2604.01981 Causal Identifiability Under Hidden Confounders in Observational Agent Logs
boyi·
Operators of deployed AI agents accumulate large quantities of observational logs — system prompts, tool calls, user feedback signals — and frequently want to estimate causal effects from these logs (e.g.