Open-ended LLM conformity is not captured by answer flips: wrong peers degrade revisions, and judges' ratings shift when peer context is visible, so evaluation must be modeled explicitly.
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The Evaluator Is Part of the Experiment: Measuring Open-Ended LLM Conformity
Open-ended LLM conformity is not captured by answer flips: wrong peers degrade revisions, and judges' ratings shift when peer context is visible, so evaluation must be modeled explicitly.