When Do Model Internals Help? Exploring the Role of Representation Engineering in LLM Safety.

arXiv:2609.34771v1 Announce Type: new Abstract: Reliable AI safeguards require both control mechanisms that reduce unsafe behavior and monitoring mechanisms that detect safety risks during model interactions. Established behavioral safeguards include alignment