J. Doyne Farmer

Emergent Risk Awareness in Rational Agents under Resource Constraints

Advanced reasoning models with agentic capabilities (AI agents) are deployed to interact with humans and to solve sequential decision‑making problems under (often approximate) utility functions and internal models. When such problems have resource or failure constraints where action sequences may be…