The Interaction Tax: When Communication Erases Diversity in Multi-Agent Teams

By Summer Eunhyung Ann · Paper · cs.MA

Does multi-agent LLM interaction help or hurt? Some work reports gains from debate (Du et al., 2024), critique loops (Chen et al., 2025), and mixture-of-agents synthesis (Wang et al., 2025), while other work finds that interaction adds cost without improving quality under equal b

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