AI detectors foster growing distrust and false accusations across education and publishing. Flawed detection tools misclassify human-written work as machine-generated, creating systemic anxiety for students and writers. Developers building generative text applications must account for the downstream social friction and unreliability of automated policing mechanisms.
Opening Kapyn…