Root-Cause Attribution Is a Search Problem: Continual Search for Long-Horizon Agent Failures.

arXiv:2609.13463v2 Announce Type: replace Abstract: The increasing deployment of AI agents in long-horizon tasks yields massive execution logs. Diagnosing failures within these records is crucial for reliability, as it transforms outcome-level signals into act