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Audit the grader and the judge

Audit AI benchmark claims before you buy. Lesson 3, 18 min.

A score is only as good as the grader that produced it. Ask one question for every grader: would a superficial imitation pass? Deterministic graders - Exact match: check the normalization rules. Aggressive clean-up can hide real format failures. Strict matching can reject valid variants. - Unit test…

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Audit the grader and the judge: Audit AI benchmark claims before you buy