AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems
arXiv:2605.08715v2 Announce Type: replace-cross
Abstract: LLM-based multi-agent systems are increasingly deployed on long-horizon tasks, but a single decisive error is often accepted by downstream agents and cascades into trajectory-level failure. Exi…