BPU-Net: a precise grain image segmentation method based on bidirectional skip connections and continuous VI loss

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其次,大模型没有天然的执行能力,需要辅以智能体工程来将意图转化为实际操作。工具调用是当前最主流的方式,大模型根据任务需求,生成结构化的函数调用指令,由智能体框架解析后执行相应操作,比如调用天气API、数据库查询、发送邮件等;另一种方式是模拟人类操作,通过视觉识别和模拟操作来"看屏幕、点按钮、填表单"来完成任务,近期大火的豆包手机就是这样完成智能体操作;对于更复杂的任务,智能体还可以配置代码解释器(Code Interpreter / Sandbox),让模型编程运行,这可以极大的扩展智能体的行动边界。

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Less than a year ago, Skydance Media closed its $8 billion merger with Paramount, making the Trump-friendly Ellison family—billionaire Oracle founder Larry and his son David, CEO of Paramount Skydance—among the most powerful media moguls in the country. A looming Paramount Skydance merger with Warner Bros. Discovery would expand their empire even further.