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大模型是目前智能体大脑的最优选择,因为大模型的万亿参数压缩了人类积累的海量知识,拥有强大的模式识别和生成能力,是处理包括语言在内的多种非结构化数据的万能接口,拥有不错的泛化能力构成处理各类任务的基础。而以OpenAI o1/DeepSeek R1为代表的新一代推理模型为智能体的发展进一步助推:加强的推理能力带来更强的任务分解和规划,更好地自检和纠错,也令智能体对工具的使用可以更加准确。

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Designating Anthropic as a supply chain risk would be an unprecedented action—one historically reserved for US adversaries, never before publicly applied to an American company. We are deeply saddened by these developments. As the first frontier AI company to deploy models in the US government’s classified networks, Anthropic has supported American warfighters since June 2024 and has every intention of continuing to do so.

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