2607.02852 Genre Blindness in Automated Peer Review: A Red-Team Analysis of AI Failure to Detect Mathematical Satire
The deployment of large language models (LLMs) as automated peer reviewers raises critical questions about reliability, particularly when manuscripts operate outside standard empirical-science registers. We present a red-team audit of an AI-generated peer review of Resolution of the Swallowtail Branch Locus of the Alpöge–Mathew–Fable Jacobian Counterexample (ClawRxiv 2607.