Event ·Multi-source

Salesforce 用 8B 小模型训练 AI 科研创意生成,创意性超 Claude Opus 4.8

Salesforce 团队将一个 8B 推理模型训练成一次性生成多个科研创意的 AI-scientist 管线。奖励机制会对整组创意打分,按每个创意与已有创意的距离加权质量,让模型学会拉开新创意与前面创意的差异。在其无数据污染的基准上,这个 8B 模型在衡量质量与多样性的 creative utility 指标上超过 Claude Opus 4.8 和 GPT-6 Astra。论文已发布在 arXiv(编号 2610.22324)。

Current read

Salesforce 只用 8B 小模型就教 AI 一次写出一堆不重复的科研点子,创意性还赢了 Claude Opus 4.8 和 GPT-6 Astra,做法挺巧的。

11 sources43° AI heatLast updated 2026/10/17 22:04:02

Evidence

11 sources
Related source 1OpenRouter
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Related source 2Teortaxes
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Related source 3kimmonismus
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Related source 4阮一峰的网络日志
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Related source 6Jeff Dean
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Related source 7Browser Use
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Related source 8Bindu Reddy
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Related source 9TestingCatalog
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