AnalysisScienceAugust 4, 2026

Discussion flags downsides of LLM-generated peer reviews

A r/MachineLearning post describes two recurring problems with LLM-assisted peer review: endless hunting for uncontrolled variables the papers never claimed to cover, and reviews that appear heavily LLM-generated. The author writes from experience both giving and receiving such reviews.

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