Why Do Multi-Agent LLM Systems Fail?

Mert Cemri, Melissa Z. Pan, Shuyi Yang, Lakshya A. Agrawal, Bhavya Chopra, Rishabh Tiwari, Kurt Keutzer, Aditya Parameswaran, Dan Klein, Kannan Ramchandran, Matei Zaharia, Joseph E. Gonzalez, Ion Stoica

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failure analysis

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BibTeX

@misc{cemri-2025-why-do-multi,
  author = {Mert Cemri and Melissa Z. Pan and Shuyi Yang and Lakshya A. Agrawal and Bhavya Chopra and Rishabh Tiwari and Kurt Keutzer and Aditya Parameswaran and Dan Klein and Kannan Ramchandran and Matei Zaharia and Joseph E. Gonzalez and Ion Stoica},
  title = {{Why Do Multi-Agent LLM Systems Fail?}},
  year = {2025},
  note = {NeurIPS 2025 Datasets and Benchmarks Track},
  url = {https://arxiv.org/abs/2503.13657}
}