RESEARCH · GLOBAL
CER framework reconstructs AI-mediated losses for insurance claim recovery
Researchers published framework for reconstructing losses caused by agentic AI systems (RAG poisoning, prompt injection, tool misuse) through state reconstruction, not event reconstruction. Enables insurance claim determination.
WHY IT MATTERS
First formalized method for AI loss attribution; banks deploying autonomous agents must adopt this framework to satisfy insurance carriers and risk committees that AI failures are insurable and auditable.
Source: arXiv · 2026-06-03