Agent Safety From Within: Detecting Harmful Trajectories from LLM Internal States.

arXiv:2609.33039v1 Announce Type: new Abstract: Language model agents can now perform sophisticated sequences of actions via tools and harnesses, which has increased the scope of the damage they can cause. Guard models, however, are mainly built for content mo