AI Engineering Paper #5: Why Multi-Agent Systems Fail

In this live class, we will be going through the "Why Do Multi-Agent LLM Systems Fail?" research paper by Mert Cemri, Melissa Z. Pan and others, with Matei Zaharia and Ion Stoica. The paper studies 1,642 traces from seven multi-agent frameworks and names 14 ways these systems fail.