AINeutralarXiv – CS AI · 15h ago6/10
🧠
Foundations of a Time-Consistent Counterfactual Actuarial Runtime for Autonomous AI Agents
Researchers propose a mathematical framework for autonomous AI agents that implements per-action insurance premiums based on counterfactual risk assessment against safe defaults. The system replaces traditional post-hoc liability coverage with real-time transaction-level risk tolls, establishing formal guarantees for runtime safety and budget constraints.