Simple Features Beat Most AI Control Monitors.

arXiv:2610.41713v1 Announce Type: cross Abstract: AI control relies on monitors to catch a capable model that sabotages its work. These monitors are evaluated on their ability to differentiate honest from backdoored code. We show that on a standard evaluation