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新研究提出多开发者智能体系统:GAIA 上准确率从 35% 升至 70%

arXiv 论文《The Wealth of Agents》提出多开发者智能体系统(MDA):多名开发者各自构建智能体后组合协作。在通用助理基准 GAIA 上,个体准确率不超过 35% 的专业开发者群体,智能体组合后达到 70%。这一成绩比用数倍于每位专家预算构建的通用型单开发者系统(SDA)中位数高出 12 个百分点。理论模型显示 MDA 能激励开发者分工特化、更高效利用聚合资源,作者称其为智能体能力的新扩展轴。

Current read

论文说多个开发者各做一个弱智能体,拼起来在 GAIA 上拿到 70%,反超预算数倍的单人系统。

2 sources43° AI heatLast updated 2026/10/14 17:19:11

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Primary sourcearXiv cs.AI
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Related source 1rohanpaul_ai
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