Open-source Paper Review Harness simulates 30 AI reviewers for top ML conferences

DebateAccurate6097 · reddit · 2026-10-13

A Reddit post highlights Paper Review Harness, an open-source project that uses 30 different AI reviewer personas to simulate feedback for CVPR, ICLR, ICML, and NeurIPS papers.

Beyond a simple "review my paper" prompt, it provides independent multi-perspective reviews, section-level scores and criticism, weakness identification across novelty/methodology/experiments/clarity, prioritized improvement feedback, and a revision workflow tracking whether prior concerns were addressed. It supports different review panels per conference and contribution type, works with AI agent environments, and is open source. The author notes simulated reviews can't replace real peer review and scores aren't acceptance predictions.

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