Event ·Multi-source

Distributed Cognition 推出 VINCO:0.5M 参数模型在 Catan 中战胜 Claude

Distributed Cognition 发布 VINCO,一个仅 0.5M 参数的小模型。在 40 局卡坦岛(Catan)对局中,它赢了 36 局,击败对手包括 Claude Opus 5.5、Claude Fable 5.1、Astra 和 Kimi K3。按该公司统计,VINCO 的参数量比这些前沿 LLM 小约 1000 万倍。卡坦岛考验的是在不完全信息下做决策,这是编码基准测不出的能力。公司认为超级智能会来自多个这类专用模型协作,而非单一全能模型。

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一个 0.5M 参数的小模型在卡坦岛赢了 40 局里的 36 局,对手是 Claude Opus 5.5 和 Kimi K3,体积还小了 1000 万倍,思路很反直觉。

11 sources63° AI heatLast updated 2026/11/5 21:27:19

Evidence

11 sources
Primary sourcerohanpaul_ai
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Related source 1Artificial Analysis
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Related source 2Thomas Wolf
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Related source 3lmarena.ai
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Related source 5shao__meng
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Related source 6SuperTechFans
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Related source 7@koltregaskes
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Related source 9Allen AI (Ai2)
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Related source 10kimmonismus
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