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Review Aug 2026

W HAT D OES AN E VALUATION L ICENSE ? A C OMMIT -B OUND C ENSUS OF C LAIM -R ELATIVE I NFERENCE IN I NSPECT E VALS

Evaluation artifacts specify a forward computation: a task, scorer, and reported metric. They do not necessarily license the claim attached to that metric because the historical evidence and alternative semantics needed to replay it may be unbound. We formalize this missing claim-replay layer through a frozen substrate...

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