Local Sparsity Enables Unsupervised LLM Safety Detection

A new method uses sparse activation patterns to detect unsafe LLM behavior without labeled data, potentially improving safety monitoring.

Auto-scored: The paper presents a real but partial technical step toward better safety detection, not a major governance or capability shift.