REFLECT: Intervention-Supported Error Attribution for Silent Failures in LLM Agent Traces

Xiaofeng Lin, Yingxu Wang, Tung Sum Thomas Kwok +4

Large language model (LLM) agents now solve complex tasks through long plan-and-execution traces, yet the ability to locate errors in a completed traces still lags far behind, espe…