Neural Chameleons: Language Models Can Learn to Hide Their Thoughts from Unseen Activation Monitors

Max McGuinness, Alex Serrano, Luke Bailey +1

Activation monitoring, which probes a model's internal states using lightweight classifiers, is an emerging tool for AI safety. However, its worst-case robustness under a misalignm…