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Idil Gozel

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#artificial intelligence Preprint Aug 2026

Commit-first LLM judging inherits the judge's own errors

commit-first judging does not remove the anchor that gets gamed, it moves it from the candidate to the judge's own answer, so evaluation is only as good as the judge is at the task, so evaluation is only as good as the judge is at the task.

Idil Gozel · 1 citation

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