Rethinking Multi-Agent Collaboration: When More Is Less
SAIGE, a lightweight multi-agent collaboration mechanism based on Semantic-Aware Incremental Graph Evolution, is proposed, suggesting that multi-agent superiority is bounded by task structure rather than universal, and that more agents do not necessarily make a system more intelligent.
Yizhen Yuan, Yi-Bo Wu, Yi-Han Zhang et al.
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