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Paper Title Number 4

Published in GitHub Journal of Bugs, 2024

This paper is about fixing template issue #693.

Recommended citation: Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
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Why Do Multi-Agent LLM Systems Fail?

Published in NeurIPS 2025, 2025

The first empirical, principled study of multi-agent LLM failures. We introduce MAD (1,242 annotated traces across 7 frameworks) and MAST, a taxonomy for common failure patterns that currently exist in multi-agent LLM systems.

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.
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