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More agents made one task 80.9% better and another 39 to 70% worse (Google Research)

Google Research tested 180 agent configurations and found something that makes the "just add more agents" approach a lot less straightforward. On a sequential planning task (PlanCraft), every multi-agent variant they tested degraded performance by 39 to 70% versus a single agent. On a parallelizabl…

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  1. 2026-10-24 10:01 · r/GeminiAI
    More agents made one task 80.9% better and another 39 to 70% worse (Google Research)

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