智能体是能做事的A I。LLM是近几年AI领域最重要的发展。已经在语言理解与生成、对话交互以及知识整合等方面展示出超凡能力，但它是“缸中大脑”——擅长思考、分析与回答问题，却并不能真正地做事情。而在真实世界，大多数认知活动并不止于“给出答案”，而是要有完整的“认知-行动”闭环：我们要求AI得能够自主的拆解复杂需求，规划流程，调用工具和资源，实现从感知到决策再到执行的完整循环；进一步我们还希望AI的行动能够超出计算机和互联网领域，在物理世界中为我们做事情，则需要AI能够感知物理世界的信号，进行匹配具身的思考，通过设备/机器人把决策转化为执行，对现实环境产生直接影响。
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。关于这个话题，同城约会提供了深入分析
Robotics company Intrinsic has announced it will be folding into Google as the company bets on the future of physical AI in manufacturing. The company focuses on software tools to make robots more affordable and easier to use, as well as using adaptive intelligence to help the robots perform real-world tasks.，推荐阅读WPS官方版本下载获取更多信息
"Occasionally landowners may wish to retain title to objects, in which case they will be returned to their care," said the spokesperson.。safew官方版本下载是该领域的重要参考