Authors, publishers and code owners cannot tell whether their work was used. Lawsuits proliferate; courts have no anchor data.
Regulators, hospitals and schools cannot audit what a model learned. Bias and harm cannot be traced back to source material.
Enterprises buying AI cannot perform due diligence. Public trust collapses to "take their word for it" — with no recourse.
Major AI organizations scoring F on training-data transparency. Each bar is one organization, sized by number of models monitored, colored by their average disclosure score (red = most opaque).
— generating from continuous monitoring —
Every confirmed anchor below is a permanent record on the Bitcoin blockchain. It cannot be altered, deleted, or forged. Click any block to verify.
Other AI transparency initiatives publish reports. Crovia publishes signed, time-stamped evidence that anyone can verify independently.