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Paper · arXiv

Cryptographic certificates of validity for trustworthy AI

We propose cryptographic certificates of validity for agentic AI systems. The core idea is to formally specify a correctness or policy condition as a logical predicate, compile this predicate to a witness-checking problem over polynomial constraints, and use a succinct cryptographic proof system (and optionally zero-knowledge) to certify that the condition holds. This offers a middle ground between formal verification of source code, and cryptographic authentication. An agent's action can be accompanied by an independently checkable proof that it satisfies an agreed formal policy, without requiring the verifier to trust the agent or to re-execute computation. We outline the approach at a ...

AuthorsMurdoch J. Gabbay
Primary categorycs.CR
Published22 June 2026
Last updated at source22 June 2026
cs.CRcs.AIcs.LO
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