Why Do Multi-Agent LLM Systems Fail?

Published in NeurIPS 2025, 2025

Download paper here

Recommended citation: Mert Cemri, Melissa 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. (2025). “Why Do Multi-Agent LLM Systems Fail?.” NeurIPS 2025.

Recommended citation: Mert Cemri*, Melissa 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. (2025). "Why Do Multi-Agent LLM Systems Fail?." NeurIPS 2025.
Download Paper