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GRAND RAPIDS, Mich. — State public services officials are holding a hearing for the public Tuesday to express their thoughts on Michigan's long-term energy plans. State: California woman rescued after ...

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在构建一个大规模 AI 系统时，我们其实就是在把不同的“智能体设计模式（agentic design patterns）”组合起来。不管系统多复杂都可以拆解成有限的几种"设计模式"。这些模式各有各的用法——有的专门负责思考优化，有的处理工具调用，有的管多智能体协作。 主要就这么几类：多智能体系统让不同角色分工协作；集成决策让多个智能体投票选最优解；思维树（ToT）探索多条推理路径再择优；反思式架构 ...

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A brand new Winter Light Trail will illuminate the grounds of Wollaton Hall this year. An immersive festive experience will transform the historic grounds into a captivating wonderland of light, sound ...