AI-as-AC Authors: Not Advocating AI Reviewers, But Warning of Systematic Bias

ShayneRedford · x · 2026-10-07

The AI-as-Area-Chair authors clarify they aren't advocating AI ACs. AI already shapes brainstorming, writing, reviewing, and revision — the goal is to make consequences visible, including the risk of uniform, systematic biases in science. Limitations: accepted papers only, model/rubric dependence, possible training exposure, and human outcomes aren't ground truth. Rankings and intermediate judgments are released for scrutiny.

Related event: AI as Area Chair: Model Ranks All 6617 ICML Papers, Diverges Sharply From Humans(6 posts)→

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