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Your LLM Judge Agrees With Itself. That Is Not an Eval.

Series: What AI Gets Wrong A judge model can give the same verdicts run after run and still be wrong. In a June 2026 preprint on judge reliability [1] , Qwen 3 8B reproduced its own scores almost perfectly on MT-Bench, with a test-retest reliability of 0.992, while its verdicts leaned toward one an…

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  1. 2026-11-02 12:05 · DEV Community — Machine Learning
    Your LLM Judge Agrees With Itself. That Is Not an Eval.

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