From Agent Traces to Trust: A Survey of Evidence Tracing and Execution Provenance in LLM Agents

Yiqi Wang, Jiaqi Zhang, Zhangkai Wu +8

Large language model (LLM)-based agents are evolving from passive text generators into autonomous systems capable of planning, tool use, retrieval, memory access, environmental int…