The Geometry of Ignorance: Detecting Suppressed Knowledge in LLMs through Activation Fragmentation

Adar Peleg, Dvir Alsheich, Tomer Ashuach +1

Evaluating whether a large language model (LLM) genuinely knows a concept remains a fundamental problem, since behavioral metrics can be fooled by suppression: a model that refuses…