# Understanding Communication Failures in Multi-Agent LLM Systems

> 全文为英语

**Published:** 2026年10月26日
**Author:** Priya Pitre, Jun Hou, Yi Fang, Naren Ramakrishnan, Xuan Wang
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/zh/articles/understanding-communication-failures-in-multi-agent-llm-systems

arXiv:2610.32060v1 Announce Type: new Abstract: Multi-agent LLM systems aim to improve reasoning through debate, evidence sharing, and mutual correction, but interaction can also introduce failures that final accuracy alone cannot explain. Agents may converge too early, ignore…

> 内容来自原始来源： **arXiv — cs.AI**
> [在 arXiv — cs.AI 阅读全文](https://arxiv.org/abs/2610.32060)

**标签：** #arXiv

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