Scholars Debate AI Peer Review: Replace Humans or Use AI as Gatekeeper?
soumitrashukla9 · x · 2026-08-21
Joachim Voth suggested having 5 reviewers read only 2-paragraph abstracts to cope with the paper explosion, but Soumitra Shukla disagrees, arguing that human judgment is the real bottleneck.
Shukla proposes reversing the role: make AI the "gatekeeper". After authors submit empirical papers and code, AI tools (like Codex) would check technical details such as documentation, definitions, fragility, and identification assumptions, while human editors focus on judging the value of the contribution.
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