From Agent Traces to Trust: A Survey of Evidence Tracing and Execution Provenance in LLM Agents
This survey examines evidence tracing and execution provenance as foundations for process-level accountability in trustworthy LLM agents and introduces a taxonomy covering trace sources, evidence and execution units, provenance relations, tracing granularity and timing, representation forms, and trust functions.
Yi-Qi Wang, Jia-Qi Zhang, Zhang-Kai Wu et al.
· arXiv.org · 37 citations