Toward a Principled Framework for Agent Safety Measurement

Shuyi Lin, Anshuman Suri, Alina Oprea +1

LLM agents emit actions, not just text, and once taken, those actions often cannot be undone. Yet today's agent-safety evaluations run greedy or a few sampled rollouts and report a…