Researchers Slam AI Peer Review: LLMs Find 100+ Limitations but Miss Critical Issues

IanArawjo · x · 2026-11-06

Researcher jiaxinpei vents about the biggest peer-review struggle of 2026: (AI) reviewers can't tell limitations apart from critical issues.

An LLM can easily surface 100+ limitations in any paper — even the best in history — but that doesn't mean the paper should be rejected, highlighting the shallow-judgment problem of AI-assisted reviewing.

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