ClaimReceipt: Verifying Evidence Sufficiency and Coverage in Agent Evaluations

Explain Like I'm Normal

Researchers have introduced ClaimReceipt, a protocol designed to stop agents from hallucinating their own performance metrics. It uses cryptographic signing and selective verification to ensure that experimental logs actually prove the claims researchers make, preventing cherry-picking and hidden failures in AI agent benchmarks.