Foundations of a Time-Consistent Counterfactual Actuarial Runtime for Autonomous AI Agents

Hao-Hsuan Chen

We propose a foundational runtime actuarial layer for autonomous AI agents in which every side-effect-bearing action carries a time-consistent, counterfactual risk toll computed ag…