1
How Consistent Are LLM Agents? Measuring Behavioral Reproducibility in Multi-Step Tool-Calling Pipelines
LLM Agent在复杂工具调用中的行为是否一致？这篇论文首次系统测量了多步流水线上的可重复性问题。
arXiv:2605.28840v1 Announce Type: cross Abstract: Large language model (LLM) agents with tool-calling capabilities are increasingly deployed in produc…