9ac0efaadc233e4ac41ddb86f191543508c2a43373d46f71238acbad077",
          "commitment_y": "0x4479b1e3431c10deb94c6bae0a48c14e57278f53d8a45ba17cf61d88d84ed9c2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcc167c4d0012f8773ec724d10d90e7759b6ef0825c7400ce28e2bf3b7a710aa9",
          "commitment_y": "0x861bdb0fddaacec0dd8ca60c4c21cfd2a09b5cdaec6ca42279aa1e71bc686dcd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5faefee85a4eced80bf1dadc8a4ccfde5e7bb18b6ebf2b6670c8c59595f2da40",
          "commitment_y": "0x2cee2e3f8e562e08318e0b490bf3104f62f60133361d791929c0e1f432c42f8f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9ed21d29f45d8b2809855a987b5190592a7fcf9d7a9d18e39a549281bc21af56",
          "commitment_y": "0x5b2e36239f05077cc8ff3c9f616f283910416c2522ec1b68ef2c828942abbeda",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6867f2789ede26b9d38e5e11cb1d4f56440602e1c0253e33ccfcd55e78e07d9f",
          "commitment_y": "0x1258949d4dd180dec74eca70b952fe09e2ede554ed12d4105224038632194e85",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "a8acb7f3c4eaabe38dbbfc3b66633b6f98cb9367e7541f7fe5afea00dcbd2842",
      "temporal_anchor": {
        "anchor_hash": "2a0996665b4b9b5546929203d7063c1f8622c9a09e36398a47e86395a3e492d7",
        "chain_height": 531274,
        "epoch": 1791414095,
        "previous_anchor": "77a571e907bd9a09574c91f1b666a50425291a35884f36e8e0e25554f697d43b"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.653397+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-cfb43d52fb624974cd7695a9",
      "version": "1.0.0",
      "model_id": "bigscience/tr3-1B3-modeling-baseline-tensorboard",
      "observation_timestamp": "2026-10-07T23:01:33.857025+00:00",
      "observation_epoch": 1791414093,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc9bf935591c6334958e77943e7a1fd96fce5f1a5b0696591588381724c8366eb",
          "commitment_y": "0xbf76bf47abaf0710ba658ad93207c7173c95fa8b972c283d75a0aab1d07d0c90",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5c0474441b8497b43539b09c45534dafc29736d5fac639ea869a1a818b6c5370",
          "commitment_y": "0xc8b081074b8a44d3bce66943b8c4a2ea1c9cbbc35b67b6a1a7bd71b697cb1bef",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf42c31029005a490172f5017a8c655740380efef2a16bc318f66502b554fe852",
          "commitment_y": "0x739ae09c6ba72d5e88d5619005f953b02b14959bb824c5cabb7a307139c7ed4e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x56bc922ddd8b45930e13db9c6b1d83eb61d04e4ace1b1fb156267a91fafe07cd",
          "commitment_y": "0xf85db09e3f010b20ea32a4568430a16ba87bdef51d8472853d92a40d11d9e4ae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8d7760390815dd090d91decda66dd0f078ea024e213815f1efa67fcdb10ce3ed",
          "commitment_y": "0xa94c930f3cbd314122ca182ac28a1baa04c419153babfe1af813fe5579330c85",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb0bc17a8be99d49aeeb0d47faa47a76a4bbcc89532ec9cedb9ba9fe9d698964e",
          "commitment_y": "0x19151bb5c130e5d40bb103da7e25307a28c0570ae95c41361669a0dea7444fe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x1ef45df7a63ae875f76c2dcf14da7092784ee2dfecf8f1169c662143714105d6",
          "commitment_y": "0x663aa28dec2938e66658f739f9551aadaf602d9fcc52b5f68aa0b581c91beb1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xebb1a05ee9fc8e36fc80574ea23affe51dbb18acf22e0a933b166900d951884a",
          "commitment_y": "0x8bbc7ab68f2ba2247b69e09e57bfbac8d91200a14622130d6665c0ceb484eee",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xdb60e447a749720462856e569f1256b377d3f89edc05adddc1876792110b03d3",
          "commitment_y": "0x135e4ae730388bee6eb515cea8ef51c2b74a09633cbc68b6f2c5e455326093e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x676b53959674fc3eb46a07852a332211f11eed78e41e904f0681967fe229e4e8",
          "commitment_y": "0x2fdca3a1324af2a54091c752a9e24b55e94b536fbc4ab0f058a016a761b380e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xa7636a22591f6da16de853fd3e2a198f4257d02d863c5ed0571dfa2e393ce9ef",
          "commitment_y": "0xe07218915834e8247d3d0e52d13e1ac2b773fb83c591512de88c8e418e178807",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x537eb28d6d13d758ff6eb283611f2874fcc49efa170054498bdbc62fac89978",
          "commitment_y": "0xe9ac20dc28d602a7e513794eb45707612e3cd940f9a04952de07be573369f8b2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x483472e4e1e532684e23acc6bfe7733cb4a50c21b3bffc6f9a0c32d7af2a917",
          "commitment_y": "0xa15c0fe866ddb2cfcebc43ce4f13bafcebb289da216776f4eca0c94b6ccc7e59",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4980b1b5755be21ef89a5f91bb27785f37e3b761091356ba0b3c75b4957d600",
          "commitment_y": "0x432daec45dda3473b530d49baa65759bc04b813143ac50aeaee83f6dad86431d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9136ba6c2d0946851433d27715c4f5ea79f8fbaf59a8bb1249e241949489ff8f",
          "commitment_y": "0x3bf760f1904602e4883d8a04582e8db6206c525dbc5982abf8c524641f9f3d0f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x90e80048f3750378dce1366718fc12bf71c7ac0da7d8150b36d28aa8fc87c174",
          "commitment_y": "0x6092e47112feec514c7229120ab4a4553863b4f4323750494c03837c90e6106",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa648db1ff03c9f60341b8f7e65b34a4ef0e3a6cfbaaac6e86f475410ea95e377",
          "commitment_y": "0x38e22a74f9bc2ff9e8f0fc734be1f702e7913d84d984de46480f7e584e79c177",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x36e572b2c4b770d46ffa9ef9edae483e43c71757a1ff0fc54ae844e3d076bd6b",
          "commitment_y": "0x5ce26d6709af3e16f8f907b43b15db56822273689bc0ff830eb4c4433d0dbc79",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5e53a52706ed95407c3cc1d8af584c6ba77dd1b5179bde9480a5b5bb5f0f6899",
          "commitment_y": "0x55e3d111473835127997f3b0079ca228db9ffeb63b892f044feba1199b84981",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5e96d345864242740bdf311aa3abfb5ef37de366a27c9b24898f8f901c79b5ce",
          "commitment_y": "0xfdcef1ad39ea1f14671a84f597a75941b39d6cf624cba8f694c44a6e4a1eab0b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 19,
      "present_count": 1,
      "highest_severity": "CRITICAL",
      "merkle_root": "8b8ef80db8b21cff6c87c062bf1ca2448187e854efcbd46844500fdfe6580bf9",
      "temporal_anchor": {
        "anchor_hash": "77a571e907bd9a09574c91f1b666a50425291a35884f36e8e0e25554f697d43b",
        "chain_height": 531273,
        "epoch": 1791414093,
        "previous_anchor": "4bf80231ef4df26d0148796748ab7c8cfb9f75157fadffddcaf61cbc7ebc8f18"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 19,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:06.225071+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-e2fc8ca2d96287c7e655428e",
      "version": "1.0.0",
      "model_id": "Salesforce/xgen-small-9B-instruct-r",
      "observation_timestamp": "2026-10-07T23:01:32.373011+00:00",
      "observation_epoch": 1791414092,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf73f17cc5debafce04f3372e0463b2955786159ced9e5b0d3f0ba0b0258f952d",
          "commitment_y": "0x1cc7e61f8bf48303f09b55df36e82d2013a1df02ca8a9e53b109eb068eb06981",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x31f1773bd9508333fde8ccaef7da5c46170bae3f745201ba47d7f78ea689c4d7",
          "commitment_y": "0x3a7b56e60e86390ba1e561d80490dbd168081e6b1b7ff1ee51a7fff4efe391b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x46b43d02e7badebe1d82b2a710c398439daf3cea6505d0730fe2bc3839fce8b0",
          "commitment_y": "0x4edfd4966e551c06ce5fbdb1e681187c33aa476f26e5e5dfa1bb433d0de3b530",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7fcff06c32574471790ca2bf49906d66f57eca598a7ce9cab62f4db5c5e08a4a",
          "commitment_y": "0x997d949a37863ca0bf672d319b6e515139a77bf64a2cfb7250ee9ffd65e495c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa1160e7e66a701646c1a5ac70005397e567d51c4e5533ba6bbe4490ab5ebb461",
          "commitment_y": "0xacabe3a9e8ce1994eb690c52c56c19333e28419bd07eaffacc4f46440b3a4da",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xdd5779d467cc379fd84671c9cb579653408a38e9caad57cba0ac80a9c5b174",
          "commitment_y": "0xbf54fe856a368eb40bb4d2586a726aba3c6784947b842264b03743d6f300a4d8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x87c3bf59b8b373fa925b3aeb993cb29cabdb3dcb5ab73f7c6adcb01dba85a8e0",
          "commitment_y": "0x2ad9ae43073e135b77d4f5c2a00538cfe9d2573bcb261e2e7497c8386f8c21bd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc275cb22eb6dad70ecd3a2c14d3d5938a3f85fde9192529bc41ba146830d8663",
          "commitment_y": "0x1007c5b74b0c09021c6ab74a6294c7f152d26d8ad5ffb649e4274b183ffc43ec",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x11f797601de023320beac3930303df9bd747ea758a132077c3b1b1c71abea845",
          "commitment_y": "0x73d9569dd5bf3a63e2985a39ac94413aa7ed8f9326b79bbe9b2608fbf974b8bd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4fe13d0be91026e43fda5594cc472381703dd77b190fde2e97f58ee6228de612",
          "commitment_y": "0x2d559b4d1bf46f011b719ecd9c6ac48f54d98fad538d6f4af038873f741720f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x3e3fb9c4c8a27764fe67cab8192061fc95f00fbe2d4968d2c1a82a33e5b1e35d",
          "commitment_y": "0x85c6a53279b1a2173551d1460869a2dc27229f6db8633419eb5cb534863de699",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf23e3ac44f23669877e803fe225a32ecd44f5f1bb05a65de1d7fd0a27b36bf23",
          "commitment_y": "0x148aabc9a24dbfd7bf6d3796de4b5d1e2165584467cd25a0ace90ec7ab708934",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3beba1e2c7d96ef28879e344a66e3716478b85795b792ec19eb9be5edc3f39e3",
          "commitment_y": "0x9244a291ae3d9a3e86d612b54ddf7c2ac49f496e93bad257e2f359a4db870718",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x979ab7046aa8939c8a748bf37ddea5c36bde8afaf115fc25543e52a54dd37398",
          "commitment_y": "0x706cfda9f2999c8c306931b32e5378f4c3407562ad0b04afcee334f9fe471c16",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7d04a6a8f762db5abab66b1b2c011451b772f315c98dbfa13f47be3d652b25ab",
          "commitment_y": "0x16fcf5512605df4951ac40962e3f9d89253fa979fdaf29faa3c658ffdbd7f0cc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xc067dad2f7fe4b41551a8725aec72b24db19bcf2f8ac69c2b9838572eafe6997",
          "commitment_y": "0xd8b44994fcdc7d1a0eb07959539830c37de6b7e05a6b0bc2b357d67fedaf7384",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x232ec26ec54994313f4c2d4f2b0d5bcef80b8478cd47b04cf70ddc7be402e13d",
          "commitment_y": "0x179025af03c7e53f8fb11ee1021e943715fe77cc655a16bdb7317c1bf58f0f51",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xf3c957815aba590210a6be8b31261b08c279d0cc87f48cfcb03a36db1055a613",
          "commitment_y": "0xb63c32618fc1a3059e1948ad4170f600a17368504faae76f7984ff336e7ad7fd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x89fcd85d79825702895be3634001299454059def481ac833cf1f1fa4a3a0742e",
          "commitment_y": "0x7c92c2d2473b1bf8956cfe0eb0f530ab714e4d3d6aef7d13fdc24d4f52ac7265",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xeceeb7b33d19c43b90dbe62709f887f9667c6185d89e3cad3e9d5d6e3e423dd1",
          "commitment_y": "0xb9fc026e4c84e1ad1fe284995fc514be56621cab712c3f59e3e4332b6626313b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 13,
      "present_count": 7,
      "highest_severity": "CRITICAL",
      "merkle_root": "56d8c178899c1197f040f4a68525f9ebd6df402601f8122278f611829f54e682",
      "temporal_anchor": {
        "anchor_hash": "4bf80231ef4df26d0148796748ab7c8cfb9f75157fadffddcaf61cbc7ebc8f18",
        "chain_height": 531272,
        "epoch": 1791414092,
        "previous_anchor": "1446e9ab034a7971c78d62b681d5db9375ad00eb40c4570f522d3adb1531d4f7"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 13,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:04.822320+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-9713c803adb2575635e6a563",
      "version": "1.0.0",
      "model_id": "Umangs28/pocketai-expense-qwen3-4b",
      "observation_timestamp": "2026-10-07T23:01:30.792738+00:00",
      "observation_epoch": 1791414090,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf083343c01f45ab4d358c9e2fcf66c4c6e716abd458feffd08dd9c471f2c625b",
          "commitment_y": "0xf70088aa7a14c7472d683dc6483dfb42ceb7e9d4b609da72fc13e90e20aaabf9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x528ea5fa6151dbcee66da05f8f2b0b8b753a7c38a2d7ed7b24853f2abaec1496",
          "commitment_y": "0x9a0e33f9a2adc6ad4d1d8891eae6c61b6e0fcd2851c3cbef72701c3e8157a58e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x591f02fd17627ddd98fe4354dc621aa3eb5e5796fd64eca18a75f0a885a0c7d1",
          "commitment_y": "0x876a48aff10a73e062079290bf3741815f10031dfbb3d4952565f1eaaa505659",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb2270ec84fede0ec22d57a05be49056c02193b1d15346722dcc1830a3e338868",
          "commitment_y": "0x696760128865abae0db62f9869e6c659f3a828b4db32de227e43d6e8b04cb58d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9ce7a37f14febfd8bd1c9973e94dc848cc68e885160df05e7766819d21a0d933",
          "commitment_y": "0xc91378563997d17baf65fad6876c52ddb8452c23cb88f35713a07263c8c326fb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xda98043fa9c41a762cbaed4111b0d29b6d63f848b96d23bf273f13001be8828f",
          "commitment_y": "0xa594d3ec44d02b234e86ca6336d93ce68e310fa1ae770a62528b4b8a6a7ee015",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x1bdf5f67a945b352435e7dc18b19cc36d99c9438a4ce25d20009aff84bfd0b5",
          "commitment_y": "0x5cf71b0ecc70a3faa0640e2e4ea805ad87897f2b6ad7a1dfc35b61ad347fdb86",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe3ff48f8ff5f4a548d80243a6192f95fddded40f9b57afeb32ff67274df5ca8b",
          "commitment_y": "0x5f8c0eb1180c3692d116dc183822bbfba03745a186efd17e56efd9cb019e6cc4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6491809ffb422dc3b4ff08f8a831efb0e59b9611ad596e2dcf4464f5a6e12a81",
          "commitment_y": "0xe4c5614b0237c35a25d67a8f42658689cc397368a9e3e49a444d250762fcddd1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdd1e12f09557da290719a04cbd47ed074d9bfd81afb54d0ba0fbfb66f2bd27c0",
          "commitment_y": "0x8466b91d02c309d0b9271f9c0d2456261ac54b69b2d9477e57cbe8f7585a3b69",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xff371baf0ac18f746981e8f1167aa393b706cf53b5277df4eb038b54206b3a2e",
          "commitment_y": "0xb54e613b2684b848ac21670e3ddf848a1bf54a0cf3188cacd4aa9cf93d48b04b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5930a458ebeae7bb4733d46de80b2e6401580f8069bac5f5553e9e1fb65b7259",
          "commitment_y": "0xd74086b993c6d91f5d263eceb3f1227f02d27789235cf6967378f823e82e5ecf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5b9cb8908c82a3853eba0147310ed977c9faa5b0a108a250b34134bf63052af3",
          "commitment_y": "0xb22fa3b03a8e6b718bbfa97fd6d23e43d05bb542b2c030f6532b8bb26d24a908",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x969aeac73add1c67d452c35fa6085e4d3a514343a629b5804820f69e21a0678c",
          "commitment_y": "0x340bc08744c0edaa986a46226223d1d38f7d1a2d68a28906496d42ae39a15b8f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9880f725688f200e8d337f3d057eff5b5d92c91d4291caeb6bbe9f4ed6ea10f",
          "commitment_y": "0xceffb5fda057b6beb45b3f33db402dc54ec2dd8fed0cedea47ba58e77b602aef",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf71af30ff22ef7138c4a42d1cefce12ae9cdb8a2c546629b02ed65a6ff5c62d5",
          "commitment_y": "0x69692dfead7638b2a90d6d8c3d7319d5f0e64a7d21a3a81a700dfcbb0b606147",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7489ad8cae79377dc13cf82be09e53ce05adb3d3114e57781eecfb922ff58dd9",
          "commitment_y": "0xde03f36a686d5c551325829dd6daee728d95a3f446c841bd011f0ea107a42020",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xccb476e6456484889a16398489ef5b8985127d31909686f1170a4e3aad76cf9b",
          "commitment_y": "0xf3addab469e6393119251821619c2babe460e1deff291f9d091e4381d0dde1f0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5644295f0a0160896271947d9ad6a031cc99dc3824511f6b1bf735dd9accb5a4",
          "commitment_y": "0x6d478910e10a07aa3fdc3cb6c5470ac23ce66973d45b05e90eaf27b3d609bb73",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbcfe862527c72e91725b521063e89be6b83492abf6e0b72982415c0e7aade597",
          "commitment_y": "0x3c752527eca04789cd065aeb4f22982e4fb338eceae394d753c1571fc974744f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 19,
      "present_count": 1,
      "highest_severity": "CRITICAL",
      "merkle_root": "9ccc9e48537e76fb64fff343e2083b0e735ac16beb5f591a76c8f0daf20bc1f9",
      "temporal_anchor": {
        "anchor_hash": "1446e9ab034a7971c78d62b681d5db9375ad00eb40c4570f522d3adb1531d4f7",
        "chain_height": 531271,
        "epoch": 1791414090,
        "previous_anchor": "d3b479bd99a097e93506b88d7b860bfff8e69db154b1ee8b712ffe2be9b8320f"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 19,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.019732+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-df9e9c2e2c183c8a6d98c5e4",
      "version": "1.0.0",
      "model_id": "Salesforce/mixqg-3b",
      "observation_timestamp": "2026-10-07T23:01:29.282295+00:00",
      "observation_epoch": 1791414089,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xca9e70981c6653ab2c188e647ced56460f482af04ff538602e33483ee5f80d3b",
          "commitment_y": "0x877d66edc8cdc8809f257266eb2eb8918e38e59e51a5b66e05b3dd2789d83b6b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x16ac8459154dadf291ac70fc52a6e184fd19da68f0009efbd784f83b90680570",
          "commitment_y": "0xa1aa03a2e494f03b3e0c02696bbb29601a679801b38fdbb93be68d242973007d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xb255e1e5245855e620a0793d10f3c72583395c9ba6b7f4a2333431998087a525",
          "commitment_y": "0xf1012fd5dda049f1e5367be7273d8b5903ebcf70a66ca109768911efc68e5655",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x19aef17f74ccd1a6ef3eec8acab5caadb679beba90cbda5a627b450fd66dbffa",
          "commitment_y": "0xba4493a5281b50cd58257b7b197b5dbcd08e22e5b806fe68c8a71fd64e5f7a1c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe3591427a895342ce14b5f2f41fc7d2441de24ca6816ebe3e764221d6a0faa9f",
          "commitment_y": "0x4311c72ce3c7587a861b1abae4e5ffcd71172437e21dae759adc09358050692a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5e6065120f39ecb0001a83c34fd2d4675cc406766925a20089bc05810fd6b5e2",
          "commitment_y": "0x57636ab24d89f29b43474157dc82455a15be30f4298a8420a190ad35bb849d3d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xa8905127e5f21bea2464cd4ebe6bcbecba7b73c0c63ae71683cb9ce46a0dbf57",
          "commitment_y": "0xbf6cafe99bd9c5e029664cc2c4d16c6fd283e9a49d368edf2ee900c2fd7ab9a0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe186d8d2d152d8eea894fc768554ec2974d1ed2bdd185589d0ac71271efc2173",
          "commitment_y": "0x935385183115e2cfa4f556f4f43c3c44b2ce7b25075a2b93d5ebc0da19d4ddac",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x82018437d7a69eed416d60dc6d025f2e50a47d6cf59db5d1e9d4315e9c4e1f4e",
          "commitment_y": "0xd675e6da3769ca56af3231b43b32e91cf3eb5d38767e74bd921b247583ecbad4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x95180eb81d5c473de40db6dbaabb72ca7b70a178e55c28657b717edd5ef02b7e",
          "commitment_y": "0x6fa505055b65df73c6662e642cdae81851c42e4548ddc7e31a2da3a302e12dd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x4c47eda4f1210a3c8508d825e6567e935bf1fa4ae1ab90323e2c6021b888e41c",
          "commitment_y": "0x21858907bd5a79fcfbef49c210bdd4859d836f7af81b160bf47f9e6cb05ac103",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3da9b7f1d20554603cdc61ac169d9559c8c2b811202a0bcf7fdc8d465ae80188",
          "commitment_y": "0x47ff1c6615aa6fb72c044d8055c72388b2b3b8749469e5c730c9edb6c6bb3239",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7909cc862718d2d31d35b6cd8c0047d54835e89106df3170de15e232dd93f2eb",
          "commitment_y": "0x92bd795b54d1e51f963627fa6224bd6096dc54680ac82648a0063653944b9dbd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x39e7ce7ea93becd0ca17c17f8f9dcf78c2feeed70dfd904ebe2728782ac1048",
          "commitment_y": "0xeeccb769ab57795d11adb6b7be7874fefcff9558a405131f8d7c10961d8c62c9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcacf0f8916894330ebcc762638dfbb41b42a2eb465dcfaa5dbb4012ef27e038e",
          "commitment_y": "0x6afe624894382a4a3a888de8c2d3726d82d5be413c03993868aff7c330d2f692",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5889db55d1ba201aaf3dbaf2a6c14e7bdaafaced287802791d6a63ce1d0d206d",
          "commitment_y": "0xfb9c9bdddd9ae47f4aa5b2fb74ed2c45f7a93f6ac604b0f316f254ca4c35d32c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x15d713f9fc9dd38a5efcd197d7080e65987fa9954404da648be8082ba936c4d",
          "commitment_y": "0x1f5ceda408ac9200561a709ab9cd01d944bae6f0a27471c0f9cf84b15e296ae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x321901c27c1e9cb46505a2816611fe6d57bf795bc1810e15beca2a6fcf772918",
          "commitment_y": "0xa280376c14af252d0ec11ae6984b752a67beaec799c1de4458c5a7f8125bf683",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x41a312cf1300941247f400c31b8e3d204be8680e6ff65267874eda688c7cc76f",
          "commitment_y": "0x2e523096bf5b36df6439ad1595e79f24e8f0d16d72b8e525dbb50b1b0f574cce",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xed94d4b89895471a1963360cec3c96015b1bd1306a5f70828f34ac35b18f8d4a",
          "commitment_y": "0xb892b08f3c2c66cacf8372ec58a5a0f5690ed5e22bed7c0c3e0c01b5cd7a3434",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "821e3955da8161b6d563900611c3f73cd3b74647598693dc8717c3509deef5a9",
      "temporal_anchor": {
        "anchor_hash": "d3b479bd99a097e93506b88d7b860bfff8e69db154b1ee8b712ffe2be9b8320f",
        "chain_height": 531270,
        "epoch": 1791414089,
        "previous_anchor": "eb9bf02999f279dc93ca76412ac8fd24b1e8860ba05cc7835cdabe9a59e258dc"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:04.700119+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-678bcc1d3d417d579bb70631",
      "version": "1.0.0",
      "model_id": "nvidia/DeepSeek-R1-0528-NVFP4-v2",
      "observation_timestamp": "2026-10-07T23:01:27.740850+00:00",
      "observation_epoch": 1791414087,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf160386f69e1092072d9222cd69cff3b77226453c36f659d0811614c3a657b3a",
          "commitment_y": "0x43b2bad7a33b2041a8e08dd8dac1afe97bae77ea438af26cbbb8c735967a85b5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa9d069823759ed9dd7ed7a8be7b6500c01baf7a8882ca49cc57b2ca1c22ad6a9",
          "commitment_y": "0x7518f00debc96116cf31ffc3de118a0a40a22498f19bb962ffb36f764fa1a3de",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x15e4b13698a2b936b4cd44e18b1c1a15f4f50f7a0771e976593673546ec8ed2c",
          "commitment_y": "0xb304a3b1d7c3dbba15e68362b3defb5bbb8f9c9f8fd56f441374ba168514793a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa74d4d0fd45354c1da07c52912b16ac99930d8a1b6feef965efede32c89c49af",
          "commitment_y": "0x3f1beb6cc17f85ef1821fb08642601d9897f1ce373baa567c1b00479170ae9e5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x225f3c3145e022e44096d5b6f49d928b0f88ee857d9ec4760bebfef15bf90f60",
          "commitment_y": "0x8057c9ed7a46ef82267d5455afcb049b110b427eb4229be3a3f9f11e59aea4dc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x91368daaf54347b66482651f918dc530e5598ce49ee9637f060c9e943ade618d",
          "commitment_y": "0x1ad0e5133f86254a4b2037beb132f7ee5ee9097c5593b8830145f3880344a1bb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xe0d039f9c96d8b5b9f1f93695e6746f55fe0d6685a113e774e4307ae5422d743",
          "commitment_y": "0xc94a0a6cc12d27d89a76beeedac5aad5ec2247ea4569c2e277ddf202524d9640",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4024f1643bc2d4a52d37471d54a49dd530f1acffeb38efe63ca586b9aed47d7f",
          "commitment_y": "0xb89f51baeaca4ef1c070f998f76c49090650f79448a529209fecbf5874e00723",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xa1e7324461c46776df184c1ea4c060fa1fcf1ed80c32eb5e0c725a35b1f271c",
          "commitment_y": "0x92f0a02fff2c31e91711dc4365f2b172cb4d98da4f5b435c0be1f8aef9f89f27",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9b14a4e4c757b34484f64b0e2577c98a0d99a78887ef443b6056975a46c2196c",
          "commitment_y": "0x3272862337808ff37a3fb985e94d4aa1f64bc6b120e69142b3d9cf4923df6a74",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x2e7d8da08e24234c57c8d17bf391cf948a552b0fa299b3b390906bcf9df9113c",
          "commitment_y": "0x7252ca334e87423bb11639ba5372e1ba4cab18b0103f189bc85c10e3e31a2df5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8e3eafbe7907bd2a075e0afa3b3a4618bc94164038e0cc832e661171b1969706",
          "commitment_y": "0x93d8cd77e4644c7481290dbae730cf54cc1f4a758e7b6d9ad04fb1d76e507214",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcfb56546faad1dd5dbd15ade56f9cb1a4e38ba1c2bfcde847c30a6c87c0804e9",
          "commitment_y": "0x8d6c26fe203fe5fa414f70ef574eac3158ab95c604624004808f16709601238b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xf79f8526812b22a399a8f8b9f20bd7f0a8fccefa9690ffd968e366945e3534c7",
          "commitment_y": "0x84da3914c9a0cdeaa1e6539065f77334630e710a9952a198c65fed113b84a3e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xc9795a23608cd09ac71b8c1ae939c0a860e83d0fe0be7b227c45fb358a18c938",
          "commitment_y": "0x2ca643726f28dc8f7ee6479c41c4c89b47dd8b83130c3ca69b8d13fd9b97e8de",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x2dafe3fca026e752d28e87e919c4650637e33104edeca494a174b9387228de63",
          "commitment_y": "0xbc00a5ff8f49577e10378f1113aee6e8182c3f3090344c13e16f30a98d1cfdc0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x67c09f60fcdc35b8f49d665880719849c371c5454ac10a11e4ce96d26ea95735",
          "commitment_y": "0x3efba3c53402ad515eea38e3eb15a264889987f0299fa12bb51337db2cf1f952",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xfb8a6b54a771f51f191c85d7b04a230ea571a4cfe3be8f6e7dc30a35e4d850e0",
          "commitment_y": "0x81b148d306b2fe0d4efbe86ae9cb5a1cfb00a0d513f598538e57972131386d3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x92b8f63f213491876e583a0ac14d75c3d5070f56417318aa5ef2e2abcf29976d",
          "commitment_y": "0x7097ea4365409dfea6a2a78ae7014158407766c1d352c59e28bd3da1d51a3c15",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x75fb10b1376018df49c1611cc0396f5e467b4f66e6022ca2c83beaec384f02f9",
          "commitment_y": "0x7fba687a61e2a5e7bab6a9602520313bda87e5b95896ee8c79bfe3952ed5ef83",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 10,
      "present_count": 10,
      "highest_severity": "CRITICAL",
      "merkle_root": "9c07049d69d1a774794ddd602742b8b7c0795ed9f0a28863027bd379018fcfa0",
      "temporal_anchor": {
        "anchor_hash": "eb9bf02999f279dc93ca76412ac8fd24b1e8860ba05cc7835cdabe9a59e258dc",
        "chain_height": 531269,
        "epoch": 1791414087,
        "previous_anchor": "5ce31358ab553558a28200a75b7068ec23e3ee0009d50554d542d9d35258f395"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 10,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Principle 2.4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.091933+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-04619b353d16f8eeb700e19e",
      "version": "1.0.0",
      "model_id": "superb/wav2vec2-base-superb-er",
      "observation_timestamp": "2026-10-07T23:01:26.226371+00:00",
      "observation_epoch": 1791414086,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa7e3a612529ef131c6945b6d249bfcef9acedb0cfc68659e6dc907e5ee8eb612",
          "commitment_y": "0x89bbc833bb560d400ebe0f2d844431211b1b0b0183de3276a327b72632bda95a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x54a297aefda8049491f923faf108f752660a2603102c7d6a198a12e24317c3a8",
          "commitment_y": "0x324e456f5319201ca280011120a0af7e22592f288e47c66b2532910f75c067df",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x911e227ea42ddfa3bab1a2cdbe974e61fb14f5ca569306a7122baff5a02e16e9",
          "commitment_y": "0xed90cea780ec14c14dfd090e0cf48c720518d4eedd5f572fcd35468420e646c2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4664cf9ddb1d2ac9c9d8e62847464c85fc75e8f0321b6b562b9237c158889c77",
          "commitment_y": "0x145f6a69a6146b4d64664608cc8ce4ffc0dec590b71b6d15d5f5872864a80c69",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x66faf7803169e14ddb6e936a2eb052728fc5451e7f5e01b0aabd33b9ef767d0b",
          "commitment_y": "0xf26540d4d09210c14b11e91a5f56d0d2bb3891aa4c2682e48e60e20cb7da8998",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xafb26d6f7909da5bfc638e5874c24aa14199f95d424dbc103e61d62af392d2fa",
          "commitment_y": "0x231132601baf30d26385054938ec42e906192d136ccc39da7002b98b1e6bd9bf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x1628defba208b395f6297651ed126deaad545c149cfa944ec558a270a0edad8a",
          "commitment_y": "0x8da718f7462d57cf8639b4376004169eaed33df17ff532a3d21f14b9ce1631d9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7d3f86659e64d195eb7ef88a572bba6f58feb4561f206268f16a9ee9c4804960",
          "commitment_y": "0x44e6e8e4410a3aaa064655f89cca80a25ee338f93a97dd97248e5c07bc9c3833",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x6db7f6f237f7265d046ab652f02217f644c472154f49b8225d7c4d6b4db3b228",
          "commitment_y": "0x99f0b7672c309491ef576afda11a346f01c118aa7e15462ba307477838ce85db",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x23447b095870efd369de085a1e0073a540441130151867c6db28a112e2ea9363",
          "commitment_y": "0x458dd770d4aef2fd42147d5bd311c440501542038299207e6dbc5119593f1a7f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x20875e255b9e2a7a8fcca75a82bf5ad62c0aa737eebf6a8d013b666aab284d2a",
          "commitment_y": "0x7149059de971312d8b68cd7941067678c0bf39e5bd059b52edc0f000b3897f1b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe0af4ab3abf69762afb02fc4e3eeacf24825ff4ec7f64556c7844dd636f7b12",
          "commitment_y": "0x3b864c9c7cabe178d55735eceeda39eb6ef3815fc9d910bbffbe12a0c1798112",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x33adf7fe32cab97a3e8e691cdf6a64109911bd6e5a3e44014565c13d42ec39fa",
          "commitment_y": "0xbefc8d198ee6fc5665350e0a8b288afc0e5081fd3f5adf63eaf56f6327090ea3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xef5234c40f819408ef24ae07482b0956ff316836065a201b23e4bdd4c6207028",
          "commitment_y": "0x3e2a32fab92f271e7e25b8eefe4d310326dd69531d14c5719ba34aa95d6b94d3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x540b27935974220d0a9490887d55dc5914460f025926f9ddb82b16057941eb87",
          "commitment_y": "0x1d52dcb147994229e5c4e97581eaa40a2932187ffbe2a118aff2946e7fc65541",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x140108c14276c1f025826d443c7033a253eead16f4c5fa2f4edde65abb46d7fc",
          "commitment_y": "0x1462eba5972e4652882c4aaf6cfb527365058bd1c390ef867cb8af72f7073384",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd710132281a480961d3cdcc813d27ab9f90d8d694c6883e0946d61d89fb947a0",
          "commitment_y": "0x9cb4e008387a65565d606360ce87e8d33b8a41df74478151c9a5048bbdbab097",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x923691cfacd193855486822b617d5bb1c3be71362a305438ce23824e80764563",
          "commitment_y": "0x70da35db33efba2fe1cae43482b5d3f599b274ab22ad2f07ca4ab779b6f39a1e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc53f75e90dedb2f35fde1496105b8a58e3ded3d8b8acc52599ae5bcc279d249a",
          "commitment_y": "0x2ee8b15b6b1ebf0b5f3e9c9c64f35afe281549e6a2757eb83285515716b01e2c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2375f8a61e96147621f06b557d303462987ce9be7664a3e6d5f6e449c9d30a57",
          "commitment_y": "0x9b6c69cb39201d54157341cf5b4023b62ef73dee251cb429de7c7ac1f783da2c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "33c99e75c13c584e837aae882344a6e11d955ee016fbe3aa0039d813aab4f476",
      "temporal_anchor": {
        "anchor_hash": "5ce31358ab553558a28200a75b7068ec23e3ee0009d50554d542d9d35258f395",
        "chain_height": 531268,
        "epoch": 1791414086,
        "previous_anchor": "d1d09c74d80599206dd90f8765f9c89bf4dfe553897e84d419043da711915e30"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:11.455926+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-2fa7b9c8f89d786becb6be02",
      "version": "1.0.0",
      "model_id": "deepseek-ai/DeepSeek-V2-Lite-Chat",
      "observation_timestamp": "2026-10-07T23:01:24.673073+00:00",
      "observation_epoch": 1791414084,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x26fa726c11e3e81f5a4ee1b4a24396afda3f6be90f03ee44fa84c2ca36efad42",
          "commitment_y": "0xe52d0b5b1385a7caf444952b8268a0af13bab3b2ef70079cab0f7b1d51e85822",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1e7ba54488d92c3bf00a85520581c293b2155049d64e083c0578124220e4b9d8",
          "commitment_y": "0x3861a3f6ca60abf13dcde167d802e802a17eb778e6d4b88defb3162550ace9e0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6c39a2c8bb63e6ee617b444f17efd3f8c59aef31bae3e90b6784cc3727c07c40",
          "commitment_y": "0x6ed232bdb110b028c725f1458170c9e56e2820c6088f0e5b5bd140d4b9273b68",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7fd2c39d6b0a1687b89ef67b5ee982c59b4625a076a618a2d9fec6f7b7d1d5fa",
          "commitment_y": "0x3ec494b4de565f3d0235f02e3b6dd7e964fa5deb5fa780602efb9ab21febf0fa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x73ce0c7b6a1fb7148e250561fe63a0e7be5b82bf1c4dc516f8fc9bc46719b975",
          "commitment_y": "0x97185786c7faa24c5967f317df4a8e23558ea48ec087a1a9246cb548b940c0e8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x1d6c018b6fefc36a8b05cec7998cd83aa50b90d7fa92441a982ea74525cc25ff",
          "commitment_y": "0x4f3a91c870ce6016f5565e4f4f1f2f7b3f30c38815f9e0a9286ac21d80a1ac4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xad970c40bd94244f9673c7e51918872631f8505520946d47383fb122f73ac459",
          "commitment_y": "0xf4dddd04ed068cf327c2551d3c5a7fe7e66780f3345e93589ba4209a0e37ba53",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe621e3515ae0194d500ae3089f3c2b16f309245055485e130baf0d8ac8c1fe85",
          "commitment_y": "0x914ede3a02112ef69c874456eb37d73e5d86e723b064aa40459cb98904e9c71c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xfd9bbc075379bbcf842b5d52fe617ecba2290cd6f7c0ff6b3ccc8997d92517c2",
          "commitment_y": "0x8f2a23e9a8498a6da9c39a8d738b2166a11396035614e2bd0915f4bbb4e6f9b8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6a9858fb900655f82d3e4d4920b71c4892b046afcc00c574328db465df06684",
          "commitment_y": "0xa72a4c5d0fd820654c010b6489ab85ed00950358056c138f53efb134175fb09",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x1d3b0ab4640d10a62a70c0d6db9cb365dd52b3fec2bd88a0973cefc81cb4f881",
          "commitment_y": "0xb286d91ef9f528ed15c56162524d3b08aeb951db204f2d25d398aa476205d68b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xeceb45f4d840ada5fd743d532a751be23ba87664d754d74773ad2acd7f1a5c93",
          "commitment_y": "0x417745c4b1ae6e608c4c831fb6babfae52612ab260cff53b48c690ce8c46a456",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2685e2fe116d9f20a052d4b6218e89b3923e132c4239e09af48dc700fabbaf42",
          "commitment_y": "0xf02e4362fd9e5d54ff3bd583585687643d867b0867980c294c7c4e69b5992b50",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe70dc403b2b9f80885e7a11d7f13fcd550ed0a1767fcd1b53bc13e4ba0dc69a6",
          "commitment_y": "0x38661ac38adc5d1b63f1d015bdd3a1bffefefa131810cf46728d8a99c6216abf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x13509e18be915cf72abb0e0171558bb49ffbf24b99cfbc7d868ba669099dd964",
          "commitment_y": "0xec57ae841308a5e9e3021405837cfecb16de3e4159b9227319a51ae087a2476",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa287fc950d1faddb5bf84d094c216d9909d7f1be8369bc3ae2c2c41d5257985e",
          "commitment_y": "0xf89c56e3e35251b7ff6ced1f276c74970507429abcdc781e5b6cf7045e6a0d9d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc05ddf40393dc35ca77bec45f651e076a31fa8f3146848a89475c008d49ee7ea",
          "commitment_y": "0x5513bab7fe76f96dc4802c3b102d6eceae6915904cf5736b6ad42f282747296d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd86cd3910d413fb803ef80027122d44710be4d04b1dec91cb663ae6e04712874",
          "commitment_y": "0x2a8ea78da41a93f124c0f055b52180d1e8b5f81e27e4c67b2a55979391a88d3b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd4a8796568fc6d94047ea63b04893995c4bcc5981a9d010b61b904fa7a98cc62",
          "commitment_y": "0xbfdd58a8a72fe19f139d8c1f703ca6c6b56d24bee246f11ff79afa4dc53001c8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7a11c74c4ce16fd32caadccab3db3eb05f94f0737d6be49a8cd30194b7d635f4",
          "commitment_y": "0xb32cec4e08b4f31311b32e536a036676f1765391a4aba981b5f66074c22a9ac0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "188b19ceb6c85ce42b76c066ee78b9f33b60aff85c99365078a33c4c107d9cf2",
      "temporal_anchor": {
        "anchor_hash": "d1d09c74d80599206dd90f8765f9c89bf4dfe553897e84d419043da711915e30",
        "chain_height": 531267,
        "epoch": 1791414084,
        "previous_anchor": "d8f0008fbfab1a5ab236416c048caa650393763a177e95cc72771a1ea1a564ea"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:06.793835+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-43b64bb89568f93be7c0162f",
      "version": "1.0.0",
      "model_id": "OpenGVLab/VideoMAEv2-giant",
      "observation_timestamp": "2026-10-07T23:01:23.134960+00:00",
      "observation_epoch": 1791414083,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7f2f93ac02117ae851bb66d928c23de78494e1bf174a2e36016e9fbab7448096",
          "commitment_y": "0xdb701bc13594257dbc6f55d64238346a754cf2091961448c0cfcb2c14996b490",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xd588f62b75e92886e525f061e1a36c1f6d600f332ad092d0125c28c1d983b249",
          "commitment_y": "0x1bff3d3d73d4057d07972bc8174651edce3ce73dadc868156e5d0f3c7648d9fc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x95a6ae929fcaa2d77bb9cca8158f1038a895463c8654a32e2260696171b8c895",
          "commitment_y": "0x9c1349ec9aefe6f687aa1d72a5ff542c21ff1d86f29ad0ed129a20eb9bfd7d9a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2b6e1edf56d073fc73e4e15f6e964a51800f3f7e7264e256d2f0189de166e881",
          "commitment_y": "0xb64c0386d09ee08b72c8351c2d0326b3c9e315df94c1f127a4adf8371a0e5f41",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5f4630d86997cc91843ffb7d666a3fbd5ff0566f59b0eeee10df575c2089311a",
          "commitment_y": "0x640179957e2bf418ee9f2868cf7ab5c8c1cf892a741a52fcb917ef6b334f4bc4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x121afbfe317f6f7aa4a353b1c8abf0e3f70ef3f3ac24874d17081f3bd3d3306a",
          "commitment_y": "0x6351889ab1aefac99a2459ac49b723c014e3a53b9376af3f9755a0b9012cf65b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x68f72b05ac0c9d162740d7ed8056134fcc6c93b3ec9481182dc4ddeb6cad6f47",
          "commitment_y": "0x866ef3e4671536ab254b58416405328add3fe69f334a40b95f0354f603adff8c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7be0c8457d629d1c5b83445318f93e544027c3a788697e86bfc06c115860518e",
          "commitment_y": "0x5dc8c474207c92f39a8710b83e97ad1ee7a2da7f49b53076ed07caac58d2219a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xcbbc50fcb859748d9f5bfb4e95f1af78f15a6a42572e210ba4a0f09d927d127a",
          "commitment_y": "0x8cc9bc4632d273cdf0c06b7527b47a0eef59b3ff55f2d0e4b549bf4a41d14d0a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbfdd509dd498d5f66099ad589c002ced364918561b707bf57a6fea01ba69875b",
          "commitment_y": "0x35f19a0ca39fd20ce23160636f49f043ee7fe9b3abcf3f2e026f554c03cd55fb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x7ec186080ad9689b6bdf5da635b8396c0606bb8cffeaa50babcb53b96c725725",
          "commitment_y": "0x5964a11d1e5938c1f65df4f5f4ef7e1fff4c486b5c5764c9dacf83b46ffc27e3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x34362128a45559a9ea6c724fc08570d26ca35f28c6f88c7b4ec368037a5d791b",
          "commitment_y": "0x10f7a6fff9f198eb9badfcda4c982795355423247c91b8a7d05ff39c29d329ba",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x15edcfad1b3c4013b635034d00391cc9783629ef78023f93d41012692f7fcdc6",
          "commitment_y": "0x731f28d5e88f1ba98fe88daf0dabb1601f8de6163cfea3e36c14270dcb96d7da",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x50bbeedeac3b3501bd357944d7b62b668fd980a8435ce01299571f16bd46715b",
          "commitment_y": "0xe300a0e82034a5782f0352f2092ed2b0dc1c442ed242995a9c6702035696205",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6be2a48a9dc8025040ed94132bf54667b8e4f14f885fe8c8b1fa280904722d78",
          "commitment_y": "0x1998bf326cacc8ab830b9b48fdb982ff21d481c25d4699a6388604009fa8b389",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd8ac97b1bb24e1d2434c94d6a123a36915e075550476f7124a46afa76e6c0816",
          "commitment_y": "0x30e6e83c8bdec782a50086ad107541c9a089727e04f40f36ab0ed76e1569f23b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x95ab4903152f3437eff9454d85bd4a018cbbd8b1ec048251499e026d1986573d",
          "commitment_y": "0xf280c7f37c9e1a3b56dfaa54a0176cf738d7737ac77621178c2dd29bb08b8544",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x652f6ec7440ddb04d49c57a36cbde05b0461cd9f55ef6656452060048e0f3e5c",
          "commitment_y": "0x38d70bb0c9da4075eecaba726fa15fbbe584ac0f8c9e34df55b2ae459d61e99",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x443ab72aa52f6647ea29b1838ccf2d54ce740b65b878c0f614a2e9c19a1eb0ed",
          "commitment_y": "0xee41fa39c57bbef6bbad2ddf319d65f34f741ab96297eb34d9ef2ab4338625d3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5d99171028d1578561e9ca637e9d8d8743a8c22cec3b0c39ebfa50f12189e1e5",
          "commitment_y": "0xc52711b6a50c523aebcf8500308509ab0deab86099096749c15f1db229b970b7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "18aa0325bc42dd23719c3009082d0699bceebc99ba3a5f547c87ef51f81e24a6",
      "temporal_anchor": {
        "anchor_hash": "d8f0008fbfab1a5ab236416c048caa650393763a177e95cc72771a1ea1a564ea",
        "chain_height": 531266,
        "epoch": 1791414083,
        "previous_anchor": "3f87faff1b5119f4a174430c12bbe0628ef17fa78241a2ecbbc687b1d7e8ec37"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Art. 22",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 7,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:03.861600+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-6592c548c653ad5238421478",
      "version": "1.0.0",
      "model_id": "mlfoundations-cua-dev/qwen2_5vl_7b_easyr1_63k_with_ui_vision_and_manual_label_icons_yt_lr_1_0e-06_2epochs_z2",
      "observation_timestamp": "2026-10-07T23:01:21.243738+00:00",
      "observation_epoch": 1791414081,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x26950c5786514590758bed1af01522c4878966d3f1c2708053ba6781a601d84d",
          "commitment_y": "0x68e46fc0d8d81019383a4b7743e493528cea8ca2a448e73b0da6c1cc0d3c35a3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa5162fd6f696ceb4e72c2e67141400e6f3d22979406a8593154ee2104559a00",
          "commitment_y": "0x5463ea1eca2b85455f850cae13fcc0ef6858819a8e2cba81c5e25d7c86a30510",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x68bac917cd02046793cdf94499e1c98c1b94b1d615764cc138c05a2b1800e3ef",
          "commitment_y": "0xb9e017fadd7a0734093eec4a54e2cb46e68fdb40dcddeea885d1165c6cd6b0a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7e9dcd0f2f2a8af7edc461fe31bd3c6d7ee5aef0b7f4dbb2639719cbd7194ecb",
          "commitment_y": "0xfebbf6180f4aa3bb2e71cbab10859672fef44f4ddc064be9cb2c9d6fbb185fb6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2fb2fa355699347e61e04591536c1fda1ed8db056c74122668a27b570f8a370d",
          "commitment_y": "0x41155dc551e13bbd15229ec1ade09c2a2b15cff69b4200968b40d19a2f1eac0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x21dd8ab9c2b575615bde39ed8fc483dd43f548e2110eb51cb1c1ad47e2f55958",
          "commitment_y": "0xeb3c10e078114e0adbb3c2f76aab346d3e078d1e5db725aee9644ee5f8a3732d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x90f8105fe7cdda93afce02a671909c7500133efb58f550cba1e1d36a418ba6d8",
          "commitment_y": "0x714090075774e0cbfee098dd81907e676e0cfb9f53f7923ad48fc175e7c57d1b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x347e14a1ddf281da6ab7014f9ac960b7d6e1a111c40aeaddd34cce0fbe83a2bd",
          "commitment_y": "0xc164d6a61c64b21e115123cae1c4481198ab0b233810ebc004b16e720b12d600",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xe22cba1278816f2baf7eb75a138dc7f4d61e91b12dfec70e1b3dccd2ab189383",
          "commitment_y": "0x2b25aecf04b90bb3f03afe23e60bf2012f35c7c0e371b68e62eb5d940925e8fd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x618f194be3a0c3589775dd06e4bb77c162aff0d0d36ba6ef63a761065f859619",
          "commitment_y": "0x497bd57b1a20e8fc227e38342dfa987de4c078cb4439880d85bf63bd0881f479",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x15286d7120fbec6651f2c5129ce32d2ca4bf2221f183dfe7adc7d0f2ad119964",
          "commitment_y": "0xe8214e2348a7179720453529b4924f9b4e9c316ab0c687202567ff1e09b8b260",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5253bd511755689004ffb8511f87e08a5ac80c3f8d42bfb7ee32c85cb540076e",
          "commitment_y": "0x4809d87cc8b05b9e12361dcf5d1f63ad9d79063297dde133f523092ec57c016f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2aacaa2ff5600d79a5fe40557ad07b1ab06ef834e8eac2c26befdecb89027c0b",
          "commitment_y": "0x6671a45e7e790be3313bb316d42be56dfa264d7f43da28fc88c76ad517742843",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x649b3aadd5c57c0ae21969a770b8d5056e84cd60f5127234133f37308ffb6189",
          "commitment_y": "0xc2a31171c3e069f2b20bd48715b9e054ad0f735a3f76cc56efc7a0969a24f405",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xe950c13bcd8db076d26e7a27c06f60b35fdfe2ba9a1ac1e6f0c908974bbc06c6",
          "commitment_y": "0xf7eb7b15a909302a7d918f9e2e00f1a8fe0a92dcf83f5ea8e1bd046d7e0e0c3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xee5b4af0565d611cf71cb91148c2bd24618c33173519c41a304e40a3a2fc1cc1",
          "commitment_y": "0x8b17a62517f102dec456490c511c4ed8f74f002469acc6dcf3e57f1983af490c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7c33c20cdea8d22a418b44284a169571eb29bf546544fe10a51816699fd75d07",
          "commitment_y": "0xc039876c6d0aba25ee32d8898640852431c9ebd40ff922b6e3cc1b86f464b010",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x1d8a344a145e29d0b7e3e1bd0b252d9c09490d0bb3dc56a6ec4e1595adfb8fa6",
          "commitment_y": "0x46fc7a9cc2ff30404dcdd9b774f67b1e702a0ae44decaa98979b078d62298faa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x78093c273a9ac3655fbc488d1e4f61a07b9e7a2f3ab9acece72b50b7d7ca1199",
          "commitment_y": "0x789c43c81b3c8a7810cdd500641ab4cab57f1339d3401d11b9682b81be0ccdd0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x99daee9a44dbeb585482f7c99ed15d8608241c93a43cb3dcf7334f6906dca61f",
          "commitment_y": "0x592de84dda2f56340bed13ed73f00b771f711a991617cb6312298882c9c3610a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 13,
      "present_count": 7,
      "highest_severity": "CRITICAL",
      "merkle_root": "a5d5d641bb7111d0415bc7b30d95954f0be28e7981cdc5f82b05936a5855c428",
      "temporal_anchor": {
        "anchor_hash": "3f87faff1b5119f4a174430c12bbe0628ef17fa78241a2ecbbc687b1d7e8ec37",
        "chain_height": 531265,
        "epoch": 1791414081,
        "previous_anchor": "f667a982601a0dcd8bc2314e98d6027d65b63dac8431511ca88347766f3daba8"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 13,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.516893+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-a2ddb2a19df4d5147561b719",
      "version": "1.0.0",
      "model_id": "facebook/seamless-m4t-v2-large",
      "observation_timestamp": "2026-10-07T23:01:19.697003+00:00",
      "observation_epoch": 1791414079,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7c6fcd83824ac40b83810e62f23cda48b2a687833859cbd9ee809e98ec6837a7",
          "commitment_y": "0x17384b82b798517dc9b2cbd2d757edc6846a83f5e403353f571da0bf474d31fe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6ad8325768bca3868ddfa8f89ae4ecba43b6484add77a227c5962979e33f8e95",
          "commitment_y": "0xd26fe205010b6f805c520dcaa87ceaa5134b918449b90c7486e281b604383f68",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9d2d2bb34e21acb8409dabfdb3b332bf2567771479ef9bd389cc11e51d64a385",
          "commitment_y": "0x5625f5405c72f67a91bbb2923f3f06fac954e56a5b9d858e98751fa092841461",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3a59866827ec436efd49caeee2b88c77540bfaf200099c3bb200b8a6defeab82",
          "commitment_y": "0x1d819b49393373ae148ae66dd75a1e9927484adbc37d5818bdfe88564eee9066",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc53824695e0f2a4a43ef2def2151de5a532e833309184ffb6775366a224abb28",
          "commitment_y": "0x549ca915f7a950460bf9fee67858ee4cf22be462b545ca14de973961395d6071",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5f254a14b7a0385daeaafbf37193ffc72c1149333c4a6914413cef221f464ba6",
          "commitment_y": "0x1c5b24f2e4ada828e1cac18ee3411523dbf4794113e3beece368c85b16db7e21",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x98c57b89222fe2f51e4f2c5d066eda1664c21c2d6c317b1b8225d38c1e4a4f17",
          "commitment_y": "0xf2449c5c3c1e16c292721823a57e83dff56d05fe2c2773d0fa5a208fd510bfa5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5ed195acf96e118e6c178d7d0235288345d51ed10ee1879a37c63ddfeb221479",
          "commitment_y": "0xb52bdd58f1c72c4cd1918680f1c08bbc56feef488d24ad83826928445337079",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3b4b09f9f9cc51dc5fefa01592e02464d59a974244e75eba6bad0a61544113ad",
          "commitment_y": "0x3cfc668bbbe34ec0fd31b2faf618b38818cd1f8f8cbde881a6f137cfabe73475",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1143bf99fb3842e29b64f52242dcb221be7d0e5dc016b58929340394ddaeb06",
          "commitment_y": "0x36b589c8542036412a6a46623a569ee685bfc16e69c4e30325414530236d3753",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x30c40ace1644ceca153dabba3cb97daa0675d1868e076f8614955674a0cb9896",
          "commitment_y": "0x2bc16a4d53861681a558beee6c2925f0bd0602f7fb96cafaf26e51e8ef892b93",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4c5f2dff4a7aa23b5273c2d167a606640742aa33c18d860e86d6c8145f56e0f9",
          "commitment_y": "0x3c4abb811ef00f2dbfe5a3f9a4489b6db0d28d9c40ea1df7d033b98450524590",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc94f0dda745b03f8b9625a894d42cf2a1355668e7771f7b6acf56f749bafcd91",
          "commitment_y": "0xd6e8a4edcdbe5053eedb6f2bda0b5968f00cc405e1b24739366503b4ee071e79",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x70e12342027c4c6ac5fe02727905f502c8b12620d9ac3c26922687f0b410e0",
          "commitment_y": "0x540f3f14bbec6e9cb9a2eae793c5b5e998326e6982a44b53cdf52549210c7e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x81d55ed95674801f1394bbe9cf762560b8b4b208007a3324d746b6347ae6b4fa",
          "commitment_y": "0xe64f79884045ed954bc8e5c4092b48fb8612f908d29d357bd32b7c42fa67258",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2e55396eabe6ab811c2da1b083ea39c2778ac003a011913ae1593fed388c4b0",
          "commitment_y": "0x3af3cc1bc9a9f739af4bbaf349c7e5be4a4015490eba7cd4fd0c64d5bf0c57ba",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3e51c8b0dc668845e607b8a49721bd4031d25dc8b1d55045db53f61b0da28b74",
          "commitment_y": "0x3eda82f2f99602ae1a870bbc10fad81f25e51be9d9f33df989afadd206883a54",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x212d423e536c15fd9e71665101b7bc08b682306b44cfff12cb8b96535dc2e698",
          "commitment_y": "0xa7f78ee8f382e6b3a92f7e4ab8f0e020c7ba80f76e33d6959985d04272d1afa5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xfcc16e8add5107c4835bfff5db1ec4d89ce4a93c07b5262982bd91f6ee013ce3",
          "commitment_y": "0xe2ae87a9a4cf997066c5f986c7a4358d0745873cc7d454aa33caa8fdaa3ff6da",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x14ec0818f8b1ae37bdfddedafe3142d052321131f6a08b085acbcac741fed9cd",
          "commitment_y": "0x4f8bbe77946be3f4a36fd3507e6c929d9b2f72583531de178c2108480d3461d4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "0607d804b0d28ff5fdf6b0f3a02eeb03cec9278aa733abd8af7b9cb783741206",
      "temporal_anchor": {
        "anchor_hash": "f667a982601a0dcd8bc2314e98d6027d65b63dac8431511ca88347766f3daba8",
        "chain_height": 531264,
        "epoch": 1791414079,
        "previous_anchor": "bfb24c18dd4f5480eb39231a9227b54676553a56ef39e94fe77b2f8b7ff79cd3"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.401874+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-1c4af55660b39e98d753dfe2",
      "version": "1.0.0",
      "model_id": "bigscience/bloom-1b1",
      "observation_timestamp": "2026-10-07T23:01:18.191987+00:00",
      "observation_epoch": 1791414078,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfd43d4d291d57ee0bb730afaf2b306cd5c92db9fcc9ce1bf73a68537ddba1ae4",
          "commitment_y": "0x6fa29167ecfebff60c202aaf61526b06af5591574d561bc55f24812983bbe660",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8f534f4fca7c254d4840c38215f1e15dfc68a44a7dbf4a22eb3735d04a450363",
          "commitment_y": "0x36ae9d852ef3ee5179be48126376326f2efd8f2bf4e9233e17042f9241828e06",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xb4bbfe841e0a92e0915ab7e88101b80a42c5188c6566fd44ce59f46eb37d0a06",
          "commitment_y": "0x69541b300f5d848d0ad06bf33dbb709b79bea59bb3d4313a3780efcac84e7e47",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe46d8905c928d2bf611d18542ebfbbf222978c19fc30957f516337e5b73f678",
          "commitment_y": "0xe289944bb6b2d6ea6223f2d3d08336caa572615823044a935ea622346a322240",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x13f47496675597252e41e4a8d186d8475b7c6622f65d6a613cf71379f172e18d",
          "commitment_y": "0x8ebe060df46b97392dffb09b0cc42dd362b445dfaf18c820f96902abb07a5be",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2b1d38dd8b3255bf4bf2ebc2a671bf148318ab411098df373c039aa043995667",
          "commitment_y": "0xea85b63ece73617351cf30ee802ad1df26641fe64b603ccd3acd9005b120bde4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x140bf9f010bacd4c6af81fa0cc32265b30c0c6a86f0068e7273989c9ac76c4a5",
          "commitment_y": "0x3658e0b89eee82928343fb01c6d03a3022f9d9f0216e0dcd8dc71ea8eb7b7c74",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x66a97b7224afbc6a0f41632a93da086385e0b8a4053625aab6cb2c82dcafb2c",
          "commitment_y": "0x61e0176de79247d2ee41c4a2b31e42d50d16b372cb8ec4c5d45d8ffa0e5359c9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xd5cc6d1c09db1cb5c2a4988d0f78f9c1ccf07e3ea92f76f12b3df1fea8d595b4",
          "commitment_y": "0x3dc092d3311728ed9f86496188ad040bcfca886a94c3d0e7d55ff328fd946535",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x10b168a3f1d7f64745db74cabfdace254a90de46ef6724b4481c114b10c085f6",
          "commitment_y": "0x9b5c9a3c7930d5f8f8e2354c047759ac5728f5d7efe5d94ce11abbe9962cfc29",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xcdb956256ac5b3e425b335a33cd2db4eba15367e9d732f27216966aaf3d5d8bc",
          "commitment_y": "0x4faf45fd300e9c558a014442bc2d18014b3e7345cd8bdc2b7146d5945bc0c62f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x97effda2061943c58c1874cbbc20e9e6254e1405838135b90418a27ee05799ac",
          "commitment_y": "0xc69306fcb77518a027b47c7045d40d59051dca19d210251d41e191f9bf646ef6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xaef8d2cac3cc82e87a04cf36ad4ce419b0a98917b4dfff84508375479ab4f998",
          "commitment_y": "0x2de2999e97b3880ed20395fc74f3e59d56a6fb3dc85d9e87e132687bb17357ba",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x16db64c6c18ac44592f368ea6ebaaa15c3dd85c22aef3b2c4f7ca3478b8add50",
          "commitment_y": "0x32dc534765ec121765127ba934e34ccbbb0798577f4fef636dd81043db43ca1e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x2c40016602b7adaf55e96cfa43f9c1c12dd704e3b49df99c9406984c706dae3f",
          "commitment_y": "0x7c8702cc25b8ace8ea60bc3e47c1b7bcb992bef84f5168456360fe38b24de06",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xcd9914f3d98bfd6e1261f03372f636448d1b35ec1c7df77384f32e37d78d49aa",
          "commitment_y": "0xb9b67a96f2f292c1e4b91e8186e97db84f3e15aeefa6078f7635cae2e8fdaf84",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xcfa13fd8d8b3f3a2a9c07d89f6dc9a51018521e828b975afdc27f1ef6d06fcc1",
          "commitment_y": "0x2a1380fe2f16e2696c07ef7b1717b5b30a97893d1f6b10810e5d2a7fc26e803b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x196f467b36b9ff5642a1ad3af40164117f56b15c866e95fcf95cc0804ea0e81a",
          "commitment_y": "0x3095e3c5e9543901a69a6a8409d611ca9f07766e3a6cbf05a922476a2268408",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x850da7ee8cc67edaaf067037988ef4e53afc6f93266406b8631f27a7f24421b7",
          "commitment_y": "0x30002229e9af6d6cb9ed0c8cd9dbb1c3c52d49cbdf0c8f58a42ec3eec929bcec",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2af7a31ca7d9d59ccc8b69007b8b54086000fe1a9a3aeaa36d015758f73d8bff",
          "commitment_y": "0x2b3f417d48cf5aa534d72defd0e020f353f60538f3685f970bcd387bbe7dd322",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 9,
      "present_count": 11,
      "highest_severity": "CRITICAL",
      "merkle_root": "d88613df35320edd3aa6a1842d89122ec830f81b77036dd874e856739ff34238",
      "temporal_anchor": {
        "anchor_hash": "bfb24c18dd4f5480eb39231a9227b54676553a56ef39e94fe77b2f8b7ff79cd3",
        "chain_height": 531263,
        "epoch": 1791414078,
        "previous_anchor": "55175334e959a57f266197f493426aaa56e7ece0719ed45d777449823aed8520"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:06.154046+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-1cd84e02d378ab7197ef8470",
      "version": "1.0.0",
      "model_id": "samwaugh/artefact-markdown",
      "observation_timestamp": "2026-10-07T23:01:16.629871+00:00",
      "observation_epoch": 1791414076,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x258b21b3768f67cea64c11c0477d9d61880e98ffd0b1a28d2a01a597d110c3e7",
          "commitment_y": "0x4d6e64721201d83f7a08705e9cc69cb933c13290e0083d41c4ad75a775a64495",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xec10dd9f5b6b69e5ccf3b83e488fc37c062fd76103a0278424b630e06b810661",
          "commitment_y": "0x48482ce67199d8115819c61ac6615df6c3f403d0825f5aa7e2501b85d03654b9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc66846b7d2363a1458cbd956735a33fc35e533132cac0082671a2625c954d543",
          "commitment_y": "0xb8f59faa263e9e2e850908fc11a0480afbe2c17f8d8f6df7217afaa898a04715",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xed18d48ccd32ba1089208d6a2526444c6dd24a81740f0371b8512425294e4616",
          "commitment_y": "0x35673c828a0850da13b313175beb78cb100af76dea38e1aaa3a814894356b24a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8a2e2a6c6ded14a23fa416b28144e55da210349eb955366eeac2fdcb91377b61",
          "commitment_y": "0x29f9f5445c55ec3c3c7898788fc98a18f1beea19aed61decfa67a1f53bc2f058",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2d73140c183bb1136baac873cd754ec10c4ece02cc88173d15c8662dc82a41aa",
          "commitment_y": "0x2585749cad7f88556ea362362a4cd322747d0c582ecd1462cc4fa4a055f015c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x340e9fab64b144292deb7d97f41b4692e979d8cbc1cc30f2d685c2640ba1865b",
          "commitment_y": "0x41dbd18f8be4918806dbe1b0047c469cb536c987005f2e8f402f7226daca8f53",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa466fcabb69fc838733af151657305e5c2e0dc5bd16ae9f2f34b603f912db40f",
          "commitment_y": "0x23aa1eb9f75cf66a9761f6c8f9ff2e131656162a03decf5e68d355e86fe41ec0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5aa9732f55d3c5fab0570cfcd22de909576aeccbeef33a624a20f46b94c3d83b",
          "commitment_y": "0x46c54d0d28dd496832a3676da9871eb58c3ac06bc01377ddfc5a3da1736855b7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1c6b40c44159bbd9faf04df9d7fc3991cf1b23d8e5e6e8115b22a52a7e5614f5",
          "commitment_y": "0xe482ca9d313afcdcdbf5e6d0bf0f97989a65720213adb753ac4df88f9fecfb6c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xde0991567262c3b756017f5c0ddd3859983094108f27fe20f0aa5c910a8f7d8e",
          "commitment_y": "0xce12e6eb1f0fcbded23f4884f12a6e57f2e4b3b7e743e1bce39e31a0d91f9fab",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4b89ea671d81b427256a019b35cd833e5ed54a0e29f749ec905cd1899c25ca38",
          "commitment_y": "0xbaa9ec3ac8273b960347ee22562e2c8aacdba7c62ae204d6e44444b1dfb0ce55",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4d24f537e6578246116737fb02728ff65f7aedf7573b90d103366b82d1f7ddd2",
          "commitment_y": "0xbdb8e95e47b050df6206c8acccfe9474cd35c1c68075aabdcefaf85dad2edd3c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3fdf3e5ef831905978b58c5aa575e14f115117ac5812b3b4ebb5d18bca3edc04",
          "commitment_y": "0x7df743a229aa0efb662b9b96f9fbb7d44e5e0681922f338370c18dab60636b16",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xcd0655d98823d154b5c52749f7559d922fc29c9877f7c1dc6298130bf8ee661",
          "commitment_y": "0xd3bbb0e0c5f06c0fcfef31d88ff670e66ac9f7568248b598bc8a6e98f8c2cdf7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x82585c5f4189f8a8bb53b90bdc958f5205251844681a35381384babaa8588e7",
          "commitment_y": "0xbfec5c817898a867671ee09a5c4f91cdd80c2a9b19a86889051972c58c0321ea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf273c31e4f3f762e27c40a9fa6481338a9d5ba74a5db8f63c81170c5297fc6ac",
          "commitment_y": "0x388c0fc5f18a92baf3f8ddfa40ba00c28e89c2036e4cf53ae49adece06085ead",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x35dc2300b5b8cd67e601468900271c5168bee15f5114a622af66434e4c82431",
          "commitment_y": "0x1942acf94cc1b50021435ce58cbed9be9ab0718c141ec264794bb80ccd0780a3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd0cb52519f44ad276d10a728f2499f60d86e3fd85137537642c8b058eb782e8c",
          "commitment_y": "0x2251f2aa5b26eb3c857cdf24ac3fa0b107a1dbe4a57ffd6f154403e56899c8fb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf899f24c4367c7aef8520dce2666cca687553abd9bfdf5ac9420b7850a569bb8",
          "commitment_y": "0x33fae70b07936ba50f00190269c3c2b9ab9c0568097c0e1bc0f0e39c58fa7b66",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "09ef28f75a4cfbbc2eada533d2b102b69f16a552faec0e9eb5493650dcc5ab59",
      "temporal_anchor": {
        "anchor_hash": "55175334e959a57f266197f493426aaa56e7ece0719ed45d777449823aed8520",
        "chain_height": 531262,
        "epoch": 1791414076,
        "previous_anchor": "bf3b74919f6451fcffceebe02f2ec198b3b0d47cca0bf96d08ec18b66317f89d"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:11.045438+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-9c803d30c755bcfa456254e8",
      "version": "1.0.0",
      "model_id": "prithivMLmods/Age-Classification-SigLIP2",
      "observation_timestamp": "2026-10-07T23:01:13.715646+00:00",
      "observation_epoch": 1791414073,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x60e7e3e96aec9589a1a54e5c5d0ac9c3173dd31f508ce2a75599300b8ef0987e",
          "commitment_y": "0x60c422cb890188a727c98e737f646458e509f5a6d8a2b9b5ac8f41eb10dea556",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4be84acbc60add581dcef37af70552a2ee66513bca3282225ceee8a2c9136adc",
          "commitment_y": "0x3754c8e0a40f81d0779d7fe4f76d3d4dbcae53e337c46457d21f98774aa546ca",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4358ab3312846496b52ce195a13f558d1e5a92f6d3d4af9f511a778c33dfdc44",
          "commitment_y": "0x5a8583052ad062e32639ce5b9ba99de243de3842fd7718893ea885d09c4193c0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3419e3053f67b66f968004acd9fe876bb8eb0caf708513bddce59f3d9012533",
          "commitment_y": "0xfa14bb42745accbcc2acc644a53b2e2df18d69c7ca1e28a28bd61ad170de2f10",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x64ae8fcfa54b5eb821b30b58d189f6ceb1684bf0e59e4733c32c4ce81d686442",
          "commitment_y": "0x56b9a6722754a245878f212c4d7e58952aef5909670a95eb81713e93286a95e7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x7b8d9e602b4165de19f8aa033f6423252101a58ec59c22967ada019ba9bd447e",
          "commitment_y": "0x5305092693485221693867a0eb0eba8e1de64d30ebea356a2b1a2f55750bb638",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x5db6b0a95c6c8956efdc77a3c05aac0321cc3e41d08329eaa0f8cf1c1b735eff",
          "commitment_y": "0x8e4fcec517a6ca8be738e08e86b5a18fea4c796c4e57e9b4db21aa4a060da7be",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1cff882d9c71a4eaa02da95d13cce64242f5646464096ed89b134f5f85328435",
          "commitment_y": "0x87338497279ffd1a0a256c6f376515d35ccbd621c2859c4308c1b4348b2f6de5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xff7b0e0d65b33d2f86047199e366347383dafe6959d066059afb8c9a4e0dc9c0",
          "commitment_y": "0x85b19100d973bf3831874e25537ac6c88b9c5e93e3b70f67a92a1db114598626",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x65b19f18da28e07e762abc0851fe84221bda7687b301d42d8012d966a526a231",
          "commitment_y": "0xc84443e409938b7d249ab9fa2565f35571ad6573249c1b2e1b0414dd53bd7903",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x6fa9d20b034012d86d3e5bb1b66b91c60f23f0f2ea88fc52a926da7c9f698e4c",
          "commitment_y": "0xf853eac697d1163303a7623023c24a37f050d2d2c1a8f137d0a7c5b754020be6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x97d84ec69ffca105112f847145c8e70893719a6fbee5b63ff5c8e8f6d074a909",
          "commitment_y": "0x4ef267c076f54e47ab8c5b847f2116ec9bde8351cd6bede67f1c01dab9d8788a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4f45d11979469b52de84a26469571d8fdafc160bd7062c4c5e49912f272b16d3",
          "commitment_y": "0xc48b45034faaf031aff1f592dc4e51dd29f4b9dcd3690330f05bc27319d94c11",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xc18e79cac0b47ca9851001a496c006e3f3a9066121e3ac19a54d6636038443f",
          "commitment_y": "0x55ca325699cfdef7039e3f4e3a9ef5453c6e797c6eb91c215ebd82a1c6d538b6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5bdfa70869e9a21c345ebd7137884b13181ebdd2faf4a61613264171e184982c",
          "commitment_y": "0x70aa50aadb2ebd491ae3345b90a620b14b8167e49f8231539a69daf2a35c1cea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x50d0c08e701de61b269c89b22d32e3daa246e676f52df27ee8294e4dcb071d29",
          "commitment_y": "0xfe11db10ae41658bd9137ef2b6074f36b47c7d5aca21020da0434919f3ec1ff0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdb3fa9faa76ffe7b5e6dd2b0de2bd37a58b57d779ea190b7325fb684f966f92c",
          "commitment_y": "0x888de1d3ee0db9d1ea35f23eee2a24e6a4c3f866da626d49bc5cd3a86a16f70b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xf1c1fbd2492f4db4a04f84511e3db44182cdfc778707f48ed69c9268658d4a74",
          "commitment_y": "0x75a7369b6cfa648dfd0a706155c05864fc8f026da298188f216c5e629fc5996a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x22171608dce9a2dfcfc9d97c47ba04be2a7091e984b8f222fd4f063720dce3bb",
          "commitment_y": "0xc46dd91362c144ca24df9c65f541a8a87d7dfafbe1e224008067853c39462f5c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6c4c47ce4693342a72426c9c881f2b6be2e79eaf9ac69017dfccf69d00f1906",
          "commitment_y": "0x712d27bf47499ee4776ac6767d4c6624f46c0658304258164629cfa905c83ec9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "b1f559e70e4d2d2dcf3e87b7d2a4cd94b72f139d322b9880813a958e1060b1a3",
      "temporal_anchor": {
        "anchor_hash": "bf3b74919f6451fcffceebe02f2ec198b3b0d47cca0bf96d08ec18b66317f89d",
        "chain_height": 531261,
        "epoch": 1791414073,
        "previous_anchor": "4cdc03bd277157443d71e0eb360861e89feceab07b4535b0fc86a8fef2a5c921"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.625833+00:00"
      },
      "sonar": {
        "provenance_hash": "3682cb43b667d19c432dad05f6538244d3c2d0e3f26093b83d81b12aea789b2e",
        "provenance_score": 0.45000000000000007,
        "base_model": "google/siglip2-base-patch16-224",
        "license": "apache-2.0",
        "training_section_present": false,
        "declared_datasets": [
          "prithivMLmods/Age-Classification-Set"
        ],
        "top_dataset_signals": [],
        "scanned_at": "2026-10-07T02:00:44.160571Z"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-c2ac5cfe56e7838a20f81031",
      "version": "1.0.0",
      "model_id": "google/gemma-3n-E4B-it-litert-lm",
      "observation_timestamp": "2026-10-07T23:01:11.820804+00:00",
      "observation_epoch": 1791414071,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2968aa38255f6a5ba3e058923ebcec79420bc23043dfe45369bb975c9e150838",
          "commitment_y": "0xee871c344300d02101a8484a680d92736b206a8989f0c0972cd5a584fdc164d0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x35b6816a3261fc050949a021488b7aa43a21e4daf7c66b7973648a442a881385",
          "commitment_y": "0xe31aac700ec736697fbe7bf892d39e8b951d66936287f1bf71d5400fbb2bcdb1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xb23e7df1bf389e1c4c38dcccfdd0b23e06aeed65eb8b784fea7721a181995ad0",
          "commitment_y": "0x138a13b2e6381dad101f3c08436b836895fa88cd0f46d11b34571439b6f23c0d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x41620c412053098497dc068fae5f3dfb362cf1a6add93e7e3df9b22d2384506e",
          "commitment_y": "0xa8450ab4827b1d832168293731b3767b551e822087564bc815a1cf8016457591",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6d269d742d3ceffd524b7c431db2533f46f7282912a1264ddd0180c7282a96c7",
          "commitment_y": "0xd92fbd20905a705bb691d51a31d45cb650c1cf3298477631cb49b2548ba8b8bc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xcffb18a9a9131d72e897fdc2b46c9428ecc6877d657c4f8d126ccc1b002e5676",
          "commitment_y": "0xbb7be7df3ee24f09a1e299ecded682d629de7386584a6b5720339708382421e5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x5b01083e43516676d4430c85e1d8b8500cd076aeb5bf992c3fcdcce9ce218edd",
          "commitment_y": "0x55ce704aef79db973cd0ddfcc63e06e236c17b8c4bd0c7068b79c06c24de2466",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9cc4606b3d843ebe376a53fd64f46f3e76283a02376752b726510531915a162e",
          "commitment_y": "0x6927790b7173495018c68bc584b1dff947775006cd69f2ca70290046db696b74",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x96c8e7dda90eafea0e7019d93f4035c4566a1d873ab5189be4df8dba742f6ea1",
          "commitment_y": "0xea06bbd5d88080f2232a416670d8a31a2b586cd8e0ba862832e4104ea25ce938",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x56760fbb484e6fb3a3e2026b69313fa12e41ed08cedf759c8ec064729d961916",
          "commitment_y": "0x268e07efa20088f1067553bb8f8d77455a19abfaa7a4de2ceab95714f470827",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x99b0a07d1d56287191cf66ea549da75317829c0076169e334d87a4e72d93b39b",
          "commitment_y": "0x217ca47c7e5a991af384ead4e021f3e6c78b8fe0f8fea023117ab18d9ac10111",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x39e9b0339e97f0ff17db03f37d0119aa857a3b6cd76c3efe547e6d2968fffcb0",
          "commitment_y": "0xc91a54746492f67a5969a58400519d16e056a54b8d62b2d64b3482a33ab5d01c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa388661e71eb314ece526eece7c92832555fe87b291ac2d80772e55562e35d70",
          "commitment_y": "0xdcb9a21c09ba36fe27509bbfd01d01aa7e994d0bbf52885f015539b897d5a7c9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x90d1f7dd594a92ee2ed2d810bb17fd49cda74baacff4ddb0805594b42044809f",
          "commitment_y": "0xd713e2357ecddb5db325a8fbe5c9015a19dcbbfd415d71cf4a5639c83b932c37",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xdb686860fcaf42165fb6eb4e87ae7e32f9e10f5b9079c28d344fbb099b5e2227",
          "commitment_y": "0x775329f9d1d725bc4b696fd85a343b4d68b19ec8afe2745befbb87133488148b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x15eac5b464960954b104fa78b6219898300c3a4690365bcdc3be45ede0fdd1f8",
          "commitment_y": "0x25aeca3adcc6ab02dc2b044f61bbaff9f0c4d8e2c8ecdc05e2f21d10768c8f7f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x308a143326e1e220f38c1a4483672e5776ae2f4c69683f882ee0f294115441fc",
          "commitment_y": "0x27707d249ec7359e834342c22e78172e138c0e7d8be4b48e37182a99013bccf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xe8522e30388e42400893ee159d4903ca067be626afb301bbfbb4aaa21fd41529",
          "commitment_y": "0xb88aaff3ead1b064410d482d5e97bddeccafb943194c333ec1e8e6d09f5e9609",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x45560e3ae874e3e91a97917d673725dce1d6c403b60cf5897e91a8c4eaacdf39",
          "commitment_y": "0x24765ed657472c91361f1685105b7f1403c7dc3d82167254831ef934dc407323",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x91a58383b6b994fd121eeb13c0cbc08cdf0916a275e8a5719a2a86d78401c96c",
          "commitment_y": "0xb2745651f4643f74dc028e20bf6e3d3707f67939228dcda288be1b6bc7feaff1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        }
      ],
      "absent_count": 10,
      "present_count": 10,
      "highest_severity": "CRITICAL",
      "merkle_root": "4fb1ba12da0b55c3c49839dda356d746e2de9fa31501104ab7f7c925ca384dc0",
      "temporal_anchor": {
        "anchor_hash": "4cdc03bd277157443d71e0eb360861e89feceab07b4535b0fc86a8fef2a5c921",
        "chain_height": 531260,
        "epoch": 1791414071,
        "previous_anchor": "0cf95857d4639ffc748e8ebc9ed5306097101d59bed256585bd1699546b84fdd"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 10,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "A.6.2.6",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.689898+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-390227ac4f76b26117270a75",
      "version": "1.0.0",
      "model_id": "BAAI/bge-reranker-base",
      "observation_timestamp": "2026-10-07T23:01:10.307390+00:00",
      "observation_epoch": 1791414070,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x51904e537eed6cd8bb996c165a1ea6771c5151c7d9e5f4fbbe91fe65fc1baee3",
          "commitment_y": "0x7fe61203cf1202b0eab210d8aa1f8e931e0c9c238b1b1b103869e10c69cc93b2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x27100897b1e706b00423a0c95c65f977005c55e5da160bb8ab3c2509eb9bc96a",
          "commitment_y": "0x3b9827c45dfeca1ab0399ab9cf8bd037ce1245593b3ad40dc9a314ed4849d5fa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x67d79341e80a18a96801071f020a5ef55864a54db924421743c5ab797ed42ca2",
          "commitment_y": "0xfcff4f7a04f22482a8404f673dce4a5b9d6d35369dc5fa7f743112eaeae3b734",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x57d71841ece720de9df5594827f07f04549a31357ce99465e92a84723138d978",
          "commitment_y": "0xe6fa43de9b03c64c518023242e47836366ec8cbbc15b90d47bb4caa3eaa830f9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x585755ab553f686c8e3c4064bf633080b074c8759b8ccfbfcfe11b65d927b7aa",
          "commitment_y": "0xd91b479a70a495dd84ebe06df55909ef8b45e0fb12d7c63dad9863e721027798",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6373509e569313778f4546e30645565137c78e6201e33922a75febd35abbd61e",
          "commitment_y": "0x268e07bae866466131eab5a8ddfc183d0e22813c2f2e1433e55de302cae649a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xdd7f2d8751bba8eaf1b2da5f8a6379fc1b2ff5b5e3370cd19f0bccf7eeb7055",
          "commitment_y": "0x61dbdff4be082d58481ff15828a298f76ccb59bd11ee08dff05cd271954efc8e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xfcab94d10cebe11c231a354636c22dfe94a44c9f9dfc516d58a0a73a2c88d31b",
          "commitment_y": "0xd39eaad751fd953436c0b44fca73fe0fdc9f6b6be815e297dc7d4749276ed032",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xa64f49faf1a773e9a598d6a008ffc5cba3f5d8e7aae4ce52e291428306782541",
          "commitment_y": "0x54ea08d4f7654084deb25fd962835e2fe4cc6ef7ee1f9af73bd0ef66bc259083",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x89d6fc5b8cf79375574af220a6aeb851581363233c055d267a35331c3672ab55",
          "commitment_y": "0x91f3259fb3a3c4e5950ae0fecbac1f2e9cdf57e10afe1b68c1d8e2caefdb5985",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xc20d9248767ecdc2f48af7b6c3f01ef5485d2bf52c6fc0f6f6eb9c0841fb6e05",
          "commitment_y": "0x5f01d7aff5283b647b2974123664dc5d3606e971fd817531f43c85e8437279b5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xab5c5cba5bc68c60fabbcec356d0e6532d1ea7b4c1c019de5086c6de5633097f",
          "commitment_y": "0x30dc77d3a66ec8dc99d247f19a361b35b34e409bf47a87a4781a9eca113af32d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf48c85898120d468f0423ed3e17796a69758db1180c60f38cba809a4208f33a",
          "commitment_y": "0xbfd48e2212cbcc172b95b4a29852b05cb0030ad05377a17d1a69be9bb0e9ce3e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xdd127e9291822829e2a45e4699376dd9b8c3ef0280e50f4327d6f4385253fd44",
          "commitment_y": "0xd3a852fe89cf23999af29bf3ba54e79a9c43120a04ffb2ef6902c0d9e2970b6e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc322907c01fd39d4c41c5b954c92a64457315123e847e5741ebb537af0085ae3",
          "commitment_y": "0x679c2023ffaf000cf6b045c52cdcb0062fe817309892d2b3c3d37c7d0e174c26",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x72a0c8534a302bbee2d2c01abb993c908f805df1d39703c973b78aae51c1b23d",
          "commitment_y": "0xcdec90b47d0969815ee0fe975ec1cf0c0098942054a38239d451d9000bc5740f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x81985cad85481a1baf0f103d413b93a61956e5c31a4fb5d72d9d172903d4d6ca",
          "commitment_y": "0xa0a79497a8582eeb7fa3d16f0ce4eea80ec7db7aa1dbbbdf94c738f47a05e473",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1ba03d735a9734afbe78a101fb0edc0c6e16198b81bd43962f047758b1dbcad5",
          "commitment_y": "0x5a6ebf9325e0c821890c452a7f882bf3e2b1e5eea29c9baef8e44088d76820fc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2c72ccf570db880a0f2d6057d6b600c80b6079f78564ba07fcb90b4ef1ea68d2",
          "commitment_y": "0x17ee78422cd9bfcb6e3f32330598cf01eb27731ca07d64de9c7433a9f7347bec",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x12fc047ce6e2af6bd6af4689e5c3a7ea804f795953aac68bbb39e485805f3589",
          "commitment_y": "0x56c581e25bb0ea2f30988160e6715cb1ecd26c2ee5937f7351a21d45cb4458b1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "eab50a2bc8e9b80e85e8f49fb1b4cd90027239081e5b286e73e1c945c3655ed4",
      "temporal_anchor": {
        "anchor_hash": "0cf95857d4639ffc748e8ebc9ed5306097101d59bed256585bd1699546b84fdd",
        "chain_height": 531259,
        "epoch": 1791414070,
        "previous_anchor": "72d2b3bec5883e5fe599eee39aa5bfd71488f289998cfadd39986509910cf1ea"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:01.697331+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-1da8e077d68b230b5f06726b",
      "version": "1.0.0",
      "model_id": "mradermacher/zen4-thinking-i1-GGUF",
      "observation_timestamp": "2026-10-07T23:01:08.717195+00:00",
      "observation_epoch": 1791414068,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x719f2f6640898c3abc69062d07eddc5e029c27667bdc762900206d9a12d281b3",
          "commitment_y": "0x714d1f4e796b22c4d83e5d2b920faf84bc950be11f4ca7030087dc17eef8a897",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x88db475d97bbbf1d952b9b6ec7b825229633352b9ad288cc50d064f6e1b32026",
          "commitment_y": "0x72f4a91d7cc51326174fbb97f71f52bda7c22bef4e76fde533c4aa05f66cc3c8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x28e3ab7458f9024ad9d8c211f06844913a0a176c61a80a2e11d1f7013bb51305",
          "commitment_y": "0x1a58bd074037f9bdc3c1c972f1652ab770443a5808916e01a4249a533ec937ea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa72174a9133417e585203eb60fc9d03fda50eb9f6664ca844a309fe03ffef891",
          "commitment_y": "0x581a530c3e87d6e249021a7cc9ad89cbe9d21bb67b6ec061c20c61ab4b314348",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1c573acb4c8f4c3b9f672a14f224b19956ce92f87b84825c351e6ebbef8c5497",
          "commitment_y": "0xfe637252253de56750e8c7dba609196f099c4e17e1aa4a41ab5f2f9504f5d45d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa4931f540973d42acc697ff9e4372c2dc3c905468842883ab38f520b888ff34a",
          "commitment_y": "0xd3094149ac756010d808c0a2c260a48bb53c3288f246e610f8571a7ecb7b7c34",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xcb7740527592de67b333cdd0438bb155c84295a65523e5d9d3c988a42ac204cf",
          "commitment_y": "0xa094f553c80bd62f815a0ee83ab80ada3794080b55c5cadbe81a159d8f435f74",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x411ccd4d226c1856d4d9f2e4faa8c1030ec06733564d0b3adde7c088b04d62ec",
          "commitment_y": "0xee8408530aac7fcef6c61e3472d787aa7e3ce2523f5fc50d1677afc9ed2b2580",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x6a2426b0f2f32d7d991001f44ee9ebe44df72a2659265021fbf1dcd1261b8a6f",
          "commitment_y": "0x113aac66546ac48c22e5960afac8d1fe9f602c8f10981a85ddc0db08bb2ba4e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2630689825b37c139831c07eb57c5aca4330ffe9f60b8bcdab15e5e5173399f9",
          "commitment_y": "0x9a8f04e94fd326e75cff4147344d68a5af8c0bfd706d3b88c182940e84a04ecc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x16e12c76d88e4cc50da221c76b21ab6535cc63490cfa835ff1baf65aad973005",
          "commitment_y": "0xd7b243eceadc6e49b4fc68d69166cbcd8b7ff947c03155dbfa9b39de62d4666f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6ea8d75e0a7fc26f0ede4d4f035f67af895aa432f6874406f7fcd04b9d7bc542",
          "commitment_y": "0x44de44562d9ec73e784307cfc72a95d7af1d64075a8367febe45cf7447d4732b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3e460c1a2d78734a2c93997e5e501508099964a0c978aec563127c52f595bc64",
          "commitment_y": "0x218262b25a1aeb6ec6fe9e6a7bc7e918c030a10cefc9d90eb3ceb519f0007452",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x4257edc6e5493b69c74fbe1e90d8e1fc48ea0e587f11b185fdbbe357afe01906",
          "commitment_y": "0xaaa111a487c891f815a916d1eb60f743b17f4c6913b0adc6e6cbf63a1954fc35",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9a5c70a2c720a015a5a9df98efe50d23d747eae5e86e6bc34717f191db5c94b8",
          "commitment_y": "0x16c7c6ef7ad79d3aea045284f09e15304d53bc06437d34b17f7c14feac433a29",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2b4b23d3e675173ff156d02dc77039f5731b8c5119f4f9ec97cfdf020d569145",
          "commitment_y": "0xc36fb084d4038edfca1c704f2fd64b42293db2176b9ce36a088d58e01a2647b3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x74a8762eb61d856ce1ffb7d4120f7f552f7e3303cc158711d2911eb5d8d64c00",
          "commitment_y": "0x36d51684096a28dc2aee37b5fe41d2f13e789219d450ae48571146b45594b4ea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf5ba430e1be174771ceda084e8cb13becd21214a7d471b09eca8b9a3dc17130a",
          "commitment_y": "0x8bceaa79a4cccb0b0bf0c6efb5a46777bcc8c90fac8743086a7e2b6bba46746c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x454b20362a0280506ed5d863c0cdd489ebafbffbe14fa63a8750a011ff4cb4ee",
          "commitment_y": "0x5ac1563ab6c48933a7849ed7e66fb98657787de39216d00bacacc6ec985373cf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x27dbcf388e427d898761a419e1f2ac1fb771293749bdf7325c29873dad78ab2e",
          "commitment_y": "0xc0950ad386fa7be4c076842d58f66a33e3767b10dd32f49a43b36592e3a0c859",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "72cefd3e538efa7b0c5d711259e8fc573914e43926c5af6632dcda04b89e72cb",
      "temporal_anchor": {
        "anchor_hash": "72d2b3bec5883e5fe599eee39aa5bfd71488f289998cfadd39986509910cf1ea",
        "chain_height": 531258,
        "epoch": 1791414068,
        "previous_anchor": "0ede1933a776ca460e4b47f2a5071314d737b03e1a992cbdbbfa19dfef80acd0"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.880499+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-290c748ee0274b2d707877e7",
      "version": "1.0.0",
      "model_id": "krishnateja95/ImageNet-Think",
      "observation_timestamp": "2026-10-07T23:01:07.176717+00:00",
      "observation_epoch": 1791414067,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xffcb12064579326d1f7f99362672b355cfaa79ef84fb92c9612192d1c1dbd865",
          "commitment_y": "0x9d940baeac96fc4ce27c4f6b5bcca4811425380023d778b0185b989d0b6da49",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7ff97eeac15ea371f2d266fda6645be89e78b37240de43ce91fe218621a311d4",
          "commitment_y": "0xb01a8f13962875f9715ae695459976fc5f33cd02c2290803c14a8f69a740718",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xeb2e3c11243f57c137ec7ea65888ab71e2efec15a931fc4c2b277f18fed92c17",
          "commitment_y": "0xe5c633061fdedbcb926c6dcf8bd5a649071aa1393c9330d854a714460d30f51f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6585b72370c220e255321a07f3d7af2db4f2184da36bfc661df37e738b865851",
          "commitment_y": "0xc2d12ca8fb57bc0cde8aa6bbc5fb7dc8bd16c492b4b25e361062af516577d2be",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4e5bea6f661ab8d70193be610d0cca524277f4c7aba396b10662a241c28301df",
          "commitment_y": "0x21fa20e424b682211c9d2d6c07ee0c3e3e6cf7d040c0691797a55ebdb4cc0869",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xdf3ba822900f247f624d24d3b70a42c55eb2f4dac1ae34b639f41f1e3d13878b",
          "commitment_y": "0x980dd710c2f8f0ceba20e2881c19360afff3177cf55bc054c4685383faf22014",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xed974474f1d8cd571102cc4397d717f06ac29fe40b711f5a910c5d448967f1d9",
          "commitment_y": "0x8c88aac080b677cb6be0f599daa26013f403433ed5bd5ea4b14d25990b1b804",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x58871f5d3a97eb8b3f4de21213f0d162b106b50160f2b3fcb544ba8baeaf5c9d",
          "commitment_y": "0x71bd097f8f2f9dd1f1b40d98ef95c1dc58c2c01a2b3548dbcbfaa999d285ccb1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3414370df6f7ef7286ddb3baa8e0227d58d3d2861312e6de73a4a51c41379468",
          "commitment_y": "0xa67777551fbdaccba3029967038cd6ff7a70248f27728f7f0ac5a27e4b10c691",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf323573dc30815996ac2ffe0b6cc91d13720e4c7790314666c83e680507394a9",
          "commitment_y": "0x6a7d0007f56f902d3c64219308a2e9b939420ce9b254039dbe312c156f45dd55",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xadf6452844b5774ea57a5b455adfe13328a3b403a008ea2d7f95d162437890b5",
          "commitment_y": "0x3e7ebbd41dc9342c2d2f478fabffa59763b997d88735ac5e755996603601797",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2e6c79f50884c2874d6930c17cc9d4ec9aefed26602da60272b5b347aa411ee6",
          "commitment_y": "0x60e50af95fcd10ffea939c48c8b2ad88c7fb3d987e15379ea219b6107d345888",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa3a6089806886a7bd551c9a454667d95c59e1d4a331c4abe7a6a264ee72b7c61",
          "commitment_y": "0xac3281afd737bd165795fa429588578b5383d1218a5e7d6be18f9e72dfa7258",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x939908988f7194ca118e84e4424259d183b49ea4596b3461c975cd98ed97374d",
          "commitment_y": "0xd82ae4ab0e659c0d2b903cbc89832358f4ac984b312ae5b0662b0d84fc32cd8c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x74eb7f147047b2109267cba419c7808a0f8ff52b5521a2a82487ffd064669f50",
          "commitment_y": "0x3230cc4d5bd95c65f0e0083d505f8b5773b61dd9720153237f8fec02ab896458",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x41ee4ed898a6df0aedc898a0a729a0cea55c816d8da4b942bd1a9fe046709aa0",
          "commitment_y": "0x590929cd9c8f5792bfcec66a6f1276a6a1d4458cb32bf421086fbd4c258ccac5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1588670872c1bda43571682672381315321f1a7f9205a7837bc942a000ba7f5b",
          "commitment_y": "0x4be41951702ef3e0df5dc8f2e9423185c44d9ad70b3469affa96539be821c1ab",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5ac2194bc559b274d70dd468ced4bc9df2aa820fb7f0abfa746e919f6a2d9d68",
          "commitment_y": "0x4447b7be46a04b2eb9fbfffccca3aa5f8162d6d4c27d2c438f3a50637df4e067",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x8ffd85da6d76ec0a6cad35b29e0f65236d9192ba261765331c95af3f458aa2d7",
          "commitment_y": "0x2494a0ef0f2fea00f3733bfba44a337f131a5e4114d2480eb5bd379745b91562",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xebb3a2fdd7ffe8e1f3185d20612d912426d04cbbb4bbb2c5ea2f615c5c234de0",
          "commitment_y": "0xeadf9af5e9438f272349ba9e12bde56177e78eb59313ffd1952ce28966f94d54",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "f5573702de70fc65e9bfa78a5e198e8a7d3aee106cd1c185608a99f93b72410f",
      "temporal_anchor": {
        "anchor_hash": "0ede1933a776ca460e4b47f2a5071314d737b03e1a992cbdbbfa19dfef80acd0",
        "chain_height": 531257,
        "epoch": 1791414067,
        "previous_anchor": "5e917f33455fe2b1906d7d1c46923e78eda6f1cc3d30899dee26ee1b1ccdb073"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.524027+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-6dc0f721c9604352f50b9f3b",
      "version": "1.0.0",
      "model_id": "J3zzky/apache-2.0",
      "observation_timestamp": "2026-10-07T23:01:05.060624+00:00",
      "observation_epoch": 1791414065,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb403e7d77f02412fbefc60b644d6d9ba5b045a9750cf68bb38b1e7d8a01d1fd2",
          "commitment_y": "0xb189e31630297b6d84f113c21d592d7484ce985a418df303c0032b3e675fcc71",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa9d8b50a6c4f73d0489ff46d256dbd5e3eba5cc0fa3db5731a6a1662076162e5",
          "commitment_y": "0x8cb60730d157893bc91f781b7bcefeae08050ed0eba6676e31b88645820dbad3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4be41c6fa68661aea1f73c77bc27959dc3e199bb63e4ac54e4cf2cf22f4bffbf",
          "commitment_y": "0x961731bf612cf988ec40554c9680781045203644a14ba927dc527c99babad724",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdea95cf495c0ec339b8fd4a937a8bf35153fe67e57ad1cdf8d036a4312466b1f",
          "commitment_y": "0x36fe0d328db61abe19ce4f595c18df654f8978fe1c805c4c10fcaee05e64bc62",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x88517a397a4a6c97a343cb28f2755c63346acc3f1a19175d4be7a2abcf64bd02",
          "commitment_y": "0x7cc7c1a6dbbbc333cf2df60d00e9085b9d894d59821a6257b08e4f382949a8e6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x69d4b02d835fe20f3df904110cd95ba1439b424176406f4de78786492afd6d9c",
          "commitment_y": "0xd884ee24d5e5ffd62360584da3cfefa6173409092323c30103bd813c56d2e1b2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x7064396038200c32976690a3969d882cb5474b5bf3f500296560fa746e166047",
          "commitment_y": "0xbfd6e3c4af8894e4ce5743a9a450ce6a11639db0133df96b565ad54a41e46824",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6d72eef1c4768f3c393a362208748271503395de446f46dfc79867216db72414",
          "commitment_y": "0xe9d8a8fff154dcc92f7541c209083b5d5bd277a403d8f98930ac9c92a72f1c0a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x766536991e9dd91b3e719ade755e0ce944d4d562c7ad7626f96c459cce62eee9",
          "commitment_y": "0xd88b83f7bd74975ed9a0e48afff25b8d0cb6069295c409f31149e88bb807d60f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x38d3eba2b2845f41207c3aa6976f72eccd3605152a7abc55eeabde479c4cebe9",
          "commitment_y": "0x4e49cde0ce37acb9a9e42b01e33b607522f9598f1481a8b1dc49504ed2b023bc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x556e2e7b14865d7e7f22cc38985e7e8f3b8947617f2c48c49dba5db456fda831",
          "commitment_y": "0x4a4e74da8112df55dab6d303c2dec249384330cfb8536923e2241953edcfe765",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe4378c93ce818ca4e6ba3c9e5d8e732ec5bda0aea17685fbc7ac8f508b6fb88e",
          "commitment_y": "0xb64ece5d214433437824c333052c4602272d80653ad849c553ce57a88c088847",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1ad886a57cf7a4610141cc0821f20dd0988c09d47a6e8fa90cd4e7ce31f2b5d4",
          "commitment_y": "0xce6bbedd2f7c5f867273f44b71c9169cc09713c80d061ff1239748b7473df62b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1ddff9ad0cc8510bf3e681578dc0c12603e57ffadec841cfaf4a852413286e4a",
          "commitment_y": "0xaceb1cb9dc4ee29e811161b3bcbc2bcb25f5db9ade8c3a0895ff98a3e0e79969",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5f59ac84a4836b507506ae0d7d0b60b0192493df61229845cd8ce93186e740ab",
          "commitment_y": "0xffd0001fac3980d44bf93fea47592e9b84ab535176f3a65e061eb1ff8c017fd5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x89e213959402e6d451b6a09cb98d78177f0b285b0f59e4fd9f7bb46375592504",
          "commitment_y": "0xab8a2eccf1a85507409f3317dc01072944a29d52a8daba044966ded35374d196",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8f1010edb65ca19583808e5e068c7b3b5016575615a44df461eada9c86bafa30",
          "commitment_y": "0x64c1450b88aa5a1db9648bae2a15deb025bafc71d07bf39e0c2b34bccee12289",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf4ff4311920e15fa33c3dc4a5a120f7d0327e8f765375a58e56e881e1ee1b3d2",
          "commitment_y": "0x651563350c7f6c79588a967ad753bf2a97e65def3fc5e4158692f6794ac5cef0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe37f21bd1e16b915182b7eab75d1ef99feda9ba7a1dc82628c53d0c73a8bd4cf",
          "commitment_y": "0xd5c5b5e53c92e409e3f9ddc3b94daf9401f83de5abc6879a49295a54a28e87d8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xac6e6d9ae8ad0270c3fd835443c219208e7e8356d49ce980a5935a7481c18ca6",
          "commitment_y": "0x18e5d298ac1fa1378be8356a93c74286cd301059e7ae54ab3a6c02adf56dd39c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 19,
      "present_count": 1,
      "highest_severity": "CRITICAL",
      "merkle_root": "1c36925a13a53920c4c546be3e678e7a28fcf08113055cdc9ff0fb17086d2d2d",
      "temporal_anchor": {
        "anchor_hash": "5e917f33455fe2b1906d7d1c46923e78eda6f1cc3d30899dee26ee1b1ccdb073",
        "chain_height": 531256,
        "epoch": 1791414065,
        "previous_anchor": "dc9668e1c5b3449c28ee0496bb07cd895834cb60088dbda0dcf84e736a6e39ab"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 19,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:02.971749+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-d3206327898d3a18c7f649df",
      "version": "1.0.0",
      "model_id": "microsoft/layoutlmv3-large",
      "observation_timestamp": "2026-10-07T23:01:03.540995+00:00",
      "observation_epoch": 1791414063,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4f16b3b859bd4a083dd2f74f43b2abcba6e69e8487a3e647c04b7e1f267706d9",
          "commitment_y": "0x1c604a30ee04ddb238f61b296061f177fd5eece9dea461f257fc34fbae2f7ec8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xeb7b46e8cecd76599b32d1ca9d02272cb042b4c8133c78d5831a0a84497bc3f0",
          "commitment_y": "0xc6682f682231e881d48cb662dc081e574149935eeb1052dc541187e7f8289d27",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x50ae095d9e0ad964fa1a179e9637c58480afe3e079a12e9988f7baf61741f13c",
          "commitment_y": "0xde54054b0d9045a1229eb93275f008eca2548a665d1aecfa405ae157de99dae0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf46844c8c793137f2360a38669e9a247e874210621a5c3569914a556894b32d7",
          "commitment_y": "0xf83c181848911b7680db18b8202c5d8f6bdf9b9b8e11111e867ea53673b1df44",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x9b258dc26853271bd287a5f4beff008b0a272504d1614e24627a520411fd9efb",
          "commitment_y": "0xede188a76c1ea2a2474825ba72d692a29e4b9557ec0d4b34570c795433c2f67e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xcb1ef65784e05045d0a5f748c81258f0672eb12d6308c1385459107fc474270f",
          "commitment_y": "0xd375c4e513054e1d0446ad8e092948082095aa61e2bf7963e9ff98c1f13107f3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x16e37949aff2f2b3b477a1830438fad860a78a2a43c97b3f137977fe70db4a84",
          "commitment_y": "0xf626a252725eaa6130b10eab2ab520d51641098251a11bae4f5e98b70aafd892",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdbd9b169b9c39a49aeb052f1dcd1e4900a25eb3074b18cc8e3f143abf18bcc71",
          "commitment_y": "0xf6ce25b55178789500d7ce8389ac05b4ccb093e005b138a3d163ad8a37089f64",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x1cf3b401099e8befa38284004ceee6cc33bf825fca05a749986827d6e0f0677a",
          "commitment_y": "0xa18264b8892587a27b28db1f263c4fcf855d5f99b6e3c299c54a90efcdceef57",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe3e48cb104ffe62b27c60815760cb0a935cd9f3316cb2878b32b4c3f87988b2e",
          "commitment_y": "0x2e941adeded42d3e14caa1382c8d927f690077649976ffa756f742bc6bc170a9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x3551856e19717fb22ef2d8e1599ac8a76047c7cd80dcdf6ca58f8c5742e8e370",
          "commitment_y": "0x9c33576e0bbabc2f93c756c6b31bbb1bf77ad97c9866a7d79bde7dd0efee8860",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6cb89b990a84fd95304db5adaaa4fb6069ee53303099f8c48933a59649228779",
          "commitment_y": "0x880ae1e8bf8d96be437537f3dd788febc47067b3d137d31a91245556d9eae8ee",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9cf542d4491da643dc225e4661c2820011660f046f82005142c4c3eeb0459e24",
          "commitment_y": "0x1e659e54d9e6aab10842646048bd34a16dfd9372ee694501fbb57b918637765c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x78dae9621e12a935ec25bbfa7b1c709b65437298636ef5cfe1c9fb3d24be6d0b",
          "commitment_y": "0xd2cc1ece4e3081ea1ee904ad238039b0fcd16fdbed0c834f8ee20348fce0d09e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8b269bd2e5fe7dc2c3b1398fdec027e86ac53790144ad528e3b801e3e8be002b",
          "commitment_y": "0x9ca5b04bab1973436ef9b0cfdd48defbe853aa798be0b20b7e1e5fa0b6fcda36",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4b094263db374718ddd20d25a480051a75f692f3297cb498669ffe705dc067d9",
          "commitment_y": "0x464116d0536c22df04593a1c233ae090c3527159533ca47f73a01be01e8a01e4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5b1c05ce9338b58658daab601e0006a9b6d455481085cd9181d233ace1b0b9b2",
          "commitment_y": "0xeca4849dd1c65c509a27bdbb64d112e3bd7bf38a21170308acdc991ffe76e9c9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc362a37927d47b355600ee3d946ef2301515c1c069da1e5818e867c3bc003aab",
          "commitment_y": "0x62888e8ece285c8cd17d1bf388ccf84e6dd2f5af6bf7f3bde8cffdc597314dc0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3bfc2dd5194db17a9ff0e5e0ad4840a00a3c3c10ec8c7c0de494cd5899e954ef",
          "commitment_y": "0x430ea92e20c5d1783eef57c00dd79e9814536d743104be55c961d39694f7b108",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x26a25257d00a78baaebd97450bc1eb090abc4b51ef0d87f68acead382e8f44f0",
          "commitment_y": "0xbc73b8e25cc1d7b454294f3976553ba7fe090da2897a086b6767a0b3e3db9b8a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "8f979942433b3b5cf6a1dbec236673a5aa0e4c90ea469cea3f1d581f7d67eab4",
      "temporal_anchor": {
        "anchor_hash": "dc9668e1c5b3449c28ee0496bb07cd895834cb60088dbda0dcf84e736a6e39ab",
        "chain_height": 531255,
        "epoch": 1791414063,
        "previous_anchor": "268f6c180fa33e12998d62b4fdd62f819f6bf92e2e73f0d72355cbc921db0af0"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.322076+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-af6b2b814e2dd92c2c1c9eb0",
      "version": "1.0.0",
      "model_id": "weikaih/TaskMeAnything-v1-eval-db",
      "observation_timestamp": "2026-10-07T23:01:01.967247+00:00",
      "observation_epoch": 1791414061,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x15b70a7f36fb7bbfab73b51bf4a8bdf020c76cc18ee48267a276dd30e9a31ab3",
          "commitment_y": "0x4bf5a5e0fcab08985350f93be53dcb166eead65efc2cd202c6d36421a89e03c1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd1286700da0f25c2d2d14db0d091c78fd4ca8bc132f3a38bf73312a558caaede",
          "commitment_y": "0xd48995455197371b6c20b4867f33fedd10ab3784e81048d2bdf61da28aeec2fe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc5503c0f0750780f0ec6bb13e0457eb3dcd3622794cd8b9d2d7337ad9bc578ce",
          "commitment_y": "0xeacec111227795681b9a84d93054e00f1c8291119492498fbd145044fc4d5cca",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8dd06fc60db255b3ce91c4cf9607eab304bf8d615705450890f894694294819b",
          "commitment_y": "0xe3f985d44db595ffe7bab136aca1023220716e2ee77b156ab7edd670bc3d2551",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x776f4235e04d1194c5645bfa2dc55d203c26db1e8afc7f12cd93648194640f45",
          "commitment_y": "0xa1751888f5e2946ec449380383ddcf1797680705409e97764e2f9ab544324e94",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xbe6d5db35a7509cc1b30030746b60db602d318711268ec9c244161db42e48d86",
          "commitment_y": "0xb074793a8ea213d5a13dc03bd5c6bb49b44387e2089bd97fabd6431463eb6fd1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xada2ac031dd9ff4a27af06e815f6b7f8989c5c9532f82b074660c58cd831725b",
          "commitment_y": "0xc27e6493fd66a42af20ed95cb70810c63f0148dd166e0ebbae734fec545bc014",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3b8f89ba4945c85e5377be1e5fc6154121a06c28590daf00449765031bd5aac4",
          "commitment_y": "0x7f81f1cc4334e7815fb8ca4b8868cb03d503fc65be48dcaee38ea4ca0d10f9e4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc9c8e1c1f6b675c2453031974f91d17716ee5375f8632d9f056386fffbe07407",
          "commitment_y": "0x8247a0a749b326a785834a08380383bcbcbc343c2b4c160951d21aad953daf36",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8acee9fd713e221692fa9dd41733adbb9c99f2ec2ca937b5389dbdb15af482a8",
          "commitment_y": "0x3c11965d348c128e5a641c63805e512e575da593bfbcfc8d6968dbaba6d08979",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xe9b2a77af6346cf62c20daed738c819f19b195d3fc632e922f076a2087fc0417",
          "commitment_y": "0xfc81317e24fffb09b85a320b678fc76175e07d9939f88a44d88e9c8cba8c963a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x91c2860a18f6e45a3a863b5e472ab51f2e76bd2c9246cdc8fb32faf753a1d846",
          "commitment_y": "0x7ec6ed343cce638fda949943b916d140aeaf7241dcd4d1bfd077ba9dc8d9afd5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5d3bed5780475fce1418eb56a38d6dec512063e7bfb93c16d5cc158bb61412ec",
          "commitment_y": "0x93049f8fa7c98f6aaadef80f3eb7fe0313590babe69fdf946322c38a066bf141",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7af684186f2538620ba4aea9b54064c09f0b6e1c131bb3f7d01ccb6c30076d49",
          "commitment_y": "0x71f76898e6386c64959a85c1c68aec19c4e65f80d24eed3da4c815053b82b379",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdbbb45b5ea3ffc5b333b3b56414ecd5af7a242bf37d0dc55d0d0e8c635de6d5f",
          "commitment_y": "0x32f95f20a7b8c08c17656e40cad913fe92827be99d212abc0ebc99494aa6dcb4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5cdf2c609d4182679f294372010908e03ed2e2c4150fa4f83eac2b12ad4a626c",
          "commitment_y": "0xdecb1d8e6a7e35ca8290e03fd25d7263b2c5f538ef9ffee7a007780491e7ac83",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x98cd653d3dc6f068c2e844e8800e61e0e775d38d8f36812bda3bbfb0e91a6822",
          "commitment_y": "0x2f433e76c5192d496a1b0c9cee6eccfcdb54dfc01c051991b98031e414c4de04",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9a67ee8fde1f8fb51d57e82af8ff481ae3a9b1406fad53a15ee440cab5542f6f",
          "commitment_y": "0x83cead95c89330b89051508675fa73febcd4c4422ba6c594e5f49757f62f01c3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xaaec8ae3e7abb135bd0e74835ddb9204d4b47bf358780d7352ee3795213c3c15",
          "commitment_y": "0xa8e5b632439474ac3526e5eb2beb291812991ab7915fdda33642d658368ff0bd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6f6a8469447ba92ba40b6473ff6567f686fa96aee42775781741b471e57af4a2",
          "commitment_y": "0xb2916386c04ee0becff09698bc798d054f38b5106f3bdc2e70b8d506b6571ce2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "4ab4a6535be3760d856d18333c0c484ca3ed905fec50d497d414a4ecc7bd9b48",
      "temporal_anchor": {
        "anchor_hash": "268f6c180fa33e12998d62b4fdd62f819f6bf92e2e73f0d72355cbc921db0af0",
        "chain_height": 531254,
        "epoch": 1791414061,
        "previous_anchor": "8d129d02a8d4a6a473c80c30fb1afa566c88b23ca2334369376f804abd29f32f"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(c)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:12.224008+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-cc8eed56427413fb2569c57c",
      "version": "1.0.0",
      "model_id": "openbmb/Eurus-7b-sft",
      "observation_timestamp": "2026-10-07T23:00:59.184770+00:00",
      "observation_epoch": 1791414059,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1b7f152db472df13c709947d098b84fabac2a8ba09e42fe9782d84c33992991b",
          "commitment_y": "0xe4b0d9b7907cff391c944f5adbe43c4675ca3b4d970e228bef496818d67bf6ae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf963d09f9e8af1d1cea44e208990f647726142017f3487afe3e967cb406b1551",
          "commitment_y": "0x80ceb103d0f64cef02825d0b880ced502051a3bee3ff878481452b861df2eb4b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdd628412bbbd0f2a3e5f808ff5b235a659e34787fd06524d0206f09d5b82163b",
          "commitment_y": "0xb6c1de12af194e0f407102ca794abcf346cacd0609e904b3fe5d8683121ad3f1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xad416fc9cdbc4f1f46582e0d65846e674ebff70f0c684ee5ebe6727ae9ee2cb5",
          "commitment_y": "0x5e372ebcca18b76c3d4f611b1ef5634d86bb10cfacaf8b3268d5515d00be192c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1a2a30026d1fb17cd94cf37020041faecc8bf216a375cd5c8a165934f1e106a2",
          "commitment_y": "0xba111ce290c52adfaba480295b5c6d368cc4618526555bd0ad6d65d6a19bf5d9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x65c42a7540072e8190dc7802888a49299359750572986d2011e55e4f4e213478",
          "commitment_y": "0x58853f0d37ca558a5e214d4d549123af3a68e6ee996283ad2af0b268ffae49c6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xa12f796b7133d9928684a14cd809affe545e53d487f8c6467b0954d6db4e959a",
          "commitment_y": "0x517d38c3ea13b14a62066b77703d7378757adf8aec8d0e73e2cec0f4879cf51a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2c5981ab066647340f6f826ca57d2f7d7a15b90376a583651c7640ef8ce3c813",
          "commitment_y": "0xd7204c48cd5a29395c7617fb8af5b104b59b321fbdca8544205fe12a72302120",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x1dbbf6b95007195cf458b78903f908d74394cd31c8cbed1b7a571fbc6a259176",
          "commitment_y": "0x612e78b942563c2851c27f96c44ca05df0e7d9db636380ca048a02873c8bf411",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa9915be89c996997fd3bc5e2f7edc1b06dfd6d0b72be13bbc5b886d40b3e7b2",
          "commitment_y": "0x5762a81125d57259245fd37ee1017d5d14d2b07f6840e29fec455a8a9671c9e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x8bd8c9cb1fd3af615e43e4e2f7259885eea3f52ff66bee931f040087526a9321",
          "commitment_y": "0x711397c90cd5af319edafd410e688bea8e1afcc8f7255ef070f0dbf4cf09b853",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xffa0a05ee343de7af71fdd0831e5a3ab75da31c769c06433dba36b1c34c59662",
          "commitment_y": "0x8f2ab1e1dfd94b7cb92e45db3d429ec7f8203157be1571724b7cced84b104e65",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6d46be218b3c2b7a19b1307d92f57c7294abb4f5602b6849cd2bfc9090b21f0a",
          "commitment_y": "0xcc3c85a6d42b5e2b0c827f9ac5c986c3da11443b6e45c627ef429709c385d609",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x895c39b4732f4854d4a17abcf4a447089cef271be6e59bbc057dc68eb15e3fd5",
          "commitment_y": "0x7b9b6d9c72d0f5365e66215b36d930465bc2d84ff579ebd20f290b7db4412ebd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd7e37a6c8bd96741c5340f7654ee27e096478b469a55337568998dd443e266f7",
          "commitment_y": "0x9cfa5a4b078eb937d3238a806cf9c66a0a649b6adf3318ffa43e0f6dc20ec3af",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x6cc60d0bcf3fd51864ecfd088d3f4ee9499d416e912e0a980d8332503787bf20",
          "commitment_y": "0x2f41ef99838b57e7275d5598f494c784c20e817d21c50b9d8301db1533d01bf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc0af14ef159b96b8690857241109524c81be4032e52be565ca5ddce5edcc4771",
          "commitment_y": "0x85fd1ee33cab362183108784ea3fe1a10fb128fc6f7f77cccfdef5a3a82a330a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x136df1f7e74793e0c1d9c49f3e8fbf0e21bab2c54b93ba061804f0a38d9ac889",
          "commitment_y": "0xd3d868b31f32c8710a578a7f525e216baa134357a600a6498d5bdc67d93e3d8a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x7bfc1febdd1b21e9b5554e1e2ebe3b32dbb6422b6c7e1bf8c01704d10e9d3f0e",
          "commitment_y": "0xa81c1cfdee8688cff2cba11df19737a65480796b48a052c9d64966dd164c69dc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3698f5dd27d0f75027a200ea8fe1a420363bceabc6fa9ea15e65538b5e7aacb2",
          "commitment_y": "0x37061019435321099193e01ceb93ad5e88d06601711e4e9bdb319bf317a4d824",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "a805a3e54161c10225ade8f4f62b6a9fb7c23beec28c64c6a038f8cde9ef392a",
      "temporal_anchor": {
        "anchor_hash": "8d129d02a8d4a6a473c80c30fb1afa566c88b23ca2334369376f804abd29f32f",
        "chain_height": 531253,
        "epoch": 1791414059,
        "previous_anchor": "b1fcf98e0859664ecb315d2943418ce020cd57fe5e2048d3e0f849a406344339"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.352272+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-d6ab87c17484afbf6132fea6",
      "version": "1.0.0",
      "model_id": "mixedbread-ai/mxbai-edge-colbert-v0-17m",
      "observation_timestamp": "2026-10-07T23:00:57.625063+00:00",
      "observation_epoch": 1791414057,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc727126b28c151406eb7aaa12fee0f1e33b6fce524cce4c617c7dd3ca1ff0458",
          "commitment_y": "0xbb36630d0c6bf52487786f5c4d1fada3652746b1f3c423af0dfcbc26681b506",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x588757e333fc7f52ce42e8aeed3ec30256f822d8466d51aa4048b0dc2733378d",
          "commitment_y": "0x49775d0a097a92c7fa14fd694a73942ba6056cc55f3104f09dc3d59908f73eb6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xedae99f97a3a6334eb4436ea148a9d2cbf282e110550108d2c5d7aefce15d252",
          "commitment_y": "0xcd0b15c5cc1b3c43813d1cae88b21428461c6f845285c83dae062cb3270c911f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7d4f8eb73380b63f809bb58ed5e6037f6edac9ec853c2f82e94f9928beaaef62",
          "commitment_y": "0xe6f08edfc5ec2b8b22627631f5ef640195991c48dcc02b1ce84d0153923ff5e3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xeb49e4aed35e920cf891a46afed0cf3af9baf14de2a7216fb9f599efc63d88e4",
          "commitment_y": "0xf57bd027a7c45ddf8e89060cdf76d0d2cc0a4cadfbe6d6f642d3c7b708b8c152",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd9df0420103b9e36e0981e394b8635835c2ec5a1de958338b6c0d6bd65475512",
          "commitment_y": "0x5f828b8b0111e07824a1d1922007de3d0f31842a38d0808d637a684ccac91ed",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x89c9f1d72afd2d7d4f7f1a89a98487b5cf86f48fe69f920d23b048aea6915bfb",
          "commitment_y": "0x389a436169e12ee043080d8e4d62106dfdfb41fb5c3cde4c38b5ff564825162f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x494c15ea4e9fdfa1dac8e189e8daaff7db92ae9399f3167297e069c6d3337ccd",
          "commitment_y": "0xfb1197df60fafb06202b48a5e095f00b238993317d229f1ca3bebfa9a207596d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xa438184454980f9501a04a97080e33bb30d326f573e66a2f3100db186428aa31",
          "commitment_y": "0x5ac97836d5c7ee9cf884cc923812a4af7f012ad091d1f4813b9d2c4de2f78f35",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x13284b39ecd2fef19d4dbfa2764f7f9d60929597e06e84aa48a8f0211c381398",
          "commitment_y": "0x8369eb3d0c60d224ae6ac9b4b1516a3f592137df48636417df20f740af353860",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x191770182020edcd48a88159f64a67be81e064237de3bd8c4f60ed8ffed0933e",
          "commitment_y": "0xee086479efa61b5e53fcb9acb1fdd442ff4dbdf5732563f27b2621c4d593b584",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x308f713a7307f2b5e1fcb0796167e6eec93c60e762e531d333401cf675a6919d",
          "commitment_y": "0xe53daa2a5668ab2a94b7b512e1427371276915e97341dcda82c97e1e53e2ae35",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4fd78b7a5d2a11a17e21bd7ecfa1dd1547008ff59e92c2db99397ed3c8235ab7",
          "commitment_y": "0x599c0b8543ff81810048f18eb2751c148daada6f89cf1471ea438ca39347e82",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x8d4010d1badf37ece08f55c0e14440531bec306da5ee92c1a0a0ccff0ff58833",
          "commitment_y": "0x87185ba1dd8c59373b8be66c4eb01c45a72593080361f6621bdcca2227f16947",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x708a481189cc0f3706af42e7431ff8c86bd4a98704829f31ae48b1c6aabb5833",
          "commitment_y": "0x15fa6c351d93eb92a2f63e90e3a3e4c8a5b5056123e2d6cf1604cc58df3cb354",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xe44dd49597882dbb3739951e6a615f9213f8dc45d6e08f739d5f5d3e4b2c836b",
          "commitment_y": "0xad29a2b15097afa6ab6b5ceb50d4b20f3cbb4933e38f4500c7c02c3280178539",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc140019d2f3ad47722f2760640c0c3aaa918e99f2412dfaf623ed3d9cb367879",
          "commitment_y": "0x963d7aa2ced794ac79eb9e537e45022ff82beada982749312c458ffd51580407",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x19b40cd5930813cfbb1736c66339062299a8d896961ffaca49c4da2ec99894d9",
          "commitment_y": "0xdb2b6d8897b92610fec0474e8518bc68237e97938c9384d5fad2daf8e11b5c29",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xb1304ca6483b0d666d3a3d6668749006e35383abf86be5d9a9ce1a71191fa9e7",
          "commitment_y": "0x14263fc6ce56bd57dbc17276a1e4209b273aea91026a39c4a777b9d5ac366bb7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x43e5f28f25610be61d60747f3622d86a0c3526a994353472b95f521d60ad247e",
          "commitment_y": "0x5b83c1aa01025cd1bae325822c519d2a20707ca197a4f1a178f46092a4ff6e5a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "fb087f632352f3eb627d98fabc11c38f3c00ed272639bc838e8b23ce37a5d2ef",
      "temporal_anchor": {
        "anchor_hash": "b1fcf98e0859664ecb315d2943418ce020cd57fe5e2048d3e0f849a406344339",
        "chain_height": 531252,
        "epoch": 1791414057,
        "previous_anchor": "0381179eb8f3a68e1e087d94fc54069d6f0912aa50d68f9dee079ecad5b3f12d"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.504704+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-adef7100840d4dce76e824be",
      "version": "1.0.0",
      "model_id": "allenai/c4",
      "observation_timestamp": "2026-10-07T23:00:56.012935+00:00",
      "observation_epoch": 1791414056,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x76d82b8d6e4ea3087021df1bbd1557112cfe2b9d60cb566639dccbbf6dca5161",
          "commitment_y": "0x4aa494cbab6e9fc84c484964a6ef3607afbf9aa58a8663dbe7125ed3f836e607",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa99b025d7fc3822d90cfb663f1f4cdd7e036190fbb8019309339d8d0f3deafa8",
          "commitment_y": "0xaeebbddb05106ee41475e729623fa37fceacb3dc8ce2d749f8add2eec8c2cb25",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x99c0715e29a2994eea5680388dbd53895280af4872a20486763641bc6205f4e7",
          "commitment_y": "0x7dfa5b2c4580ad863dfe6848ab660e0990d2923dc8fdace3a27c64d948df9980",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x11a213a10ef58df07b30bb2d786e0d38f8981b25c7869bd4e147198a68f15671",
          "commitment_y": "0xd59589a44a27a2867044234b3e0fe875945aa7ce8166110b3943a511b39771c6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xbe811a2e0c96a0530138f0af8c492cda5e7483e78a0411935ca03acbb2ae3956",
          "commitment_y": "0x5f936acb084b8b985de610d0541335c603887f447b0693e15a1c6b1c2256569b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x788cc4683339b34e3379527c15b12853f5c8f21989c72fd28709c94aae45500",
          "commitment_y": "0x3aa3667d274de383e187d87817fca1f8bb52c7899c00f1f76fccf3ce6288a759",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xf6cea97fddc8ee1a76130fac10da2b1c33629835de6416f3d0d0f5d349e7ee8a",
          "commitment_y": "0x9f4f25d5b39e64c3df10c26cdcba4d7e1c64dde6e8b82c686a627bbcea35cdf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xae27a2393c462bbd1e51c339d4476bd107eac4e68bf1963cdddfe7d84966331b",
          "commitment_y": "0xbc7c8a0e6e8470655a9db2e30846937d545341bb085ba050462089e6763e9604",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x6be5ae0227f68d919f1ce287a6e7c07d1b7d977c76e8ece15643f8d97c431e95",
          "commitment_y": "0xd55108f9c988487197da86e6bea911bb30ffc21a4f2b20b2e23da2b30a7bad2c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe9603f3884e3c96ceb70daafe79dc86a5069ccd6738b7939125155f1675b793e",
          "commitment_y": "0xeaab11c48d48010722caf3c2a206d5a4b695fe23258dd4b7ebf1ec54a02fcc56",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x1c32038ab1a75a3cec28572104a68eba9eca12a112a054bae78a3cd53e1499ac",
          "commitment_y": "0xa3fb6aad28f7852f608a2960c3cbb8ec7eeb52786704d708de75109cc1a035f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4692a3ee8ceed206fb34fe04b50a34b8438d2a8c6212da52bfe0d6d646b34606",
          "commitment_y": "0x9acc30d16e782fae58dd3f434f56a7a0aaedaa98f7d8452cfed83bb4c7f89cb6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x927003efa4667616d1243909b4977b5c043dd27e7295ecdf95d0dfa9ac18a8e0",
          "commitment_y": "0x3b1bcc2f702d5d1d1d5cec2226508969486e41c4d8361d347f5d03cd05765891",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x80782f6b5f9020fe21f79aa356bcffbc8a26cee0d22e37386e27b3b5e42e5199",
          "commitment_y": "0x248511d37beaef7329f19d719621f14263092231a745a2cabcc23314a0ee5d19",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7a3c48673caaa9968a9719a1827a7334cf990a23ac3c31d7219db9fbad924cbb",
          "commitment_y": "0x436ee56ec9bfbf1034ee3851fe6ef32b23de7a4968351c0affe959a8c9f346d0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x8d42798d71f8e22813f043cd19585fe8eb4bf48499df95400a61364c18d73d29",
          "commitment_y": "0xd85cbbe8a12f81170c4f9c6db222980b285a8f9ea2ba2595b80fc0594e4b4d85",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6bd5f8fb3e73cdd1e8301e7efb9d2cb0a2fefe99d786c9fd0ecd0d0360d7ed5",
          "commitment_y": "0x934429fb252cabbf8b086c90b1fd288d08333eccb5bd06c5eb78ed5f26c38f37",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb6d1d8adefded76e76a841acd2c19ec8fe37495a6de2ea9d4fd30963be8dfe51",
          "commitment_y": "0x368d35aa3294d37b9f8f92a1663c29575ecf708fc3f14525fa630179e8ff56f9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4d35560220d2d3e7df8847b2d6ab45e9dcbd7b49771f5bb1c3ae28638d28ac4d",
          "commitment_y": "0xbd2cff6e6d038bf647292ad1ca0da5138c039a4078438e8a74ca2ba4663d5977",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc7be8358a6f2dd4827838df829a6fb4c5715d93e210181fb14b8ca8047ca9859",
          "commitment_y": "0xbfa7d3e131e0c02a5fd098dbc97d2232e303f9306b6ff7090aae32ec37fb7bf6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "bc0eb003cc9d486a5306135a1f35493f5d08d46c116923de414bce16f7218d60",
      "temporal_anchor": {
        "anchor_hash": "0381179eb8f3a68e1e087d94fc54069d6f0912aa50d68f9dee079ecad5b3f12d",
        "chain_height": 531251,
        "epoch": 1791414056,
        "previous_anchor": "8f44f46465a18165a15dc5cff84c266bb848e0cf3f98f7e012bdcdbf8da389d2"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.543278+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-6f9bc48b215e8a6a4a00126f",
      "version": "1.0.0",
      "model_id": "upstage/llama-30b-instruct-2048",
      "observation_timestamp": "2026-10-07T23:00:54.237490+00:00",
      "observation_epoch": 1791414054,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5ffee8edf3a79aa977cb714f1e651db440e98befe3748827cc741d02b5f4d666",
          "commitment_y": "0x208accee87b5a68850a9f7c653ee29017a304e6a2d84b484dcbcb64b2686ebe0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8e2e6fef7411df11f7deedcd707da5a3ae4e182465e38e4d5b134cd367843097",
          "commitment_y": "0xc037346ca290cfac2b0a5325d8a9b2e26bce087e5281a33e75696f31aa7fdae3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x549aa5a024e4ee180ba5a032963065fed1f56a6cedec47472110501564f57a34",
          "commitment_y": "0xf0386f76a46c8a215ce0e2099b42b49b60b30465618699802ed68a9764bd4240",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x83b7b30c8a8e4038cf40543f6e4793a7b8d3a64d59186412f83d1579d7d576b1",
          "commitment_y": "0xf64958b9fb0c347c90d21bae3db660780ce443ba89326c6fd16265995c518933",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x704c8f0b3289cd1d9a56a3733071a6aa1263ae6786c29a3d97560ce68a55f002",
          "commitment_y": "0xdd865f8bab28f0d50a0a5fba7da3891da1448b8af45754091453c5ce259734fc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xac97a7bf5feaa681d3260c41271f772fee839262723ef691ce4bcf096be602a7",
          "commitment_y": "0x8d7bd5284f81b6b18e8a8f0d45c71ef347fd95287520ab8c913f2a6db5771c21",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xeb4ce7a971ff45ae896c9a8ec4d784f80792f4eb138aa99a54fd5ed04120cb9d",
          "commitment_y": "0xe0f0fa819ae602a71a730ae1923f45de53b61be1b5f3e788382254ca3004da9f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdb97255fe10f30c3bb9a95456dcdb8516684d2c61eaa0d7350df0ea20092c2f2",
          "commitment_y": "0xfb09ae76c09122dd72dbf84c17259e97be74bb8c3e777912c763ca13f1af106b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x5a7ce89494767ebc5732e3629134747b61df09ed7ad34d0518a1271623d49d16",
          "commitment_y": "0x39670ee95c461c15bdb2d5a709e38d89b22e2c612f0b17f2ebff3af38765a844",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6d8b2a7c375fd0267645cbe8b676db2cf1cbfd696642ac03e5e1e6581f2f589f",
          "commitment_y": "0x65198c8e43a1a3b8483143d52f45224066e1bb88be6a5f38e3a0626ab33d804e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x4531d443bf4b50e3c580c62e7bb395fda8fde8caf71463aa74edaac8b723f5c6",
          "commitment_y": "0xe0ef904e770b5b8b04c670ac243f7cd4f84aae9f2fa03987ad6c80da24338b0f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x14f28c3fecfba17f35258abffbccb6509587721d0af653cdeeaa70dcc65bbe66",
          "commitment_y": "0x54c9a2e027db414d5f7ae63ab499d6cbf34752e33987cb20fb2c0d62e54d4444",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x172f25e7c6a0c5828fa2af16de50edc852d375eb78282a3600afd18e9b42907e",
          "commitment_y": "0x7e291009c1a83e5b1e6be4e68ca462ee3a525325b217904c4ae2796baef62329",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x773f40ea17db81e917779e5750f8da2d63ae3117fe04b9d717b1fa5dc8fc0edd",
          "commitment_y": "0xc4eafb9955b49c8b576a1fdbc2ef91c2762adbebe132337a062a949fcc131957",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4adc7f5e7f52d9ecc7a09fa35a215551b374f4ce328a1334ef23a825829ce283",
          "commitment_y": "0xb2a520a689070fad75af25ec97dd269d9a68cb294578c0431ce4b86100671625",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x60cec36b62e72346accfee185ae7af05b84aae2584edc51e13add89215a7f284",
          "commitment_y": "0x9a06b2b24db07300f48dfc1ce03e98319a87329835fb7251ec6e195715206e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6996eaccd14887e535e9ea3d74e42822a52f1c8ac2e75ec0e0e1ea55f83fc6dc",
          "commitment_y": "0x56f14cbb37461a31a6d93cf79ec5bc97592ddd762bf82412811f9bef22c9b859",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x597c75a5c84ffc05899e80487547db2cac629928f1728296f5f50eea230a7f81",
          "commitment_y": "0x741ff38a3413e17fb951587f95916ec69cd8641f64aab9194ab257b8d5755183",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe3ceb0f0d71c864acf667899e43e92a0067350850b94f54e351356b6ac011ce6",
          "commitment_y": "0x6f54f214fee90abe38a89e21ec9782de3cb4c0a92b730d9f0c7308730324ecfb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3ee03c076c49cf6c8b40aa69e2498975bbd909e9ae986406d1fa78cdb0783d1b",
          "commitment_y": "0x950a09e8b0b79d23f0535eefd6d67be5252c0debbe5fd0e587d9d50502089ca2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "16a36582b70ea2c8739c3aaa6428eb7f45361aaa667df80a35266917d3d45513",
      "temporal_anchor": {
        "anchor_hash": "8f44f46465a18165a15dc5cff84c266bb848e0cf3f98f7e012bdcdbf8da389d2",
        "chain_height": 531250,
        "epoch": 1791414054,
        "previous_anchor": "886f61e4a16634e50e031be71fdb1ac92d06b55e7c86629511709bda84718c84"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(c)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:12.099407+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-eca593ed3a170581954602cf",
      "version": "1.0.0",
      "model_id": "doncoriolan/sec-summarizer-qwen3",
      "observation_timestamp": "2026-10-07T23:00:52.662952+00:00",
      "observation_epoch": 1791414052,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x76c577c68a7dacba95deb072f4894594019aacab057443d495abc415b7df4a23",
          "commitment_y": "0x502c44f52a9a205ab95bb34ddeb3b485faa913a881e2545c4f1a6fef97c99e1e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6874cc66e25029eb9de425ba9dca084e4efbe939f9261d1a6380b1ccd63f9ddb",
          "commitment_y": "0xe1dde5a21a5682f6e2f5f2af61bc020d2fe4af9e6c79b2b1ad29bc189ed397de",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb47b58b240c28bf9c1de0a419fae1fc27e5d9c14f6e50c8a10fb87ef06eff284",
          "commitment_y": "0xd2026c7222ba4a5d2384d183897ae76c35428a5a6fa8a28da21412b69ebed0f5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6c52cd77089de2be8aa9d2a9162c650262024898af1afbc43541d184805dd3cd",
          "commitment_y": "0x33167fba8598818d3ed122203939b1fed755f82772ec7f4340676fcb0e82d140",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7b0dc63e43d61980313db2048ac99cc53dbb053d418a9940af5dfa9cfa7563b0",
          "commitment_y": "0x8585b1d2f82a2889f70e970de914fcaf978e88820737942329a5293f7df1905c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x90fe63c908c63a6e9972bc9e82a7745a5a6ad550b9014b158920abb721842132",
          "commitment_y": "0xa3a7b2dfda32199daf85176fa8605809f4195aec6c6268431595c795445e4e46",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x1953e2410746f2a7c972be21d26ceb919a1596ff7ef94ec7a7d1e09e958dd0da",
          "commitment_y": "0x969a55cd2dab0fdb85eef18f990130112bc2b10f7999a0cd8de94bfb9ff29a64",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x80ddca624275a5086e22cb2275cd0750625f5ad7b671d4d7300d5ec723744e06",
          "commitment_y": "0x9276ff7a89432cbb7e9ed995f5ebac733b89e5d310da9f6add3bedd9cb908ba8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x91963284095c17a5c58d26a75b3bed78343295aa7eb63969a41f7f4359300118",
          "commitment_y": "0x3eb27a1d78b0c96d9a2bb1710d47b8b1731cc4764981182c4a004c9db80140e5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x29b1ad4fdb45fede35e9bbedb20ce27aa69a9b63bd87f832e17bb9a5e847d9b1",
          "commitment_y": "0xad6da536377953296237ad50d04d2753d120470307e29067152f39ead9fcf1d8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x57753ab5324208c043c5779cd226665eb51601fcea4498dfe09b8c5643c4633e",
          "commitment_y": "0xfa6228556f36f0d2bb6a8a56900418d93f70f8a32b1f1678daf65b5dc885a8a9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x351e8b9a5b02fb77a35aeb08c17fa53bf33f8e0c2b6695883a9a8ae40eba2ea9",
          "commitment_y": "0x2852982049e36f5271d4f9a17a955c721f11c66ee9fb96909400adcdfa842aa8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x959370cacb602b9309e8397ed9e618fcf26f3feda6e970a6b40a5789748a35e8",
          "commitment_y": "0xa1d4beda24fbcc3ecbee161f47d2698767632bc46e92c36587930982e7aab377",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xee88cf28b761475e189dff51743557cc2c7073a9ac0cfbffbf19c1b8db347d8d",
          "commitment_y": "0xb43d7f1f354ead1404303bbc1e3111cd5114209925a5bbfc53f6cb23461f5727",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x5ad7e588c94d1605977b296698a380eecb94eec4d7d523c031316a2bcb2e33de",
          "commitment_y": "0xa6924c7212dba012b2807d727d1fccbcbfec4bfedc23f3b749d0b9c870a3391e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x12d32181da13b0b553f60c08343cfed831d82fe933ac55b808fecd8d9fd1c339",
          "commitment_y": "0xdf34f03390ea50cb4f0a8cde2fc1e7035fb5890503d583de2c9a3b8045631a51",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8721e1ea24dbf3a1d5c09a6de9c77810e8dd4fab7c5d6b6342f13ffedee975bc",
          "commitment_y": "0xa610d5b1a7f884cb90d482873e6e07706fa9be22f41a92c3dbaa501e3b77dba4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x54de3d8b18204cccf00f07a9b0583ead219c211e9486b88641ecf4e600bf7d3",
          "commitment_y": "0x32e2620e22ec6a68c9d63e7bdf5f49041c4b7fa4933b025be063f700ddcdfae5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2178806efc1347301992b4fc7301390a6ca47d3377fc8fe1d4c5cedb446adcb9",
          "commitment_y": "0x4185936a6c62444627a0d763114baaa781fea8a106b16038378a0096b8f9405a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5854e1033890c7912d978c57edcffb57ae62483af8f67e3a928de765253b174a",
          "commitment_y": "0x7944e17d016decca991b5114713b56cb7c8153ea3c389647a7a37d0ba5650e17",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "fc9496020606caf3af7b1924adeb3430d1b9c66c3277b2809d0a1593d134f010",
      "temporal_anchor": {
        "anchor_hash": "886f61e4a16634e50e031be71fdb1ac92d06b55e7c86629511709bda84718c84",
        "chain_height": 531249,
        "epoch": 1791414052,
        "previous_anchor": "8e2da755c6e2716c2537df4c0b2c56d33c1922d2ac5f43b954a0ba2ecb1c8b0e"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(c)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:06.999312+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-ee7348fd756fc3463a7b593f",
      "version": "1.0.0",
      "model_id": "mistralai/Mistral-Small-24B-Base-2501",
      "observation_timestamp": "2026-10-07T23:00:50.603489+00:00",
      "observation_epoch": 1791414050,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x88687cace24bb837221968e03a93d384f3b58ed68d7522d751923189597c73d3",
          "commitment_y": "0xdd6c19dc0ade4617550580b5590ed254ed89778cf273e592bfadcce2db36d84e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1d985702a0572d6d8692b5a4e2f797f8fafdbe34ef88a1835c373b9f5bd10f50",
          "commitment_y": "0x280a878e20da778008a999882df240443726946f23f4011709c6053cb924027f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x69cd4d1daf972a540fad130b83dde29791eaa2b3b5d74ac2348ddf2d4cf0246c",
          "commitment_y": "0x9d5af5e86db7022666964d5212a0853a7d223f9362d8f9f16383f0b4d06d7f61",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xce06536123e5d24648b03cfaa7695a1f4cb98426cf1c606d9d17dfcaa3d5c9f2",
          "commitment_y": "0x5d6aee57fb1db23fe760c1d2ea7f8e59690da42a9198f7736c58155fcb921dd0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x244e78824a257644b46ec0898473ba6063f4b85c3180ccf0c83418359cee4348",
          "commitment_y": "0x9567def5584e0cd455c623950895cbcfcefb917a12bd496bc7ec6a0dfba392cf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5a5015080b9b0511e10eb6efab80f631e723023585c08c570b55604f40f175b0",
          "commitment_y": "0x242203ff73c31783121dac6c576b1831b39762a46854930fd557711068025f63",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xc47748580d444078cd676d1c6bad61fe0b3a96f454bb226427977291153adebc",
          "commitment_y": "0xa64646d4d3f0d62a58b6c1b0cd158fb940ee65fbaa2cdd55c4472f5f1692f4fe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbc3a566e1065d6d6015d56021a84c60b8312c961e9b684109c86eed98beb7123",
          "commitment_y": "0xd8c1bea85b690f1c7d188996177daad0a62a135b8801a10fb4c320dc477513ea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa2560a807275d877df77f0ec4d7f7afcfa5e39fa0340b6d36e94acfbdf84eb7a",
          "commitment_y": "0xc1c6510abc25f0a74ce90b5c6581414518d62aeb9451ad022492523f5c98bfdd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x966f858147e16455484325834ba7536c58c17d18c28ccd383219c33db795737b",
          "commitment_y": "0xa1f3d73325ebfb3d107c0e8706577da5695513ea12182419c565d4b20fff0d2d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x27d0c2fc5d674164168bce5460c84a8583a446454209cf74ecac72b447790b03",
          "commitment_y": "0x770e45782264824ab8977bc7dffdd2657bb803605e997a38d1f70897862a06a1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x21dd767244425d96b47bbfea1d2303394a7012cd5dd4e6755cfd2381c00ce7e8",
          "commitment_y": "0x59f952054aeb557cec0b7565add46ded28f8cdcfed649716c184d3c72614081b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3122f7d29ad9650cdbc1c817441b02919b6a47258b8e59e85e25595cbb71320f",
          "commitment_y": "0xf9117e3841bf96cb371f77b6ea39866ff2fab0b0eddfb39a2e4399bc04085a11",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x6f72f506df0dfd35421e675db8997434b746e73254d606685609b5e67bb2f872",
          "commitment_y": "0xb84356653fd95fcebf63fd5fef7d84604d3152a76f0ebcde2d12f062513d1788",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xda5b09f649da0e5468f0f843efcfdbd8f234086d7ea7050aa5a3076028aa0d3",
          "commitment_y": "0x70541d8c9f240e75c9ae28a8babe073d5fe4f08f51b86e8fc2960e3012cdbe02",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xbcab5b80a31715afda46fef7a33a5fd7d50f3390e90cd76e8371fbadfe0b9de0",
          "commitment_y": "0xc7c7c0729d5d3a373045f279e141435a09999a18a43ba8e17ec41894c4a24205",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xac4d2d86518afb3ff752f5de95139daeb715e817144e905f2f8343689493ca38",
          "commitment_y": "0xf38d5aff94d42ab8537c49d14412a8a1fcab099a81dbd71624d1e84eca6c6e16",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xeb40d4ea9f6baf5a3b5251ed97ef50f86c8d963195eabd14da59dcb1e8eb79c2",
          "commitment_y": "0xd211455db37300110eccef7e4b7b469bb0868a23b4520b700fb4c9390d6e0bf1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x9d896923869a9fb111baa6aba20557801b906f23a1808c99e80403106617bf6c",
          "commitment_y": "0x987bc3a89023638cc5b85c7576fd8e6e82fce8497c5b70d211ecaa50821449d6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdf5bd5519af5a6f3f36f35cbc331f9e3c07040eef6f9f715b9ad833dff2a95e1",
          "commitment_y": "0x352aa6b0808ec8127f842f92918f6090fed48bbe5fa8803fea1d0b18f0bf4ec2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "1200ffdf95c6c057b84ce33e80b3e418b389ad24eb1b4e07524722482afdf587",
      "temporal_anchor": {
        "anchor_hash": "8e2da755c6e2716c2537df4c0b2c56d33c1922d2ac5f43b954a0ba2ecb1c8b0e",
        "chain_height": 531248,
        "epoch": 1791414050,
        "previous_anchor": "d4dd44359c83bfcdb141f3bd41302127b7b46986a7a8fa01463528a91c57312d"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.481549+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-e974ea9bf7522c698aa09cae",
      "version": "1.0.0",
      "model_id": "internlm/CapRL-InternVL3.5-8B",
      "observation_timestamp": "2026-10-07T23:00:49.012457+00:00",
      "observation_epoch": 1791414049,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8dd7a0231b98089bfd68508de5e72ea4ba4f7b20b505df629de7d0996e3e6e83",
          "commitment_y": "0xad359e581bb418f6f0e0eec00b15ea2927a6a705a4e567c2c6f8b95c0207148",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1c7b6e76894673b950ea2868d3635c5d8213ad0888dec67a6e21357a597edb1d",
          "commitment_y": "0xcf57581a2a2abdf9f1d91a9c9a8e71afdf5ba4a73f37d9e0c689860b091ea525",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xb654ac358c1412276b4a07fd9702aefdbdae364135a8278e52772f0a37ef914d",
          "commitment_y": "0xa0d0a00e4836381287267eb994894d7bcdf21c11680aba627845be41b3347078",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x48f39a9decb33c2e1eb8e6eafe744e49eaf7a42b44326bf17339b532ac8f31b2",
          "commitment_y": "0x8d0be313196311c53b06a88a9e450ce4184d9b070e46a44d4a369480d18b5662",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1f083848b26a5d80c79d7d68ee5d0d85d9864a60ceda8445b6e3adf609a96d35",
          "commitment_y": "0x321574892cbe0b166b6e1dea16202cbbca29a0857e9372775a28c4b0bd0d056a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa843b9f68757bbec651afbc47656132cb67c2b8c2367b547877652695262736b",
          "commitment_y": "0x77f3fb259af406ed8bbb4ea2e8c9db7c7c4614fe3d77314ac4292c99932ee649",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xb65d817ec1bd63613cd0d0027bba1437253199b3d42fd18ae4e5963f409c33f2",
          "commitment_y": "0x78a0b4a7436b4c592d8b585c52f5e5eb620fcc37211b6f2699754101f60a67dc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8529c2a49e7290be4044a8334c56035b169fb389204c4372721897179b133fe",
          "commitment_y": "0xce6bb387658e7dceb9bcabc96d861c97020329fd7dca2f415c32ec70f0fd0d4a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xc85f912c9a6c62ab18f5c7f6f15c64488e50c156c2d4be51817a0fb77605251a",
          "commitment_y": "0xf873be149c4ce8092f9b2faf3924876f3dad5536119099e8d9ad0eb799767237",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2722d104b8bc93d25a65967b13cb0627e197f12a283fc38ea10f5b7e402913c1",
          "commitment_y": "0x15aafecca8be56f2abb8f14a64544f21c697e8322bdab989ff6aa08fa469ec95",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x978f1a73aec419e8df8f9e5d95a3f8d7be879eab251950027de8439cd3d869d0",
          "commitment_y": "0xc246ce33c9b675e57dc1bd4d47a5541fc0f94c316015d062cb362da889fa3274",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5f87d31328059e5b9a372908d8ff3a8aeb79907c961b7273fe01018a13931682",
          "commitment_y": "0x64184ece7fba18071e0953e86911352987fae57a4770df73289c5f393ca4e26b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8822a2fbaee38d9470649eef379dccc91d84f983bcea906a1afbb160f8ecab02",
          "commitment_y": "0x721c9ebf087040f0f53d7ad754a9ecc47fba3f1a1005b5778e068f1d2a5a5973",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x88a09d7992d71b4ed0ba28b2ffa19e68aeb2f63306970b1fed373f41036b1d1a",
          "commitment_y": "0x8175ee46bc689bbcba2c359e4d31379abe82b4327711987c21a553b68b5ce1a1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2111f27c09f646cf319cb8535dfe97af9340f50fc793251e78a0b0413a2febbf",
          "commitment_y": "0xb75afa1008810471dea132b85c5bee8cec189e4fc0a3379d682c60c4f0a7997",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xf5bd11633240d5f6e88aa1752e1acfee0b6d88b8a5e09b336e71fc5dcdf311d8",
          "commitment_y": "0x4cf334d7ab5982f6a44c51fc020418631e0efe414871fe8ee07aa1b833901db1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x65089d19fbf419c6a76a6981054477673ba43ae7603b7f4caf2c52076e216dfb",
          "commitment_y": "0x4a3c7334afa4f4068cbeb4db1063423a9564f4b32dec4cbea59030e2265b7c78",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdad1cc4480032c6c6e0ea7fc2cca2d59fe2770f2f54153ed32eca44bc76707a3",
          "commitment_y": "0xf23b1541dfb8f71217af7b85eda19350073ff662418a483656bb6c6bcef5041d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x7ccd108e93291b43cf769487a57d50ae234f8fe8a7f7a765b34d44b67802554",
          "commitment_y": "0x3278ed05cf68e131619b943c7a47c04ff036ea26fbb884e958abc85fad678b8d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xdbd5ebb894c006a52e70a375a58776e7aab351112cdad197aa39ea27cedb05bb",
          "commitment_y": "0x35aaea6ce99f6fd7cc1242b73efd5506e8569b80756b5e2d6afe1283ecbb18f7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "b48fe1480d8c47e9336c2b737176b0dc84367915ee73dde73a43cbccf9bdc967",
      "temporal_anchor": {
        "anchor_hash": "d4dd44359c83bfcdb141f3bd41302127b7b46986a7a8fa01463528a91c57312d",
        "chain_height": 531247,
        "epoch": 1791414049,
        "previous_anchor": "027ded36502e4aaab24e75dfa817bb3046264c932bc477ab1a2518f2895fae09"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.104653+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-61c734dc9a3e3f10281909de",
      "version": "1.0.0",
      "model_id": "vinulacs/sinmix-setfit-sentiment",
      "observation_timestamp": "2026-10-07T23:00:47.415311+00:00",
      "observation_epoch": 1791414047,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1f1e6610a6f60f2c3605cec2607ca22a3898c8aff9216608d80429546de76dd4",
          "commitment_y": "0xba15979ef4349a2959d62a77fc8ce0591d18190fa88c55dc9a31032c3e7375ca",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe842f02acadf442fefb4674451ecfcd4b75cc72966fb7ab7f862084072fcce5f",
          "commitment_y": "0xe6d865e43957b5775aa1f4c89e15452ff89b9b6fcbaff3ec8a4f2eba7d3ad034",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x80696b335af91fcd0a892ab91d53755aaa2515507bd8f070255ecb68d4d82578",
          "commitment_y": "0xb84bf7b4c97fb323a2dc5956dffc7743a46ac9d0a83e58eb54fa70c00da86ca",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb1e649c9d53102a6ef66e2d3dfab4ea81b89373cc0f2f2f797f1091c021ca420",
          "commitment_y": "0x812def8d94e38e137fd2d03bbb0210c1c1ad0caa7622c25069a3161670793703",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x858f05e3400a2cfd638c6155c415f5654d77df83bf90862aba5c676f634747b2",
          "commitment_y": "0x8ccf96ccd4015a83bcb4f745d42310af42466c2221e49db41350e3fe8b97cca3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xff3d42524f28ca8cb9bf555160ca02347444d9cc53fc01b3129cf0f4981c0593",
          "commitment_y": "0x25375628a49948810295c77a7acf5a0bba316a3c1971ff1b436d4e44c8dda47f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xfe4cd2c32a92bebf052aca99a52e93fe179ac8aa8245b9897c6b56b28e4f1766",
          "commitment_y": "0xbe52a002a98be11d1bdc186a1d65f7d9b2228c95de8f106dd5ed0ddf94426932",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc339fce121c199d0c264f57c155b1d4043f1d713d7cfd81ea28017c240039e87",
          "commitment_y": "0xe250450d64fd378e4ad6f8f62ed03608105aa6b25fcbeaa90c65d3f637244155",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xe0b577c055af58492db01df5525a7237d095df2a4815a3e08a69ba923dc6637b",
          "commitment_y": "0x72920161e104543a1d0acd308c6ac735635f560a15ae8891bd05c8c31e15a208",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x78963956ccbe5d396e607e85f860e446cb157ae675a3eb8d6b998f86d7296804",
          "commitment_y": "0xd61a81fc4b30461d0227cb46dafee7aefcd3c0afa3eefe5e3ec2cd15c13be7a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xe2ff4939c5eda98a62ff8a9d3f5cf48d54c8284c421fbb99c1ba0a042b4c3ea3",
          "commitment_y": "0xe98845b005f1a6accbe07e19bd2868edcb00dd937207fb0fd5b8a66d1f047e59",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf0282df63b9d8d0e47d441e9b5eb7a3e27b450b155f7532bbfb17031f381e27",
          "commitment_y": "0x5225d8aaf530e1ad852c3538fbfeff0788ecc6e8a769e1c314051837a9a116f6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States DMCA",
            "United Kingdom CDPA 1988"
          ]
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xea19192f5ff95009a42cdb5f8c209fe7b5169f9c4ac7631cbb27349c792f9f3d",
          "commitment_y": "0x49be472b6358fc519b77a8d3d3cde9c403b86cc3588a4601eb12c4a2bdd1847a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x4d475798ddbe711a0667e86dd5f1bc6c6389a48762609ceda4ef75952d6702e4",
          "commitment_y": "0xa7ebd11fd05fd78b7dac08a98b18cfbb4c8076107f0522eb3d13236c8fabc3da",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x1368dbc185cc18edadb701484a035a9c6951959a8f18538df0a958762c30320a",
          "commitment_y": "0x29849d18412d29253807a72d75faa38c2d9c6fff4bcc2a227809d27ab7c79062",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xc6ef86d7c6e4794187398e8c9a86388f93cbb902a8025ddcee2685745f52a4",
          "commitment_y": "0x2fc7b07b7e6b20e292eee571829cd8ca53ed826eed9bd085800945ab73c495e2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x36384a5275db2c29ad687179de4b2a673ae942ea09ab73aa1dc9939d03e0827f",
          "commitment_y": "0xe75efcede8390649fdca2f97d1847d94a641807211bec0946340a3f3aeeeda42",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x8d9668578bfe30e317689afca9d83a5b8459576c86ff0ee3805e0f7855986514",
          "commitment_y": "0x7b70eedf44808c347343921e45ef1fae18eef5a7f6fe55b86282fdd44c4cc036",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3c3308fc2ba1056e373d9dc791d2ad067af4966ec2350fc478dfe348d206e24e",
          "commitment_y": "0x1a48902e3d133138442fdd31171fc57a4b4301caaa6056bc6fb3f739ed045e46",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x165fcaf27144bda2d7c86704068a30bbbc409a23cab4348787f63b9b4d061726",
          "commitment_y": "0xdcdade22b03e9220b871a635c5f7ecf9c4ab4c059e9c50a24680e28096240261",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 10,
      "present_count": 10,
      "highest_severity": "CRITICAL",
      "merkle_root": "e94a50caab1ca0a42ca0edf0c281907f936d331b584f61882816b862d204f501",
      "temporal_anchor": {
        "anchor_hash": "027ded36502e4aaab24e75dfa817bb3046264c932bc477ab1a2518f2895fae09",
        "chain_height": 531246,
        "epoch": 1791414047,
        "previous_anchor": "b6691a1741fa98c7f37f3530f782a8b9f3150ae8c55d6c2871bacb7b3b9dcbb1"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 10,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(c)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_DMCA",
          "jurisdiction_name": "United States DMCA",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§512",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_CDPA",
          "jurisdiction_name": "United Kingdom CDPA 1988",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "s.29A",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "JP_COPYRIGHT",
          "jurisdiction_name": "Japan Copyright Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 30-4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Principle 2.4",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 11,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:12.184069+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-cc7daa6528f71404cf4dc279",
      "version": "1.0.0",
      "model_id": "microsoft/deberta-v2-xlarge",
      "observation_timestamp": "2026-10-07T23:00:45.744179+00:00",
      "observation_epoch": 1791414045,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfa2faca0146900c97a58f131215e1199c8889b375d1f4bf9625d9235a1fbe17e",
          "commitment_y": "0x260e84efa39a4d4f1cd0d57a75394ef9ccfff320a22ecdf4ae4032550d4380b6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1d9398d9621e582dd147cedaf4b2ab865b5855dec60c5ecef6f97757b68644b1",
          "commitment_y": "0x7b054754ecada37a09354a21be947cb98e0f999ff0c1a7f545084cdf446578dd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5a8687ead7bac60b53c6f1367c7dd8ab9c749017bc46963aae00198d0381260c",
          "commitment_y": "0x928de95a20e268989b2792745a39d2c30afaab885997cde7debcf700927ef7ce",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfd5d6ae387a92679795380dd8236146fb99368492a1fce1af14d1ec792bbd8b6",
          "commitment_y": "0x530b2d117a4d4730f514f9aa62146f71b03c2905ab3f94d9981644193a080cfb",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd6519da297d6c92f0672abf66fd97ec6d4d89ba166bb1caa55b5f104bc630bb4",
          "commitment_y": "0xf4e998b72d75c4bdf8df5baf003b3b3339fbe26fa943134bf730bb8507076d57",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x3c5760001450788dc7e62b941de4ba51c58f16c1dfa6d62111616e316972f14e",
          "commitment_y": "0xb469a44bd5a32b8fea5b6648e0923c850f245346912edc475ac322d2684fd046",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xc5222b3d4c5056c12c7e8c07386942e8df59b7d946ea53f83d7301830b1593ad",
          "commitment_y": "0xc5b3291ed5bd419ea3a5ab6c9f35b40e5b52df6aaf9326b6d13bce221e6f54ec",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x484036aba4e65243e9b11c34544ac41db3b8bbc9ed48d575d091cf2dbc6c67b9",
          "commitment_y": "0xd7c89ca8b5d3cc679740af26e288df583b0dac2e6936914fc541abd6301fb4cf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xfbc40b1e073e337f60c5cf66619301dbc745477f8f9d3c167c165cf270a24968",
          "commitment_y": "0xb49a3a895daca3307753c9b0b186f243bc11495cb7edb641486324fc2cdf84b2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc3a39a249efa33d2601871d067b2c73042c9c3afd51dd9b0674a0bf2fc7a5591",
          "commitment_y": "0x9b1e2c991f1be5083421ce497f73d86d97a04c347ad1168f71cbf716aeed0542",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xdb209b98a57f75a6dced1179ec57b1a827cabf6d6e936b4bf64b65bf41bf7ff5",
          "commitment_y": "0xe8dd7d98fc23394632c8a2b6f23747e063457666a9099768216655f177128767",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x29673ec6d3d54cfd5aa6c01c6eb1a4d86d1f717f4ea72873095b798ace32d055",
          "commitment_y": "0x987e7cf35414c74126bb53a30edc2f2c1aea2a15899784be32ee5b1a6c85ad59",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x771ed9fea1095fc8bd4b0b210fdc5243460c2bcb3b7ff0d51fad0120f2ba831a",
          "commitment_y": "0xaf89c5a9b7c57d12aef99ae3cd7d1fd40bddc833de7c863f69dbd32b78961da3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x93d61a3104a02e6ec4e53bd7d964c34406c9f1658f26eb08a479e6713ec99bff",
          "commitment_y": "0xc3c1cf56ba2b68e835cb162c7b9ebbe4f5c6e74e7c4ff60b42c18b84fc3ee136",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x5d16f229e656be28bc69b246ea9b2312e6ae07152e00ca02708fd479c33716b4",
          "commitment_y": "0xaa756a5f30062615bc0c33ede7e04372652058c5f31b25f8738ff124fe6b4f85",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa56a104e8a83ee062604e7ccb631b324407b1142fab79dcd88a5dc5b6502f714",
          "commitment_y": "0xabcdd1c8e3c13fc1f2417abd4ce5b8105829cddf81ed6df9b1f74ecfcf326860",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x73b037094d829d6a9e1f5aa44b560bde59b995654314da785963a91f29eec802",
          "commitment_y": "0x8bcb4cc6cb04a52086ec72bf258a6d1b9b45953e4ac749f11d3c03174cb6cfff",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7e9c409971dd873ffd8ed174296310f1aa8c8f6b4f4ba88f9b1a3f366c628282",
          "commitment_y": "0x44c08f71ba3a60985a5604b413f97575ebe97eb6014e1aa8caffbc9be2b1e1e8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5bf5b99c68956ae3748160b5a4ca325267a6169a50966ccf81d82b654c4592ad",
          "commitment_y": "0x991624de00a2421e8741a759eee379c17c9a0044b574abeb64bb642ce126a826",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x135e474651405053635370f1b64384c98dbdd9961254a98157e6398d9e7bca83",
          "commitment_y": "0xcdfd7d231b37ac25050bca57a945e1a6b4d0f37753a6e4acc58ff9ffd26ccd8c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "58326fab45d84284c6b786fc8b9ed36314d5a2d84b533c8370cd759a4c8f97ff",
      "temporal_anchor": {
        "anchor_hash": "b6691a1741fa98c7f37f3530f782a8b9f3150ae8c55d6c2871bacb7b3b9dcbb1",
        "chain_height": 531245,
        "epoch": 1791414045,
        "previous_anchor": "78cd4131ec194736b4129b964ee980f26813545c155314a72823b237aee86de5"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:09.292124+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-a60e6b5d6de5207afc69a366",
      "version": "1.0.0",
      "model_id": "facebook/xglm-564M",
      "observation_timestamp": "2026-10-07T23:00:44.056852+00:00",
      "observation_epoch": 1791414044,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc7bd33f0f2472c33ebf7a76e5fe61791d94c29d3f2857c172db5f9edd946456b",
          "commitment_y": "0x39fba43677123b7c9c77799f6a8bd5b63b956c14d07cfe5a25282d8a080b2762",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x930ece1e2dfa1b78cc3f9f5ef035bc30537bf69a313d7bf8f1a4bdaaa7869784",
          "commitment_y": "0xafc7e5b1579bb3fdeabfdf02cc264b82a795966a65b66b9ad5c3fb901676b837",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x1aadb508831994e2f2052de5807e9fd989372c2d325015cb373edf1abb62d6fe",
          "commitment_y": "0xc9fb8873fab3642a75dfc1002394fa6809cfc1d5ba8ec5e48fe341529e73830c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x15cc7f6fee2272bcaa6ae36e9d2cb2f68ba576b51868486b1fa0409f9cfc034c",
          "commitment_y": "0x62b19d1b5290b442179ce9d00d93ab46d301d091370e6eaf6b56745ff1abd908",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x15a04924ca1fb464aac0cb7b4c6a58f61c1a3075a0f8baaecfcbebb8d32426e1",
          "commitment_y": "0x5b5d1b3c0bef2ca90c489d258e54062c7ebc0177ee1c23e2eec9e3839173b1e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x16a826b3b9cffeeb00891d2a27cde7b1a6a335d76de915596e13af3660f9433c",
          "commitment_y": "0xe909894bfd2c5c7de4096b2a0eb0e90b9ca8f578e4e13c8149476d7348144318",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0xdc2b88b4e0e651d3c1baf58b3e74a9c9ebc5e5c879fd8490c945673bc89568e1",
          "commitment_y": "0x292fba075620471f5808b70674b7c0cc8981a010faef4cb57dbd5529c1c7df98",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf8245d1b99349f5104a00e176527287d8e64402424a18669589db87bbbdb0da9",
          "commitment_y": "0xb4142eb05b533352dee9b7e3c3d886893b16c62d7ffec0cac60be74825ac2ad",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xd44436e09d41613080378d98b231532ae32755aeb00958bee8c4225cd1f6da21",
          "commitment_y": "0x1a90d12aef60542cec753ada9602326e33b0dde1c2df63c01e28fa09a7d81f87",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe0f403c239e56c67082c01fdb436f0b06eea89f3e77529f08ad86d6f6febf332",
          "commitment_y": "0xe48c8c9b337b179c93e90d0e5e9f14ab933012f928bc96cccee74d0137e8e106",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xb436a1fd67ea6571466c93caa794589a79bfff37b449cebaf99820cf1afa87d3",
          "commitment_y": "0x2e45db2e83df35926d2fafdbf2b0848451698683f789c612085cacb9f06741cf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa9cb325627fa25dfa8690b828eae58594450cb82df5a165f9c4cc8fbce6cf0e8",
          "commitment_y": "0x7b0b87945ab825a5bc65a09a4c7c1e68219a8eb29b7c79604384d08bc5072c11",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x54a5eb98e98c604a832fedb165857dacb2cb766a45da10e473f1987ee4efce00",
          "commitment_y": "0x34dd9acb98bb33682f56ad3f3e6e69d044134e8a64ddde86bbe7edebb68d2ea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x99f72795f5e1e52811d0b19400aa19d48e956b48cfdf5364b4fc330aa1585e7b",
          "commitment_y": "0x12afdd39feac8b7396854a02b8b6831321a88648134573c6104bd4f4667d3f7",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x32a57ad2793eaf52b7c0638a3b123aae002733263b261a8f32715b4c659cf21e",
          "commitment_y": "0xaa24ce90189ac6848c01f7947d09b3d981db3159608f2c1606b96e716e8c1b81",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x848231d1bd6d1d71f95372a5f267f300a109df9b473c373dab4acdf39d9e8965",
          "commitment_y": "0x4e36f235b0bca1d51eebb3de2db5bfa747f8648443965e66b78208abdba6eb41",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc2a7b77eef334d17ac8ff9e81971aaa609aa5a81e84e87b917bab246c63681dc",
          "commitment_y": "0x657c9f2632a1ab8101ee4b62357bada9db90bd8d1e06e0b2e7737e45b400e059",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe99ea93d99bd42c78b180b0b2ad71a4558815c279a5035062c30ba0fefce60de",
          "commitment_y": "0x8e605b748b79a1132d5ae22340eda84e26178796ae6b8ae4e37b378d03ef4532",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xac634c0370019eecba10f391240b794e3c971103de56886852f75d6b31e432dd",
          "commitment_y": "0xca87f4fd2ba49242c3f40ee0997e08e7f03a72bda7a00609d6f8b7faf1a7f4b3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8b0a3738b5ed30df68467059040a2bcc9d851448b53182441edacc1fe41c714e",
          "commitment_y": "0x53c7e5bf66650b4b3eb288028e08fa98da470c31bf3d2cb3f40524b1f4be3772",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "699feb3b11dd708b039167cbe8eb938f75accfe1f8f2204ed3bb691325680442",
      "temporal_anchor": {
        "anchor_hash": "78cd4131ec194736b4129b964ee980f26813545c155314a72823b237aee86de5",
        "chain_height": 531244,
        "epoch": 1791414044,
        "previous_anchor": "3d18f97001bafa704286873fc0cb26523b022c5de44786542a55d0af0984ffac"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.458324+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-959a47860734e510df87ea0b",
      "version": "1.0.0",
      "model_id": "amazon/chronos-bolt-small",
      "observation_timestamp": "2026-10-07T23:00:42.468011+00:00",
      "observation_epoch": 1791414042,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb019d5846e732b0ed5ae060a93079445e8fe064f02f854d8adbeb37d9ddb700e",
          "commitment_y": "0x98e8d98d7480796165d28a04f1b8213ad4462334c2122cfd48437858091fabed",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x59e5312cec40455db50afe31308852b1b1927c7138892557410093139ff79b10",
          "commitment_y": "0xb3df1fe2c6411ff9327db1fc72979bb07c409d71415a40ebf364da50f087c0e9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x41f47db56988290579af9894a9db0f618621727755e133a20384696f00ddb653",
          "commitment_y": "0xfb7374dea73e265dbfc74d4e61d094bbe81247bad4ecd9db00e27a7fc9839b97",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5d2e63e43c663d76571c9a1111f7a7d5a2f35fac47f432efab4683af9d5267e7",
          "commitment_y": "0xc7045112d860d64d7f3a6762c10c263ee7f9e1a23714c590e9a4d42e3ceafac6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6e1124e5e3f08f02c7472de026c72de490512bccc5d4a015fcaf5e570fcb182d",
          "commitment_y": "0x34cc08a4ae7715497b1a5887946264a22aa09f6abae6573b8ffb3e50c1d439e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xcb19f615fc13ffaf25d77aeb94a13c8c0a08498935a7d88685bf2428b4f3ea49",
          "commitment_y": "0xf19e2e3e34992a1f6528dd2e26e49a08f8667232051f2f58c00a413f49a99d9e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x9c8a39cf5f9f0b98c65ab5ebaad4c749f8bae2e1496ecf019a265a87c7523b2c",
          "commitment_y": "0xf98d3cade5f827951325d8caeab76a26eca5ef85f7c3b6ad3a79aea022d7068f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xeacf1f53783d4b08902fad77055f42c6b64a9189fc9fdaad4ea205b3366b8aca",
          "commitment_y": "0x29547cdd03b4d394c77e96b28a17829736e268b5b13f6225b74c910f930f3156",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x7a755fa8d9c6fac141d547e9ce3385d5f08b37d0a233455a33b2b9dcc7757080",
          "commitment_y": "0x46af3a411edb2c60eb478677572576244fec7222d4d0d09a3e7abed1ec06434e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3749ca0a63c198d099a413179cb8e06175f21920ff5318825c882666d42bff27",
          "commitment_y": "0x6ad84edbb72d17b431f9b72590223065498b18f22e74951ce1fb00d0f2cf50b2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x72ca2de77257453a3793d420671c7f442709af3fadc933007cdb4411a940881c",
          "commitment_y": "0x3e69cd2b48abae528936177a6c2d34368120ae68a715bd95505d99165dd9f17a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8996c12f75c77f7ef5ecee8eed98a0f672e3b2ffa0dd2a2f19f6f034d1961174",
          "commitment_y": "0x4b5222280c1c6104bb72c3c6e7b12296565d481e936b3743f1b527b6f2779d97",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x62dba4580274f52edb8e439929add0c94030bace325daf744d72d41e4d80caa2",
          "commitment_y": "0x90ae50c224d6b6ea2104f7a945c034be6cc52dbc900dd31a768b018517d76db6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbd1a8474d1f4178a533f9899128c2d88117268dd4bd0cd64d95ea4b5c686df5d",
          "commitment_y": "0x6992fe896717485f5e8b1ec8cf3fbb3cd86f78888a423ad390f4a9b88f4ec5fe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x60b5cfea812b490a5074fc51e4a3fdfeb07a1747a9d9f5cb7d02f2da1471850d",
          "commitment_y": "0x82dafc95a38d02f885dd11e2a89ce65b0e1b95f388bc71d1eb0a0d9a974d4f7e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xd519f18f1320e1155849663d8d7c68361d112fef56caf61226c3af601ffcdfae",
          "commitment_y": "0xe455d0693b667b860e041f396fa3bc8ab6135238252e8fda3ce67c5d4e2b4c40",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7cbe750db59f33d7692ae45ffa79320d15a85acbddf0c7ca973d6c772672b501",
          "commitment_y": "0x92381daf910931881e0038c86e5f30c915297b481210dc7f9493217da66068b8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x84d031ae0678afe63af53cb0ccf321d742bc301bb0f66f828ea1515620ce0776",
          "commitment_y": "0xf6e79944663e5a42987638040e1b252720f80d987a69733b1e1fa0155b647fa6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x60271e11d82fe76bb4001d7f0a519a0339154bca9fe39d654692f1a56ee11ca0",
          "commitment_y": "0x69fd29e4ea2ce23116d3b3f4b228695e347ea7f213f4fbb3252e66441c6d6be0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xde6d1a2e2176dd60667fce129efa75a6c0d052cf632556057132d4def064f895",
          "commitment_y": "0xac08228c9e8ca729e64a432c52ada152d3fd1fa2289c42ddcd107da7d5b02338",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 15,
      "present_count": 5,
      "highest_severity": "CRITICAL",
      "merkle_root": "33fc1e2ebd91419421b2a97de340025e6f065907f97d2e81333bb48308fa9773",
      "temporal_anchor": {
        "anchor_hash": "3d18f97001bafa704286873fc0cb26523b022c5de44786542a55d0af0984ffac",
        "chain_height": 531243,
        "epoch": 1791414042,
        "previous_anchor": "92a9c948a7d7844a7bedf19cf9766db8f3af7f52c57acb54ebd500385079ebe3"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 15,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.629593+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-5c0406a51d680a24cdfc1341",
      "version": "1.0.0",
      "model_id": "rnalm/446M_H_MM_last",
      "observation_timestamp": "2026-10-07T23:00:40.897055+00:00",
      "observation_epoch": 1791414040,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x6a9984b1748a4cf57e7a268b616454f468a33e1417803bd9d7e959b3ef279ceb",
          "commitment_y": "0x5a09ce97cecf0eed15b65a3a01f15e809c65937eb7d9be9375c308b9d59c337d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xbd5bf7d114d32a1ecf2e4b2f37dccb4fc7f23ddedb4f91e8c199278d57c5cd4b",
          "commitment_y": "0xc68b74459c29ec82028c2f31e1487678d520b5e4d8579a93b3b664d0c2c4e6e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd0253942c92b38c65c7c3e530ed93741dec05141d5558fdabdb6e5bdd8b5d966",
          "commitment_y": "0x12f942a8a0a75b8b5618ec9cb123577790659e050c650fd1566e661ce06ded25",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb991980b7a52984a74dd0c2f29a806dd7aa1fdc767d6202fe71be9607299b019",
          "commitment_y": "0xc4f43292e4230777ea21207b5eefef7ef6eef0c7d83048b270229a5eddaaed07",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x7253cabe214d141cb8881950d98ae426c0d5041c23e49d915239c6e83e11d211",
          "commitment_y": "0x32e73877498418e9286e76724561838ef116e06260e469872c1893079ec7acbd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x876ed5000e9d6b2256da700837e1aa743370aa9d21b28fbabbda861481d2fed9",
          "commitment_y": "0xb9f0b315bf09487d44f92db5d7dd22033b7fdebded7cea0edc4af9f648fefe87",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x9361c84d42bc063a826773da1219a15338e919bc27bb4cff150a392f37927e07",
          "commitment_y": "0x7cf940a608792a2a6d4cb6d36386c4972c52b14da0df47b52934974df1266eaf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xee0c3b75b6aa9ef1648825cc49413ce5cfb9eaa15c5d298737d14706a54ce293",
          "commitment_y": "0xdd25b1e2abf756d0960059bbeb67ed08c827db2ae066d49c85c62e2269b56c0c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4282aa53ad7a65fad50d9e82b9a95b3cacfd32169ba437b47b19204840dfb67d",
          "commitment_y": "0x368ef97fe9f1cdc905ab07a96b242a5cdd4fadd4c974605892b0a20e57e94dde",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5e68d6b54116f3e8885437fe2cd9ca6d2f6191996b441cb51f825016d1a7a73a",
          "commitment_y": "0x324a5384d5268e184017868c1cc0a4e5b15998a12d33e7ef74bf9fb3b04c486d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x4198be942c9bee82a46d2b2cdd1147c5a7c247380222deebe1735e649d621017",
          "commitment_y": "0x5485bd9eedec18c8e6bf4f879916a8aeee9f061b0c6230885e95df9ad9267256",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5345b6b4a509815d224f17fa17251272e3e766237a50d43416a9187303efc54b",
          "commitment_y": "0x4c8ec47a1f4dcf447e2f542e320562304f3e64aeff7f2fc0c355611c81dee38b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xedf460f1842dba6bdb64eef5fa31194cedc53a88a48d4d72c1d40ec850f277cd",
          "commitment_y": "0x80f75e73a65fe27609f691ce12782324db0015e27db86fadb417ec191324fadf",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc5718ae2cbb890deda901a70aaa78de2c7147e9873a29db7c875b65570ddf973",
          "commitment_y": "0x539225af700840d512060566083a459e3e0e921dc7b202ba9a67dde3f482f544",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdd0f50c57317a3e5492e84c3ea4e36d0361426432f6db540571af44d9d8fcc83",
          "commitment_y": "0x656617782042e70b82af9604b26fe17bca8882fe3cb9c9dd89ab6a2c271a7af3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xfc0c1d690ce44c077d8b7aec71902c65181b5324db24c9f0034594a1014533b9",
          "commitment_y": "0xf3828b454cc672b186e9bd90f219fe58361a5ba4994d499e65f9a7c66cf1eed5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf46152596fb7a29f4a58ba2fe7186d1d80ea736a416950118fc9f98fa95db23",
          "commitment_y": "0x540558a4e24ecb69288faa4169d56c826e4818c53e8cddd0cbf26b7134876d23",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xed47c72a2d3b4bd4330a616177beca417d284554114af35bb2053763f73025b3",
          "commitment_y": "0xc5a8593af8f5ffe6a6390091159d8b299ecee6412ce9e1e1a524359f7e62ff01",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x5669a45e7cfd7cc063b3d4f9f27291e01cfa4a76c71432539bca04e9cabd62ce",
          "commitment_y": "0xe78883cbfc9a66b9c087643f79a8af9195aeb50d3657f4f6e19b1b201e494420",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3a48ded96f80ca2032f39bd031c24966cce2355187c22d48ca572729a8d88c65",
          "commitment_y": "0xb6be6036c6c8b73fea5df86c6be1f8c894692de1ea7b780354b4ce2554651a69",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 18,
      "present_count": 2,
      "highest_severity": "CRITICAL",
      "merkle_root": "774378cc4d85ce9ec118405965d89ed27c6d1707bdcedfeca6adc39669417957",
      "temporal_anchor": {
        "anchor_hash": "92a9c948a7d7844a7bedf19cf9766db8f3af7f52c57acb54ebd500385079ebe3",
        "chain_height": 531242,
        "epoch": 1791414040,
        "previous_anchor": "ddaa31586f2595d0fe9f0494bfa22c26afc2707cd3a163a1263b1790348f8d8d"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 18,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:10.995861+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-cb4b858db2c272162ef36736",
      "version": "1.0.0",
      "model_id": "abacusai/Giraffe-13b-32k-v3",
      "observation_timestamp": "2026-10-07T23:00:39.101189+00:00",
      "observation_epoch": 1791414039,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4214c908ccfd0e649ef032f4fd65e9bc4ac5556b69728afdec77bec9df2e0819",
          "commitment_y": "0xe5154683a270c67152616f4c38aa5494b2b676ef2dafa3a2a1ec7a8d63372db8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x98ff06e6f503eed9f335ceeea9856b68a08d46c6a2256f902332982ea6325551",
          "commitment_y": "0x6f2706e61052c47c3ae93400b99adbc7c52f977947713a2ef79bac8e25dd5aa5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xdc32b85a523bd1cf19b91bafdd12220156c51e8a28dbe235de623e06cb087014",
          "commitment_y": "0x2490ca1c4a28548d8fb8d6add60d72de4a1b4a14a2574037097a0af787d7418f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x83a347c58f1a6520710c88a15d15bec97ac28d1ba5463306d4d607c0c2623f76",
          "commitment_y": "0xa73d8f34d5f8c8670bef420a087dee7a5e99c5288d0baf455aa5436d04c40ae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x661a438ac7ff2cdbfe70582469cc54ffaf1aec2b542debee3eb4eaa5145beb2d",
          "commitment_y": "0xa65b78e258642acdc303aede8023f87aeaf1ec457dee08f60a25286e8ec03f3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x1fdd8b035827100f69def003446d13ec457be7a8f7d1adc368588e92f3063835",
          "commitment_y": "0x884d4488666e4a028d58a1cc709be91d19e217907b553f8e651aadbd42ace97b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xba132aca2b1e21b858a724119d2a8bde01a1fbf2150d03fcba1471a4897c64c7",
          "commitment_y": "0xb89f3f0eec2ab9e5675b24b6013f7e20d3667e928b08ddf07dba4a454e3df32d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x38a526778d278909d54702dbd6d09f6c095177d5b0a30b5870458e6ad4e1c9a3",
          "commitment_y": "0xbe23394fad92bb68b7af3f12033605cd49c0b775c14e20b38ee21709599d3041",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xe9be027863e72a94f91967d26f33fc516b599e3e233c21a68b6e13d7b915e5fc",
          "commitment_y": "0xe4a96fc09e7553ba8fe90640d79abc069fd742c8781e6f20aa96e605fa2840dd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2075c88fc484d0c717067b33b3cfd94f8d31c0e63c819c8702158c936f6804aa",
          "commitment_y": "0x9acc957bd79b67e27e3609a0e0a7fd5e2d11e05ebc00f03423f48b9c05bd2830",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xb34145a0664eae3ca111e6ee1ad5b75a82c4def91bbc99e100f8b76821aa12f",
          "commitment_y": "0x55b0085d293a4dbab9b0f15ae2a9e1c0da325e95264f5d8b319d1ba1372e3e18",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe799074f370b94d656a0cf98facdcb8173797b5b230ace38841097a3334728cf",
          "commitment_y": "0xbc8b7bf2f82932acecf2ed46959c2422e1999f335ecf9a013dfadfe746367d53",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x9ad40a19c1f43713ef7ed0400b6548cbe0d4ecddd898c83bddf3906a638c1504",
          "commitment_y": "0x7ab76fd56e0e1d592922c6b8f4e34ea0cf418e5d6def08eab4f043e8f00b1484",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf091d18d9f6e9ff2198e5c7fa9d1c3fab88620009440e390c55447ceb26200c8",
          "commitment_y": "0xffcf7341b8f36fb59a1b7c8e328f72924a0d15f6c6b8fe591b1aa3a986fc283f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x7dd585ec554cb2d1ba4747c480651016604ec4e9216c3f30f444ca99b7b373a",
          "commitment_y": "0x5e2617c3ba67110e64407206ffc2ec859f5fc5c2316d749c0743b6ff7b6fdf3a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x270c6f40a00c7aab4260e8a78061171b04fd14c1de90c6d812f19b4cf0d67631",
          "commitment_y": "0x8c3ae20731381092f8bf43b392fd336f1b7a99917a0c60837d0957d976aa93f1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x68c38f347a1294f55b868f0e3b940d3b9b07010f75c8217aa5625fafcdfacb3a",
          "commitment_y": "0x4f0d8c0b72309936da59fe4e2ab6be6d217651a498a4be4012e392b77f412909",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xeb8818515cd8587b4d5b0212deaa24cf3851554d9e4f9ac3839ca60f7731443f",
          "commitment_y": "0x9302b44fb579d57687d0173d8028560a6be6fc211ffb2f900c8db5ffc6ab58f3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x508470c8cd478d5a76de625dec06c6e0a838fbc566696498fdb736f0c79e23f6",
          "commitment_y": "0xb620e7c84943f2ade97bd1a142acf9a84f902edd1b7a288d06a5a194cfdccbf8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x5762f7cade32b2a37858220840e248cf476da6c1d4d9f137622836b0d12c2af8",
          "commitment_y": "0xd9f38d516ba292e71378bd4eb5c6036ab11c7213a7f7f5948d26337971666f68",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 12,
      "present_count": 8,
      "highest_severity": "CRITICAL",
      "merkle_root": "df19eb7da9902a24df473d1a1553ea635fcbbcaad6a7cc3986cf4c2b810820a5",
      "temporal_anchor": {
        "anchor_hash": "ddaa31586f2595d0fe9f0494bfa22c26afc2707cd3a163a1263b1790348f8d8d",
        "chain_height": 531241,
        "epoch": 1791414039,
        "previous_anchor": "e5f1961085d0fe92cf9f9fba20cbbd777798a9d765ed600c0b25779956244c81"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 12,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "7.4.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.259290+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-6684a9dbec84ad63e0c879d9",
      "version": "1.0.0",
      "model_id": "fishaudio/s1-mini",
      "observation_timestamp": "2026-10-07T23:00:37.472120+00:00",
      "observation_epoch": 1791414037,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xba082e58c6a3d820cf6cc8bf1a32137dc18c32c2bb48da9708da74d0cd44a660",
          "commitment_y": "0x3a6d123c9653b8ef90d3b8f8b00fd6eb89ab87804f17dc57b637767b57f9bd9b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x198aa534c2dc7781af20ff8e11dc144cc5b6d0d70c0b93d583954dd329cc1b3b",
          "commitment_y": "0xe79c0dcda38b33a99d7ab8b4c43ec5ac8ab29e6aeb55124ce59edca424b75f53",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x27eb456ee1b36482ff3d71b4139653a48e519037a1cb47a92a00ea77067b68c9",
          "commitment_y": "0xbd17d9d8a8e1643f7f220dc43f3dcc69851bdf8d50bfdb2548fe58f04c4df5a0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xb9f011669f474cfd66beb6ff081b53e085702ebeabd78928ccf1549120f5d565",
          "commitment_y": "0xda2962eb19bdcc665eb00fab23c42d8bd050c816bb690c22c7ef09240892cf2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xba8d0b2eeee61b870e1e8baba89889aff3b523f3bf3bccbdfc1c466b01a0703c",
          "commitment_y": "0x16c2003cfafc5d0f8b3eeccc82622372503b54bb651849890135c7ac865beef0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x49600dfc5c5e7d9a9398b12eed13795ddcd9cd96df51cd1b7d1f3e554a7e361",
          "commitment_y": "0xf4e3517ae18e3f515514b50771d913abecb9d3bf0cb83353d9abe5df0f55301c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": true,
          "severity_label": "LOW",
          "commitment_x": "0x989d36f569c367dcad806409e36edd5d0001e4256f228630f315a5d4b77eceea",
          "commitment_y": "0xf81beeabbb17eb4b14255760a0c20a36d7f1058bc3fe584a66277bfbfb23460b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8a38ebc0a395e663b0fbe821ce60163980bd55420be756a26c3e9c8c9738c74",
          "commitment_y": "0x11c43d86de4eb33c98a41e2c787b79167f2b68ffb71fed4c9ba19087b3fc5125",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x98b62aec0e712bb931a745c4db3955f0de62d783665bbb3bc8186bbca28163a1",
          "commitment_y": "0xf4350d6dce7a2d139762aa3b9f6249efdd3fc7a4570226da6891d7caf83c5ccd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x566565dabb3a20ffbf8e79c6ff7dbbb5cc7679ac8797b9cbc702bf2357220f60",
          "commitment_y": "0x774f1fc08c53ed8d4f78c6838e338d69d59bc7c1bbf0d49bf79a311973243f84",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x77fa120548b9f05fc20f97e7b6ab72fc259043c2fbe77406d998238a8cf16f59",
          "commitment_y": "0xc6f26506c86369620abf77ef39599475d00e2f5ac074a9273235ba93987c810c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf313ac89e7e9c0c7f00e90cd9300d48862d82e545fa3d2dbb6f2d833c2ed6fff",
          "commitment_y": "0x14410d28999ddcfd36c2919b7b0919067a3ec1ff2ed485bd04ad88dc6665f74e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x647c586c9735233e8e733c72b448242c3a06899fb93ed46865eeb9dac7575a57",
          "commitment_y": "0x541f70a58515d66db9a3479de91ffb6e60d51e90c6b564278ace7908ad74ea35",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x452e7694502b760e8066c81c86391011c8df3825c82f6c0f48e262e0314f45f7",
          "commitment_y": "0x8d3e2d43b3b4d5f3c17100576555cc7d139f36bc02e1b92acc133366438aa519",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xd6abe7d3203776bcec925dc5ad19e11bfbfce8ade8d62d6c43351af8a296bdd8",
          "commitment_y": "0x936c83e8c65cbac9594bd9a8098a14bbb876e51047c4f15c6b80fb8e1713a618",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x419f715b97bab24f974f401728a541f8e40f42fd11e55c2a277367f59ec86108",
          "commitment_y": "0x9a1c8cf332f10a3c6aa03b0a43e9fb884906cf2c3019b030752d25a71d524391",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe10c92790498375c19599b6bd340f67204e4e5ec703bd9e075fdd9b302189f5a",
          "commitment_y": "0xa40aa29cfa4bec13c66f28abd09e232ae00ae8de4007faab94c54b2b7559f32f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x33b18757474992e7a82b8ed16bb99157fb0dabaec96574634a5c945f51ca1076",
          "commitment_y": "0xce16727079fcc5cd3bc9e637b4e47c034939b48f0ccdd4f4e8b07b5aeedb5143",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xa861c8f76de05aeb876182da80d961ee864581a4acecb47f1c3ed349178ff45f",
          "commitment_y": "0x2d6f2de38b2270fec8fec93f610af47619aa55a8524698e8bfb620542aeca154",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x91d487650a8081ce2bcf3d8cb05b2d9b9fbd31eccc3c287712fb5275a36fa35e",
          "commitment_y": "0xe660b11b4dc5dff5b265612311a580aca9626993e8a96207c83edd48230d01ea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        }
      ],
      "absent_count": 16,
      "present_count": 4,
      "highest_severity": "CRITICAL",
      "merkle_root": "5c26ceb38b189f0b0fdd71d2fbc9e2e552bd7f9c153dbde2fb54be115a000d4c",
      "temporal_anchor": {
        "anchor_hash": "e5f1961085d0fe92cf9f9fba20cbbd777798a9d765ed600c0b25779956244c81",
        "chain_height": 531240,
        "epoch": 1791414037,
        "previous_anchor": "4a20793b16c0b21c637095ea6beae49520f6438c549062a7d06c0daee95644c9"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 16,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 8,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:07.534599+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-587f600877b598bed8fec972",
      "version": "1.0.0",
      "model_id": "ibm-research/ttm-research-r2",
      "observation_timestamp": "2026-10-07T23:00:35.839124+00:00",
      "observation_epoch": 1791414035,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xee4510c5d14f47777cc7de8301c33d8d39076967349267bc2d43ab431a03b0ff",
          "commitment_y": "0xec8ce61cf42dc0b854387f098583bbf17cb99b50fd3397084996a7f83b891f7a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x44babbfb958e9ce3e98ec617116ca3b13782d5b00f323b80fe8d1c0030cd518b",
          "commitment_y": "0xc8e1881a459bc212c62a496c236ec94f2ae1f57ccc2086613f14c6a3a5eb425",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x8c9724b4221104f021933ca1af4719c1b668486e181b1fa1aa5c224fe37f10b",
          "commitment_y": "0x980ca29fc3fc7f29cef1a0ed62a9de2dceb7a4f51ae537d8daf3c30d95877fb6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa01a9ccd1e4ce5e4a3a2897d2e8c3b8ac023e680f482e057765bc4e73d0f278a",
          "commitment_y": "0xa366994161de92b6c5b457a374f9f61a735b52eda0350df1ca1744793aa8d94f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2265d4dd02f4e5d8e5b0f0477b65d7547e6103d4b76a30c7c2c1ddc3ebdc9882",
          "commitment_y": "0xca1dbcbb1276cb062fbf06cc091de352a693c6653e9d2b5d5b2ef5f520188d2f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x11ff468beadfafe8947693d496a4b5b631a765d9eadecebfde9e7fc0254e3513",
          "commitment_y": "0xa2580360a303f8830fb1275128999a351a7021f26c02ec627400860742d9b0e2",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xdeaf996dbf8a41969a8228042b36f94ca8239810c55d6376596cf431867ba001",
          "commitment_y": "0x3039730073ad43f0cecd7fa777178efa1cc3bf6ad1def72614304ed488f5382c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x602995cca721fe37b20508eecba4c6dab311ebf0acf86b4fcc30ccd12ef20356",
          "commitment_y": "0x43d796348423e32621a9f4ce9b2bfdc1a010c2abf059cede79dfa9ef861abc79",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x23367b6f0c6e802aff6b6ffbd159c40259e19a1a900124cba6616c618a223ec1",
          "commitment_y": "0xeae627eed0f26048cee717dfa33cf1c78c120b9483f911732a970e8fa63f48df",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf0ca46738f30d29bfa26b9e02065dcc63dd1aec315e787c469ad6cbee96b8296",
          "commitment_y": "0x247f19c956e000b5d720e5fc5594d9614ecd25a6794730b6b0e31eab8b785fbe",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xde5d57ae7be823ed398c3ada9b1fb32ac97fffb2e5771e7ec8cccd7478ab10c0",
          "commitment_y": "0xac7e5e203aff325b9a278bfb353ee19d671535af7630aa3a4b25b3e371ba274d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa315b966f33097f053d21789d216030e5fa68c41865f7d4969201195f2e7f65a",
          "commitment_y": "0x7083c2d33b41696098c866e0e87edfcd91a33f86f0a15531733aa3723b4c5798",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xefba28006b62add3895c937ec83f9d6148eef311415e26312d17b7d4a6cf9246",
          "commitment_y": "0x5833b66829d7af5dc3079127802ce38d39dd745d78cf5183eae201b5f2b7eb2f",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x29d081d76f9a318e2912ffedc673d91bc6583e319b84a9047e2b0859a7c5d00f",
          "commitment_y": "0x6b925c97df9ad92331f88bb5cf8fe6f2efb2587adc2b9b3934f16de3a30f6d48",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xdd599f75afd94df4aad455a33a4d9ad30efb90624eb225527085b0345697f764",
          "commitment_y": "0xe35502eea9ea11710244b995755820f0d13ba88be9e348a928c2ebfbd156914e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0xb5ed2593df8c85f085009f81c82540bf0708e58d641f19f605ddab467ecdcb2d",
          "commitment_y": "0xe57b3d05708556aadb8de70b4ee439414e37bd6eea52f2f6e9498bb8c6bd6a58",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8823a9048a19bce60e041aea35c0948f7777e336de68d51530ada9bff0bdbd5e",
          "commitment_y": "0x7d9e817705d304f4eddc05f8b185a153c32aa3ad72ef046f4db70ff5ddda07ae",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3df331ba2639a57ab028aeabc46541430ca90b802dcfa411bc29492a45cf2f45",
          "commitment_y": "0x853eff7a34ab726e1ec195634397f4c4c6b0ea3726725774a467c0cc180de13d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x27435b58f234d2219228d412e40c67db4d64760a2c13d12ef5ffcc0ba8332fd0",
          "commitment_y": "0x6b2589cb398aed78c921287f59156d539374172a57c604db44a1795ff532f2fc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x8e088bedf151a60973b27ec5b597b47b3196c4b0244f831093e68890b7452f9b",
          "commitment_y": "0xc636fa8339d84acd967603851c9a6a25211a80817a2ed20156cc583998560737",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 17,
      "present_count": 3,
      "highest_severity": "CRITICAL",
      "merkle_root": "f7f6c5eb8b5fa6e7b08487ce3b28df4fe666fac2a04cb08207ee590be5653dbf",
      "temporal_anchor": {
        "anchor_hash": "4a20793b16c0b21c637095ea6beae49520f6438c549062a7d06c0daee95644c9",
        "chain_height": 531239,
        "epoch": 1791414035,
        "previous_anchor": "f0deb6a6437682af80d864696fc742c095811d96a862ec72905130174588e7d1"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 17,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(b)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 9,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 7",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 7,
          "risk_band": "CRITICAL",
          "article_hint": "6.1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:08.034937+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-13032b8e1f9ac87e278f6e20",
      "version": "1.0.0",
      "model_id": "stabilityai/stablelm-base-alpha-3b-v2",
      "observation_timestamp": "2026-10-07T23:00:34.203099+00:00",
      "observation_epoch": 1791414034,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xd7f5c509d4cb5367369ccaecf65fe5fa0258bfdd734cdca5dce2b461b643c7de",
          "commitment_y": "0x11174a2413850634cc4e1bfe4b4264fda922e2098afa8d0ea46486400ae96e7a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x440188fbca8d4cbcbb56e1ba14f2b26d6b5443a8629e9fbdcb4ac47e4693acdc",
          "commitment_y": "0x8e0f45d426368c54def184ab092068ac65bb219090fa20f7f556dcb71319f906",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xcb84b460448a061696af750742eeb8fea879576e503348bff0580f197768c575",
          "commitment_y": "0xd1622d5a5383a2cf3f2ca526408649ad8a86779b7cd81aa0ce07942c4544fe01",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xfa9f16814857aea4c277d2c0f8843809be405ef349626b7040c87149b6e8be26",
          "commitment_y": "0x3d4135e2cd9c3e7ae06037ff5fe6e48fed4e9a71d96396ca2201de1e0f87ad74",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xeccf946a4e76e17666f5e6a1556a9305f2f4809b09545a978822a9a3d168d90f",
          "commitment_y": "0xd3a463a05334619daaa7f22ccb0d430ac0a9dc0239a3336b6090e8fb3e14dc1d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe59ebb706a399a839b3dd193cdc3277a66e79f6447a08e62021fb5be44f85c21",
          "commitment_y": "0x864c7c3b7baa10d2325d40aebf08be0046634f2fb1951605a64b1b25727b5549",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xfc679dc4e978385a5b277ec3737a6278dc43b07527abf18506c1504cabbd19ef",
          "commitment_y": "0xc9ff80ddfce8ece45dc90dc7350d12411c651b118d0b08f8920004aae0fc5525",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xc0567922c117cfab14690bde57221ee9ae55234eba8bfdbb9a679d174b7d4134",
          "commitment_y": "0x23a31ee5964baf253573422189dc2d9b4694c0009c2467e9aa587cd1c035a647",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x7b2125a474cee87ced0611266f086d8953d08955c06c57eda2424386bbc227ea",
          "commitment_y": "0x1c3508ee2f172d6b7092f11dd31b51fb73d15e406c6fff8431ff8ae858a101ca",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x675933a34bffcbdeef72e4cf5ea7b61215adfaf2cb1246d122398fc71c2a1d8f",
          "commitment_y": "0xc91c7e5f05c6edea8e45702422da2a42a024e100f9ba29d8a0e6343d9605f933",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xbb081a51c29b0d81dd5f168d08749ee96d166fadb1cbe13e42f3f3db755ce041",
          "commitment_y": "0xc17feffd10fd923b738867b72b2cab849a9e7063b9db66ec17f10e4de1ae09cc",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xe76084de978edf9b8639ea5af2de4c18caa7cc587bfd8bb2049f720a82b03ea0",
          "commitment_y": "0x8772ef6de9710d110c59f6efd09d43f6baa6c4574516bc06cd83ed94bdf416b9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x92d4381232c0cd9f35d6dbc27a60ee1d9658dd1d100ae133630d09e61ec31474",
          "commitment_y": "0xc1a03c4567c440b7a1bf3e1511e7441a54d836838ebeac87dd34a77dd5f44d1a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x3b3a07dd5ea60b770f1583d51cf868bd4750990b1ac8bb5cc46a7486e373f242",
          "commitment_y": "0x7ba3c813bfce07e1839c3bf8e2d11d3a9eebd83500481d5708904662b61e1f4",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x4bf978551e426bd8ae2dc69daa5746c78176893f228bd3e5a0abefffbc11372b",
          "commitment_y": "0x4976f2dc445886fc142b408ba83d7c20b32864f6d4afa897285813a7107aa7e1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xafdbb149dcf0a56b6666fe690b290ff3aa75d8ff3e28a8058c4e3bcc4b60b3b8",
          "commitment_y": "0x4fc9362854321d5d11130c5f53004a62d17f92375de00b0170b3ed5cff179711",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xa472e54868d4dd7d7ea3a7b3cd154978610f3389315dcf31bf7e39f360cebfa1",
          "commitment_y": "0xf15ffacce6fd7735b25ea70bab20cb19dd7aae51b9187b27cff369eef668515c",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x7c960a3920b24d7aab1c6ce2c85579b6e66c0ed7836332c0091aa096e0b7b4f",
          "commitment_y": "0xc8acf6ed66ebaf3b12440fa8d024101c7e36192730ac9fa7fcb472110ce34692",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xfb7ae9b2616f7123826b24323ea61fc956d76b3c1ec0eee6a4c06d760bdcbfc0",
          "commitment_y": "0x50bb90f861237c40124490e015a90041d4a343157d511c356ff6dd29679c739a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x324eba5ac8641c10b9e1904962c57194c61a88311b35d906efd7b6dd31e62500",
          "commitment_y": "0xafc36ad38a791e592adfa38c74e3ddf03b2cf0edfdf02bc15b9a413619b4cedd",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 12,
      "present_count": 8,
      "highest_severity": "CRITICAL",
      "merkle_root": "a9330f588378e7f6c8946347259adf265d931864d116f0faedfddbb14ea8a7b0",
      "temporal_anchor": {
        "anchor_hash": "f0deb6a6437682af80d864696fc742c095811d96a862ec72905130174588e7d1",
        "chain_height": 531238,
        "epoch": 1791414034,
        "previous_anchor": "283c4e3052e5e6d6cca50eaa838b3b63c0904287a0bb225d903fd3d8d9723cdd"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 12,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(d)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.2",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 2,
          "risk_band": "HIGH",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:11.413799+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-7487e06d7227ff34a960ff25",
      "version": "1.0.0",
      "model_id": "alimama-creative/FLUX.1-Turbo-Alpha",
      "observation_timestamp": "2026-10-07T23:00:32.584698+00:00",
      "observation_epoch": 1791414032,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4678e3e8161ead74009f40a7a4341637b89edf1e7d6f4f400fa6f073d5284027",
          "commitment_y": "0x2a14c2703509e54b84afaf712a1d4e1bdd292a9c1a7ce1a43daf4a32cf547536",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x2ed1f35d3bb1d584c5fafdb344bb2e3aabbe0e66c64be7f52e6b9e42ffe4cdb7",
          "commitment_y": "0x29089679dedc0324cae17b629be737de627d1f3118b6dda844c04e388ee304c9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa0605721d85a8eaea60694108823f74e4eb44b353b4870477667a44c57f82f5e",
          "commitment_y": "0xfddfd459c9e100dfd51179bec35b2cbfa1fe0feddd8c6e1b57f3f30d4393e7aa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf19562e577eef07d1f7598c27a37b87ba83a6fa1e6ffc0d4e538bd78b58301c8",
          "commitment_y": "0x3b5d50e041f9065793a02ce48094316ea7080f5091ef474810351f21d0caa5e0",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x81996b02410ad4cd4aff36741841c07e42d842987970d85de489f228e8adb766",
          "commitment_y": "0x2698c3876496fa892ef9e1191f22c193066d3ff9a0c79e816619a187558ad61d",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0xe4edc07ded4950852fa51b335029f1ef6ed6e1ca406de030585ad706a07ae6bc",
          "commitment_y": "0x746e25738c422479ea75501d23c250975ab01e6521a97eda1020308d19e1b16a",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x3e457594c47db1f3baab86d0b15f838e126393ed6e36fa061aacc521d4f6476b",
          "commitment_y": "0x60ba1783233d567e8391826bd9e9aa8ef3059f6aa90f646866a17bb36f681b91",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa7b446db6bf3900c7962aba734651b0e883c08a1ade55a3d319473c6401e0b03",
          "commitment_y": "0x1a72be62a62519e90acbc3eae674b70b7808805e3829c7a0352c83a0359c2e81",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": true,
          "severity_label": "MODERATE",
          "commitment_x": "0x79406f6ce4ca27610b54c4a0a301bd890b99c008c9ac3ac3dcd8ae97dfeb8ba",
          "commitment_y": "0xa67d166a0f9768987ac5464dc06e957765642806a10703ef3e3c9de487e64231",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x4fc17cab4a70f5b32ad99bea64d11124782603b74478662904ebada4b8e5b4c",
          "commitment_y": "0x2701bf23087b01a497974d3d7bdd9d45e936bf58d7a504e61175ee4d3303039",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x87408e1612e265d72b361fca86c6b9d13c981e1c0919030ddefbf865eeb7b7e1",
          "commitment_y": "0x89846b48c56cc71e43781327965af0da469582167bdc6711e827aeeb22031cb8",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0xc0d92c100b1ac237fa9ae45ffed89bd801b45d56e68dec4df098463f24fdc190",
          "commitment_y": "0xe5e44a92931b2358db405507c995b612091ab3727b85333dc6b03875b1aedd96",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x11069d36cff39731d43b54f8635c900c6aa53ac7558b8e6fdd9db71aaa23acec",
          "commitment_y": "0x105065bafb888716a496b8f55381beb31765d66dab2ad9121392622090321b2b",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0x1488a4906dedbafdb25e937c60dfff6360d70de7f4ec09ff66b7699a88118d44",
          "commitment_y": "0x1d52354734bec72703be7d2231a0d31d2c8c08bdbfdb8df60db0981334f15601",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": true,
          "severity_label": "HIGH",
          "commitment_x": "0xbd49af54e5d4b9dd58e1ae500b6da66863f5e90342788d9c8f7deda3ec1368d3",
          "commitment_y": "0x9a3f1e3c88294251109b96617b3028affa9a67fc4598ad38c074b5582e8f1e9",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x48a45620e36a10f10f39ed3ed6931a80509dad742bffda2ef81159bd3f9aefa5",
          "commitment_y": "0x973972113377534bcd5d5a418d4fec1e1eec61273f3f424f3a8e8f6816db52e5",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x371ca87441daa98bba52b82440ee1865472bd0da34f8b9f8160f22847d3a1a34",
          "commitment_y": "0xb4f8348ef1247ad0b8921010f6da51fb1ca31885e4cda4aa8e8e3a2da205f144",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#7",
          "necessity_name": "Missing usage scope declaration",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x23eea69fc3b726acc6a31a60cc4e5eb588cb189a5c643df0aff7f815b59bc50c",
          "commitment_y": "0x1fc87d7c2f67cc3c02d3bfb6d7de373bde704836ef862cc1ecfa9dd01df41d81",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#8",
          "necessity_name": "Missing environmental impact disclosure",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x1b2e1d43f7a584a8dde6c4009ebc01687a55ba3c28b3ec2cf18e913d1b11e0d5",
          "commitment_y": "0x1256ec73efd8ada66f89cf8e2706ec427b018a96e460e04e5b1be22911d78368",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#9",
          "necessity_name": "Missing human oversight mechanism",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0xf02b01bbcf87927dadf02e4cd4651cfe90065a16677bbec40e7e25d5da3b6bf2",
          "commitment_y": "0xe5dbd747a7427cd033cc4ee8baa0d30a4e43ba8df3e8298b72ecf9aca0747794",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        }
      ],
      "absent_count": 14,
      "present_count": 6,
      "highest_severity": "CRITICAL",
      "merkle_root": "d10989c8102789d984057151b1a409c00f04a7274968351ba369caffdc62473b",
      "temporal_anchor": {
        "anchor_hash": "283c4e3052e5e6d6cca50eaa838b3b63c0904287a0bb225d903fd3d8d9723cdd",
        "chain_height": 531237,
        "epoch": 1791414032,
        "previous_anchor": "045a09fb476fa3875974e463390919f7f6a4bf15d1d07591036a4e05bf8e0b5e"
      },
      "jurisdiction_exposures": [
        {
          "jurisdiction_code": "EU_AI_ACT",
          "jurisdiction_name": "European Union AI Act",
          "absent_requirements_count": 14,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 53.1(a)",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "OECD_AI",
          "jurisdiction_name": "OECD AI Principles",
          "absent_requirements_count": 6,
          "risk_band": "CRITICAL",
          "article_hint": "Principle 1.3",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CHINA_AI",
          "jurisdiction_name": "China Provisions on Generative AI",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "Art. 8",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "UK_AI",
          "jurisdiction_name": "United Kingdom AI Regulation",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "AI Regulation White Paper",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "US_FTC",
          "jurisdiction_name": "United States FTC Act",
          "absent_requirements_count": 4,
          "risk_band": "CRITICAL",
          "article_hint": "Section 5",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "ISO_42001",
          "jurisdiction_name": "ISO/IEC 42001 AI Management System",
          "absent_requirements_count": 5,
          "risk_band": "CRITICAL",
          "article_hint": "9.1",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "GDPR",
          "jurisdiction_name": "EU General Data Protection Regulation",
          "absent_requirements_count": 3,
          "risk_band": "HIGH",
          "article_hint": "Art. 17",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        },
        {
          "jurisdiction_code": "CCPA",
          "jurisdiction_name": "California Consumer Privacy Act",
          "absent_requirements_count": 1,
          "risk_band": "MODERATE",
          "article_hint": "§1798.105",
          "full_articles": "[REDACTED — Crovia PRO]",
          "absent_requirements": "[REDACTED — Crovia PRO]",
          "exposure_weight": "[REDACTED — Crovia PRO]"
        }
      ],
      "total_jurisdictions_exposed": 8,
      "temporal_pressure_band": "LOW",
      "temporal_pressure": "[REDACTED — Crovia PRO]",
      "pressure_components": "[REDACTED — Crovia PRO]",
      "signature_hex": "[REDACTED — Crovia PRO]",
      "public_key_hex": "2fbbfeb28a9666b63532f6487d15f74a908ac79f8e428cfdc3e56eaafae7c8ae",
      "aggregate_commitment_x": "[REDACTED — Crovia PRO]",
      "aggregate_commitment_y": "[REDACTED — Crovia PRO]",
      "upgrade_notice": "This is a Crovia OPEN TPA. Full Pedersen openings, complete regulatory article mapping, exact temporal pressure values, and Ed25519 signature are available in Crovia PRO. Visit croviatrust.com/pro",
      "signature_algorithm": "ed25519",
      "signature": "[REDACTED — Crovia PRO]",
      "witness_verification": {
        "cf_oracle_configured": true,
        "source": "export_tpa_latest_enrichment",
        "ts": "2026-10-08T00:10:05.432890+00:00"
      }
    },
    {
      "tier": "OPEN",
      "tpa_id": "TPA-204a8d040c3da3bb46ce1e30",
      "version": "1.0.0",
      "model_id": "FIRSTACCOUNT69/xss-test-card",
      "observation_timestamp": "2026-10-07T23:00:30.949542+00:00",
      "observation_epoch": 1791414030,
      "canon_version": "NEC-v1.0",
      "observations": [
        {
          "necessity_id": "NEC#1",
          "necessity_name": "Missing explicit data provenance",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x2c8d530e71dac4288def880d2841c08cc66ec606744596549f4f3b3bf2633f51",
          "commitment_y": "0xd4073959cc8dc1ff5e521e317f7d079edc74c5253d8f9af4fca70322ade206f3",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#10",
          "necessity_name": "Missing temporal validity and revocation metadata",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xe64a79f86f5544170f84e35c4b24a45c4bec672df1435191fc68ca14852bb08a",
          "commitment_y": "0x3562c6ba8c9178c17ff7f1fcb8bc12321a525a79fa3980b6975be4823ba60bea",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "California Consumer Privacy Act"
          ]
        },
        {
          "necessity_id": "NEC#11",
          "necessity_name": "Missing known limitations documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xf0ec710bcb19e01399ade5f68c4397f065a77ac705e261eb5871e2b81b5cc31c",
          "commitment_y": "0xc3cff5891897b269f75f593dd40286a2c960de89c3705560a12f1c9d6ca9f785",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#12",
          "necessity_name": "Missing bias and fairness assessment",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x1a8bd6b6bd604cb5a7a4e796cebf78e53c0feb5cc6b2029d70e75dbcff1b20dd",
          "commitment_y": "0x1b7b40fc2c79ee27401abe6dd5fb821e18fe7c550ab4f06557546a9f7a726aaa",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 4,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "United States FTC Act"
          ]
        },
        {
          "necessity_id": "NEC#13",
          "necessity_name": "Missing accountable entity",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x4ca8100f7c29aba3d8e4d07733f57ca706d7e097607d440cd7f29b24d29c03df",
          "commitment_y": "0x310111605f0526f2b8a6e93a46f7f524f5797fc7407d618649011525e9d1b078",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#14",
          "necessity_name": "Missing data preprocessing documentation",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x2abeeb47c772b32662fb93306392e177dc9bc06f13aea02350dac5a5d5a1f76c",
          "commitment_y": "0x873b9dea0a47b05c59f482ac93c2cfde620594d060f9d1a7513103af4db09202",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#15",
          "necessity_name": "Missing multilingual capability scope",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0x1f117ea2c00c5ce83d1d19d38f7bb8a1bdf24143f0ba38744d77547de9d6c125",
          "commitment_y": "0x3a2a7ae2329b0ea4c6a365f8139d858cca22bcc7371f8fb5122e204be768a27e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI"
          ]
        },
        {
          "necessity_id": "NEC#16",
          "necessity_name": "Missing security vulnerability assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0x5031739087471dffdb13717047b25fb6738f485d72e47a6a58fa67e80bd67626",
          "commitment_y": "0x90f407d13620c19594e690b1662b877701dad558919896a957acae4e5cf46c87",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#17",
          "necessity_name": "Missing deployment and integration guidelines",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x52bd234abd420b9d1b21a9de2cef0e60dc27ed43474f6f77ed72608f0773bca6",
          "commitment_y": "0xad91b84032dca4900c5abc0f17613b51cacc0010c0f54a0789fe65ba513fb4f1",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#18",
          "necessity_name": "Missing incident reporting mechanism",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xed0b0b63a9298526772dadc74fdc2c21fb56016e440c52a0a45e9136a23b36ca",
          "commitment_y": "0x2038fe258818fc949c0b14d49d55d140bab41ec3008ee27011e0af6ab2fc4605",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "United Kingdom AI Regulation"
          ]
        },
        {
          "necessity_id": "NEC#19",
          "necessity_name": "Missing version history and changelog",
          "is_present": false,
          "severity_label": "LOW",
          "commitment_x": "0xfc361c201451f0ce9f96f4f0e4a3fce61ed8ce2a1ce33aff3844c7f406ce8f9",
          "commitment_y": "0xc53eb50a94cbcd55cf70cba42f4330b443bf829f346359eaf83a541222dc11ff",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 2,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#2",
          "necessity_name": "Missing explicit license attribution",
          "is_present": true,
          "severity_label": "CRITICAL",
          "commitment_x": "0x70a668567ed8565dc790346550cf7d5378ed64070e9c85341dbdafa67750915a",
          "commitment_y": "0x1e7802ca73711e18086ec23252f8afc6c5142290d7b25b3573d5a8ef60343791",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]"
        },
        {
          "necessity_id": "NEC#20",
          "necessity_name": "Missing downstream impact assessment",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xad2e502f11693618a81a7cf63ba607ef54b567c7de5f5f50be5178d44da59909",
          "commitment_y": "0x65857f265e660c9e3dfc1255729e85f96fb55742cd8feda8657e2c13ebe69139",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "EU General Data Protection Regulation",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#3",
          "necessity_name": "Missing model architecture disclosure",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xec1768041275a9e549feb6a8267f935ebdefcfef91b1fc42a092edf1a2e3ed06",
          "commitment_y": "0xe02e2bccf0323587c0e562d0c94566048713739502c61640931e5bb04bc4e5a6",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "China Provisions on Generative AI",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#4",
          "necessity_name": "Missing training methodology documentation",
          "is_present": false,
          "severity_label": "HIGH",
          "commitment_x": "0xa153f0d1939145d8846c3f6f1ba7d01bd5ace50eb0fc9002e61e52ff2ba57424",
          "commitment_y": "0x193f9a17468e361232ad8539669e20905f6c3f848c246eaf0e85ef59c7533e63",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "ISO/IEC 42001 AI Management System",
            "OECD AI Principles"
          ]
        },
        {
          "necessity_id": "NEC#5",
          "necessity_name": "Missing evaluation and benchmark results",
          "is_present": false,
          "severity_label": "MODERATE",
          "commitment_x": "0x4878f4c79b50e394dc9310e8cd7de641957e26da7d22ee081da4b495515575d5",
          "commitment_y": "0xb7f33b027a70912115810d57f05d689b442081738f1f1b8cd8f82c0c91b49958",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTED — Crovia PRO]",
          "jurisdictions_affected": 3,
          "jurisdictions_hint": [
            "European Union AI Act",
            "United States FTC Act",
            "ISO/IEC 42001 AI Management System"
          ]
        },
        {
          "necessity_id": "NEC#6",
          "necessity_name": "Missing safety and risk evaluation",
          "is_present": false,
          "severity_label": "CRITICAL",
          "commitment_x": "0x3d209e10ab78710152855dde9583ed1cec6a571a810e996874f8ff5f39fb5976",
          "commitment_y": "0x3178c36f6ce67e306d52a9789f558f45ae9dc722804776d907291a5cb8eaef8e",
          "blinding_factor_hex": "[REDACTED — Crovia PRO]",
          "committed_value_hex": "[REDACTED — Crovia PRO]",
          "canonical_input": "[REDACTE