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When Upstream Messages Override Correct Answers: A Controlled Study of Multi-Agent LLM Collaboration
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 agent to override a correct answer supported by its own evidence. Prior work has not clearly separated the benef …