Peer Review

OpenAI Just ‘Proved’ a Math Theorem Wrong. Here’s Why That’s Terrifying.

📅 August 3, 2026 📂 AI & Machine Learning

An AI-generated paper claimed to disprove a major math theorem. A human mathematician found the fatal flaw: the AI didn’t understand a basic definition. This is a warning about ‘epistemic pollution’—where AI produces plausible but fundamentally wrong content that threatens the integrity of knowledge.

Academic Integrity AI Connes Counterexample Epistemic Pollution Hallucination Mathematics OpenAI Peer Review Rigidity

AI Just Passed Peer Review. That’s the Problem.

📅 July 30, 2026 📂 AI & Machine Learning

An AI system has passed peer review, generating a paper that looks perfect but is scientifically hollow. The real bottleneck isn’t the AI’s creativity – it’s our inability to verify the flood of automated discoveries. This is a warning that our metrics for success are broken, and the future belongs to those who can curate, not just create.

Academic Integrity AI AI Autonomy Peer Review Science