Safety Beyond the Interface: Detecting Harm via Latent States in Large Language Models

Alizishaan Khatri, Chiquita Prabhu, Omkar Neogi

Autonomous systems increasingly rely on Large Language Models (LLMs) yet the safety infrastructure surrounding these models introduces latency and compute overhead. This limits uti…