What we can help with

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Commission a verified historical answer

Want to know what a specific model -- with a verified knowledge cutoff -- would say about a given topic, and be able to prove which exact checkpoint produced that answer? We can run the query against the registered model and send you the answer alongside its on-chain attestation as proof of which verified checkpoint generated it. Get in touch with the model and question you have in mind.

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Questions about a specific model

Want to know why a model's hash, license, or metadata looks the way it does on its Explorer page, or whether an on-chain attestation is genuine? Ask us and we'll walk through it.

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Requesting a model be added

If there's an open-weight model you'd like to see hashed and registered, let us know which one and where to find it.

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How the process works

Questions about the hashing, the Merkle combination, or how the on-chain attestation is structured -- happy to go deeper than what's on the About page.

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Reporting an issue

Spotted something that looks wrong -- a mismatched hash, an incorrect claim, a broken link -- tell us and we'll look into it.

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Press, research, or general inquiries

Working on a story, a paper, or a project that touches on model provenance? Reach out.