{"id":820553,"date":"2026-07-31T13:10:09","date_gmt":"2026-07-31T05:10:09","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=820553"},"modified":"2026-07-31T13:10:09","modified_gmt":"2026-07-31T05:10:09","slug":"%e8%8f%9c%e9%b8%9f%e5%89%8dcto%e5%88%9b%e4%b8%9a%ef%bc%8c%e5%85%a5%e5%b1%80physical-ai%ef%bc%8c%e7%a7%8d%e5%ad%90%e8%bd%ae%e8%9e%8d%e8%b5%84%e8%b6%85%e4%ba%bf%e5%85%83","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=820553","title":{"rendered":"\u83dc\u9e1f\u524dCTO\u521b\u4e1a\uff0c\u5165\u5c40Physical AI\uff0c\u79cd\u5b50\u8f6e\u878d\u8d44\u8d85\u4ebf\u5143"},"content":{"rendered":"

\"\u83dc\u9e1f\u524dCTO\u521b\u4e1a\uff0c\u5165\u5c40Physical<\/p>\n

\u667a\u5ba2Zhiker\u83b7\u6089\uff0c\u6210\u7acb\u4ec5\u6708\u4f59\u7684Physical AI\u4f01\u4e1a\u6606\u817e<\/span>\u52a8\u529b\u5df2\u5b8c\u6210\u8d85\u4ebf\u5143\u79cd\u5b50\u8f6e\u878d\u8d44<\/a>\uff0c\u7531\u4e91\u542f\u8d44\u672c\u4e0e\u5546\u6c64\u79d1\u6280\u8054\u5408\u6295\u8d44<\/a>\u3002<\/p>\n

\u521b\u59cb\u4eba\u674e\u5f3a\u6b64\u524d\u5728\u963f\u91cc\u4f53\u7cfb\u5f85\u4e8617\u5e74\u30022015\u5e74\u52a0\u5165\u83dc\u9e1f\uff0c\u505a\u8fc7\u83dc\u9e1f\u96c6\u56e2CTO\uff0c\u4e5f\u505a\u8fc7\u963f\u91cc\u56fd\u9645\u6570\u5b57\u5546\u4e1a\u677f\u5757CTO\uff0c\u7ba1\u8fc7\u5168\u7403\u51e0\u5343\u4eba\u7684\u7814\u53d1\u56e2\u961f\uff0c\u517c\u4efb\u8fc7\u83dc\u9e1f\u65e0\u4eba\u8f66\u603b\u7ecf\u7406\uff0c\u662f\u4e2d\u56fd\u6700\u65e9\u628aL4\u65e0\u4eba\u8f66\u8fd0\u8425\u89c4\u6a21\u505a\u5230\u5343\u53f0\u4ee5\u4e0a\u7684\u4eba\u3002\u4ed6\u7684\u4e0a\u4e00\u4e2a\u8eab\u4efd\uff0c\u662f\u963f\u91cc\u4f53\u7cfb\u91cc\u540c\u65f6\u628a\"\u7269\u6d41<\/a>\u4e1a\u52a1+AI\u6280\u672f+\u5168\u7403\u5316\"\u4e09\u4ef6\u4e8b\u7edf\u7ba1\u8fc7\u7684\u4e00\u53f7\u4f4d\u3002<\/p>\n

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\u5728\u674e\u5f3a\u770b\u6765\uff0c\u6606\u817e\u52a8\u529b\u662f\u4e00\u5bb6Physical AI\u7cfb\u7edf\u516c\u53f8\uff0c\u4e0d\u662f\u7eaf\u6a21\u578b\u516c\u53f8\u3002“\u6a21\u578b\u662f\u7cfb\u7edf\u7684\u4e00\u90e8\u5206\uff0c\u4e0d\u662f\u5168\u90e8\uff0c”\u4ed6\u8bf4\uff0c“\u6211\u4eec\u8ffd\u6c42\u7684\u662f'\u5408\u9002'\uff0c\u4e0d\u662f'\u6700\u597d'\u3002”<\/p>\n

Physical AI\u548cAgentic AI\u6700\u5927\u7684\u4e0d\u540c\u5728\u4e8e\uff0c\u673a\u5668\u4eba\u5929\u7136\u53d7\u5730\u57df\u548c\u573a\u6240\u5206\u5272\uff0c\u771f\u6b63\u7684\u58c1\u5792\u4e0d\u5728\u4e8e\u8c01\u7684\u6a21\u578b\u53c2\u6570\u6700\u5927\uff0c\u800c\u5728\u4e8e\u8c01\u80fd\u642d\u5efa\u4e00\u5957\u53ef\u91cf\u4ea7\u3001\u53ef\u95ed\u73af\u7684\u7cfb\u7edf\uff0c\u8ba91000\u53f0\u673a\u5668\u4eba\u5728\u7269\u7406\u4e16\u754c\u91cc\u771f\u6b63\u6bcf\u5929\u5e72\u6d3b\u3002<\/p>\n

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\"\u83dc\u9e1f\u524dCTO\u521b\u4e1a\uff0c\u5165\u5c40Physical<\/p>\n

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\n

\u667a\u5ba2ZhiKer\uff1a\u60a8\u4e4b\u524d\u662f\u83dc\u9e1fCTO\uff0c\u4e3a\u4ec0\u4e48\u51fa\u6765\u505aPhysical AI\uff1f<\/p>\n<\/blockquote>\n

\u674e\u5f3a\uff1a\u62112015\u5e74\u52a0\u5165\u83dc\u9e1f\uff0c2016\u5e74\u5f00\u59cb\uff0c\u6211\u4eec\u5c31\u60f3\u901a\u8fc7\u6280\u672f\u6539\u53d8\u7269\u6d41\u884c\u4e1a\u73b0\u72b6\uff0c\u6bd4\u5982\u4ed3\u50a8\u81ea\u52a8\u5316\uff0c\u4f46\u505a\u4e86\u5f88\u4e45\u53d1\u73b0\uff0c\u4e0a\u4e00\u4ee3\u6280\u672f\u53ea\u80fd\u89e3\u51b320%\uff5e30%\u7684\u95ee\u9898\uff0c\u5927\u91cf\u95ee\u9898\u89e3\u51b3\u4e0d\u4e86\u3002<\/p>\n

\u52302025\uff5e2026\u5e74\uff0c\u6280\u672f\u53d1\u5c55\u5230\u80fd\u89e3\u51b3\u8fc7\u53bb\u4e00\u76f4\u60f3\u89e3\u51b3\u4e0d\u4e86\u7684\u95ee\u9898\u7684\u9636\u6bb5\uff0c\u8fd9\u662f\u51fa\u6765\u505a\u8fd9\u4e2a\u4e8b\u60c5\u6700\u5927\u7684\u51fa\u53d1\u70b9\u3002\u5176\u6b21\uff0c16\u5e74\u524d\u53c2\u4e0e\u4e86\u4e92\u8054\u7f51\u548c\u79fb\u52a8\u4e92\u8054\u7f51\u7684\u6d6a\u6f6e\uff0c\u8fd9\u4e00\u6ce2AI\u6d6a\u6f6e\u91cc\u6211\u5e0c\u671b\u80fd\u7ee7\u7eed\u505a\u4e00\u4e2a\u521b\u4e1a<\/a>\u8005\uff0c\u800c\u4e0d\u662f\u5927\u5382\u7684\u7ba1\u7406\u8005\u3002<\/p>\n

\n

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\n

\u667a\u5ba2ZhiKer\uff1a\u4f60\u4eec\u4e3b\u8981\u662f\u5207\u5165\u7269\u6d41\u4e2d\u7684\u54ea\u4e9b\u573a\u666f\uff1f<\/p>\n<\/blockquote>\n

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\n

\u667a\u5ba2ZhiKer\uff1a\u73b0\u5728Physical AI\u8d5b\u9053\u56e2\u961f\u6280\u672f\u90fd\u5f88\u5f3a\uff0c\u4f60\u4eec\u7684\u7ade\u4e89\u58c1\u5792\u5728\u54ea\uff1f<\/p>\n<\/blockquote>\n

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\u7b2c\u56db\uff0c\u4e0a\u5c42\u8c03\u5ea6\u7cfb\u7edf\u3002\u6211\u4eec\u505a\u7684\u4e0d\u5149\u662f\u4e00\u53f0\u4e00\u53f0\u7684\u673a\u5668\u4eba\uff0c\u800c\u662f\u4e00\u4e2a\u8f66\u961f\u3002\u600e\u6837\u5bf9\u8f66\u961f\u505a\u597d\u7ba1\u7406\u3001\u4efb\u52a1\u7684\u5206\u53d1\u8c03\u5ea6\uff0c\u6709\u4e00\u5957\u975e\u5e38\u597d\u7684\u6280\u672f\uff0c\u8fc7\u53bb\u4e5f\u505a\u8fc7\u5927\u89c4\u6a21\u7684\u673a\u5668\u4eba\u8f66\u961f\u8c03\u5ea6\uff0c\u5e94\u8be5\u8bf4\u5728\u8fd9\u65b9\u9762\u80fd\u529b\u662f\u6570\u4e00\u6570\u4e8c\u7684\u3002<\/p>\n

\n

\u667a\u5ba2ZhiKer\uff1a\u4e3a\u4ec0\u4e48\u5b9a\u4e49\u6606\u817e\u52a8\u529b\uff08Quantum Dynamics\uff09\u662f\u4e00\u4e2a\u7cfb\u7edf\u6027\u7684\u5e73\u53f0\u516c\u53f8\uff0c\u800c\u4e0d\u662f\u4e00\u4e2a\u673a\u5668\u4eba\u7269\u6d41\u516c\u53f8\uff1f<\/p>\n<\/blockquote>\n

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\n

\u667a\u5ba2ZhiKer\uff1a\u4f60\u4eec\u505a\u5e73\u53f0\u52a0\u591a\u914d\u7f6e\uff0c\u800c\u4e0d\u662f\u4e00\u53f0\u901a\u7528\u673a\u5668\u4eba\uff0c\u8fd9\u4e2a\u9009\u62e9\u80cc\u540e\u7684\u903b\u8f91\u662f\u4ec0\u4e48\uff1f<\/p>\n<\/blockquote>\n

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\n

\u667a\u5ba2ZhiKer\uff1a\u673a\u5668\u4eba\u672c\u4f53\u662f\u81ea\u4ea7\u8fd8\u662f\u4ee3\u5de5\uff1f<\/p>\n<\/blockquote>\n

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\u7b2c\u4e00\u4ee3\u673a\u5668\u4eba\u9884\u8ba19\u670830\u65e5\u4e4b\u524d\u63a8\u51fa\uff0c\u4f1a\u662f\u4e00\u4e2a\u66f4\u6709\u521b\u9020\u6027\u7684\u6784\u578b\uff0c\u5339\u914d\u6211\u4eec\u9009\u5b9a\u7684\u573a\u666f\u3002<\/p>\n

\"\u83dc\u9e1f\u524dCTO\u521b\u4e1a\uff0c\u5165\u5c40Physical<\/p>\n

\u7784\u51c6\u7269\u6d41\u4ed3\u50a8\u573a\u666f\uff0c\u6606\u817e\u52a8\u529b\u642d\u5efa\u6570\u636e\u95ed\u73af\u4f53\u7cfb\uff08\u56fe\u6e90\/\u4f01\u4e1a\uff09<\/p>\n

\n

\u667a\u5ba2ZhiKer\uff1a\u4f60\u4eec\u7684\u4e16\u754c\u6a21\u578b\u4e3b\u8981\u91c7\u7528\u7684\u662f\u4ec0\u4e48\u6280\u672f\uff1f<\/p>\n<\/blockquote>\n

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\u5176\u6b21\uff0c\u505a\u597d\u591a\u6a21\u6001\u7684\u7edf\u4e00\u878d\u5408\u548c\u8868\u5f81\u3002\u628a\u89c6\u89c9\u3001\u89e6\u89c9\u3001\u529b\u53cd\u9988\u7b49\u591a\u79cd\u6a21\u6001\u4fe1\u53f7\u505a\u597d\u65f6<\/span>\u7a7a\u5bf9\u9f50\uff0c\u505a\u5230\u66f4\u597d\u7684\u8868\u5f81\uff0c\u4ece\u800c\u8ba9\u6570\u636e\u6548\u7387\u66f4\u9ad8\uff0c\u5e0c\u671b\u7528\u66f4\u5c11\u7684\u6570\u636e\u9884\u8bad\u7ec3\u51fa\u4e00\u4e2a\u597d\u6a21\u578b\u3002<\/p>\n

\u6700\u7ec8\uff0c\u63a8\u51fa\u4e00\u4f53\u5316\u7684\u5177\u8eab\u4e16\u754c\u6a21\u578b\uff0c\u5b83\u65e2\u662f\u4e00\u4e2a\u4e16\u754c\u52a8\u4f5c\u6a21\u578b\uff08World Action Model\uff09\uff0c\u53ef\u4ee5\u51fa\u52a8\u4f5c\uff1b\u4e5f\u662f\u4e00\u4e2a\u4e16\u754c\u6a21\u578b\uff08World Model\uff09\uff0c\u6709\u4e86\u52a8\u4f5c\u4e4b\u540e\u53ef\u4ee5\u53bb\u9884\u4f30\u4e16\u754c\u56e0\u679c\uff0c\u52a8\u4f5c\u5982\u4f55\u6f14\u5316\u3001\u9884\u6d4b\u4e0b\u4e00\u4e2a\u72b6\u6001\uff1b\u540c\u65f6\u5b83\u4e5f\u662f\u4e00\u4e2aWorld Value Model\uff0c\u53ef\u4ee5\u62ff\u5230\u72b6\u6001\u4e4b\u540ePredict\u6216\u8005Estimate\u6574\u4e2aState\u662f\u4e0d\u662f\u6211\u60f3\u8981\u7684\u3002\u6bd4\u5982\u505a\u4e00\u4e2a\u8d34\u9762\u5355\u7684\u52a8\u4f5c\uff0c\u4f1a\u9884\u6d4b\u8d34\u7684\u51c6\u4e0d\u51c6\u3001\u7262\u4e0d\u7262\u3001\u5e73\u4e0d\u5e73\u6574\u3002\u8fd9\u4e2a\u9884\u6d4b\u662f\u4e00\u4e2a\u6709\u7740\u4e1a\u52a1\u8bed\u4e49\u7684\u9884\u6d4b\u3002<\/p>\n

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\n

\u667a\u5ba2ZhiKer\uff1a\u6a21\u578b\u8bad\u7ec3\u4e3b\u8981\u7528\u7684\u4ec0\u4e48\u6570\u636e\uff1f\u6570\u636e\u662f\u81ea\u91c7\u8fd8\u662f\u5916\u8d2d\uff1f<\/p>\n<\/blockquote>\n

\u674e\u5f3a\uff1a\u6211\u4eec\u4e3b\u8981\u7528\u7b2c\u4e00\u4eba\u79f0\u89c6\u89d2\u6570\u636e\uff08Human-centric\uff09\u89c6\u9891\uff0c\u4ece\u7269\u6d41\u573a\u666f\u91c7\u7684\u4e00\u4e9b\u8de8\u4efb\u52a1\u7684\u9065\u64cd\u4f5c\u6570\u636e\uff0c\u518d\u52a0\u4e0a\u673a\u5668\u4eba\u5728\u7269\u6d41\u573a\u666f\u91cc\u5e72\u6d3b\u4ea7\u751f\u7684\u771f\u673a\u90e8\u7f72\u7684\u771f\u5b9e\u6570\u636e\uff0c\u4ee5\u8fd9\u4e09\u90e8\u5206\u6570\u636e\u4e3a\u4e3b\uff0c\u518d\u8f85\u52a9\u4e00\u4e9b\u5408\u6210\u6570\u636e\u3002<\/p>\n

\u6570\u636e\u6765\u6e90\u65b9\u9762\uff0c\u7b2c\u4e00\uff0c\u6700\u5927\u4e00\u90e8\u5206\u662f\u548c\u5ba2\u6237\u53ca\u5408\u4f5c\u4f19\u4f34\u5408\u4f5c\u3002\u5f88\u591a\u5ba2\u6237\u548c\u5408\u4f5c\u4f19\u4f34\u8fc7\u53bb\u5df2\u7ecf\u6c89\u6dc0\u4e86\u4e00\u4e9b\u6570\u636e\uff0c\u53ef\u80fd\u662f\u4e3a\u505a\u8d28\u63a7\u3001\u8d28\u68c0\u3001\u5ba2\u670d\u91c7\u7684\uff0c\u6211\u4eec\u901a\u8fc7\u4e00\u4e9b\u5171\u8d62\u7684\u5408\u4f5c\u673a\u5236\u628a\u5b83\u5229\u7528\u8d77\u6765\u3002\u7b2c\u4e8c\uff0c\u6211\u4eec\u81ea\u5df1\u4e5f\u4f1a\u91c7\uff0c\u501f\u52a9\u5ba2\u6237\u548c\u5408\u4f5c\u4f19\u4f34\u7684\u7f51\u7edc\uff0c\u8ba9\u73b0\u6709\u7684\u719f\u7ec3\u5de5\u7528Ego-centric \u3001UMI\u6216\u9065\u64cd\u4f5c\u5e2e\u6211\u4eec\u91c7\uff0c\u6570\u636e\u66f4\u771f\u5b9e\u3001\u8d28\u91cf\u66f4\u9ad8\uff0c\u540c\u65f6\u4ef7\u683c\u4e5f\u6bd4\u8f83\u4f4e\u3002\u7b2c\u4e09\uff0c\u77ed\u671f\u4e5f\u4f1a\u4e70\u4e00\u4e9b\u6570\u636e\u505a\u8865\u5145\uff0c\u4f46\u4e0d\u4f5c\u4e3a\u4e3b\u8981\u6765\u6e90\u3002\u5bf9\u4e8ePhysical AI\u7684\u56e2\u961f\u6765\u8bf4\uff0c\u8c01\u7684\u6570\u636e\u6210\u672c\u66f4\u4f4e\u3001\u8c01\u66f4\u6709\u57fa\u7840\u6027\uff0c\u8c01\u5c31\u6709\u672a\u6765\u3002<\/p>\n

\n

\u667a\u5ba2ZhiKer\uff1a\u6a21\u578b\u9884\u8bad\u7ec3\u548c\u540e\u8bad\u7ec3\u5206\u522b\u5360\u6bd4\u591a\u5c11\uff1f<\/p>\n<\/blockquote>\n

\u674e\u5f3a\uff1a\u5927\u6982\u4e94\u4e94\u5f00\u3002\u540e\u8bad\u7ec3\u5176\u5b9e\u86ee\u91cd\u8981\u7684\u3002<\/p>\n

Physical AI\u8ddfAgentic AI\u4e0d\u4e00\u6837\u7684\u5730\u65b9\u5728\u4e8e\uff0cAgentic AI\u662f\u901a\u8fc7\u4e92\u8054\u7f51\u6765\u5206\u53d1\u7684\uff0c\u8981\u6c42\u6a21\u578b\u4ec0\u4e48\u90fd\u4f1a\u3001\u4ec0\u4e48\u90fd\u8981\u597d\u3001\u65e0\u6240\u4e0d\u80fd\uff0c\u56e0\u4e3a\u4f60\u4e0d\u77e5\u9053\u7528\u6237\u4f1a\u95ee\u4f60\u4ec0\u4e48\u95ee\u9898\u3001\u8ba9\u4f60\u89e3\u51b3\u4ec0\u4e48\u95ee\u9898\u3002\u800cPhysical AI\u662f\u4e00\u4e2a\u673a\u5668\u4eba\uff0c\u5929\u7136\u53d7\u5730\u57df\u548c\u573a\u6240\u5206\u5272\u3002<\/p>\n

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\n

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\n

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\n

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