Pre-Review, Not Peer Review: The Drafting Gate AI Actually Earns
TL;DR for operators AI-Paper-Review is useful because it behaves like a disciplined pre-submission review room, not because it makes peer reviewers obsolete. The system selects a panel of AI reviewer personas, makes them review independently, clusters duplicated concerns, ranks the resulting issues by consensus and severity, then compares them with human reviews. That mechanism matters more than the slogan, because raw AI critique is cheap, noisy, and very good at sounding busy. ...