AINewsnow

Your LLM Judge Is Lying to You, a Little

Judge-only intervals miss the full-human value 18 of 21 times. PPI++ saves ~9% of human labels; disagreement routing costs 2.6x — pre-registered and coverage-gated. Scope note, first paragraph as promised: 7 English-heavy annotation tasks, 3 mid-tier judges (2 local, 1 API), one run each, $0.29 API…

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  1. 2026-10-19 14:32 · DEV Community — Machine Learning
    Your LLM Judge Is Lying to You, a Little

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