Hitting a Moving Target: Test-Time Adaptation for AI Text Detection under Continual Distribution Shift.

arXiv:2606.25152v2 Announce Type: replace-cross Abstract: Deployed AI text detection approaches are supervised, relying on training-time access to labeled datasets of both human-written and AI-generated text. This approach is vulnerable to three types of distr