When Upstream Messages Override Correct Answers: A Controlled Study of Multi-Agent LLM Collaboration.

arXiv:2609.36855v1 Announce Type: new Abstract: Multi-agent LLM systems rely on message passing among specialized agents to accomplish complex tasks. However, an upstream agent may provide useful information or an incorrect answer that causes a downstream agen