AI Peer Review Is Already Inside the Literature

Current AI-detection infrastructure is built to catch a first-order problem: text that a machine wrote. It has no answer for the second-order version — a human author who read a machine-generated paper, absorbed its fabricated citations as fact, and then wrote a clean, original manuscript around them ^[2]. That manuscript will pass every detector. It will also pass a human reviewer who has not independently verified the upstream sources.