Analysis of 250k ICLR reviews finds 65% AI-written, scores collapsing to middle

TuhinChakr · x · 2026-11-08

Pulling 250k ICLR reviews since 2025, GuyZys finds AI-written reviews are now the majority: 18% in 2025, 41% in 2026, 65% in 2027. Scores are collapsing into the middle — Weak Rejects jumped from 36% to 57% while clear accepts/rejects fell from 41% to 21%. AI-flagged reviews picked a clear side less than half as often as humans. Awkward slip-ups abound: 94 reviews this year called the paper "the provided manuscript" — chatbot speak for an uploaded PDF — raising concerns about peer review's integrity.

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