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

Yiqi Wang, Jiaqi Zhang, Zhangkai Wu +9

Large language model (LLM)-based agents are moving beyond text generation to planning, tool use, retrieval, memory access, environmental interaction, and multi-agent collaboration.…