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When AI Reviews Train AI Reviewers: Scientific-Judgment Collapse and Mitigation

arXiv:2609.20942v1 Announce Type: new Abstract: Large language models (LLMs) increasingly participate in scientific evaluation, both as automated reviewers and as assistants to human reviewers. As model-generated reviews enter public data and future training corpora, AI peer review can become recur…

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  1. 2026-09-21 04:00 · arXiv cs.LG
    When AI Reviews Train AI Reviewers: Scientific-Judgment Collapse and Mitigation

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