Projects

Evaluating Safety-Relevant Representations and Behaviors in Language Models From a single refusal direction to a source-gated semantic effect signature.
Measuring Governance Orientations in Large Language Models Four completed model panels compared with expert, researcher, and public survey evidence.
AI Persona English version of the AI governance persona quiz.
AI Governance Spectrum Browse the map behind the quiz.