jopan / FlowLearn
Between 2026-02-20 and 2026-06-01 the first-generation collector autonomous_observer recorded 61 signed observations of jopan/FlowLearn without a training-data disclosure. Observation of the archive paused on 2026-06-01; the day count stops there and does not grow. This model is not in the current TACET watch list — you can request a witnessed certificate.
Verify it yourself
Signed observations in the AXIOM ledger
The 2026 archive is a signed, append-only ledger sealed with Ed25519 and anchored in Bitcoin. The observations of jopan/FlowLearn are in it; the seal over the whole ledger verifies in your browser.
Observation facts only
- Surface: the raw model card on Hugging Face. A disclosure published elsewhere is not seen here.
- Predicate:
crovia.pred.hf-card-training-data 1.0.0— a pure function of the bytes, published with its hash. It accepts thin disclosures; it never rates quality. - Time: the day count is bounded by the first and last observation and stopped when observation paused.
- Not a grade. Crovia does not rank, score or accuse. It records what was observable, signs it, and lets anyone check.
Embed the record
[](https://croviatrust.com/m/jopan/FlowLearn/)
shields.io endpoint: https://croviatrust.com/badge/m/jopan/FlowLearn.json
Same facts, as data
| this model | /badge/m/jopan/FlowLearn.json |
| every model | /registry/data/model_records.json |
| live per-target summary | /registry/data/tacet/targets.json |
| model card | huggingface.co/jopan/FlowLearn |
Generated 2026-09-22 22:10 UTC from public files under /registry/data/. Browse all model records or read how TACET works. Errors: [email protected].