The most consequential development in AI misinformation is not any single viral incident — it is that individual incidents have stopped feeling like incidents. Zendaya correcting AI-generated wedding photos [2], Delhi Police arresting a man for deepfake images of the Prime Minister [7], Germany criminalizing deepfake pornography [13]: each would have read as a warning sign eighteen months ago. Now they read as case files. The alarm that was supposed to create urgency has been absorbed into the background of the information environment, and the practitioners who spent the past…