{"id":6742,"date":"2026-01-06T11:04:40","date_gmt":"2026-01-06T03:04:40","guid":{"rendered":"https:\/\/nullthought.net\/?p=6742"},"modified":"2026-01-06T11:04:41","modified_gmt":"2026-01-06T03:04:41","slug":"physical-ai-%e5%bc%80%e5%a7%8b%e8%b5%b0%e5%90%91%e5%ae%9e%e7%94%a8","status":"publish","type":"post","link":"https:\/\/nullthought.net\/?p=6742","title":{"rendered":"Physical AI \u5f00\u59cb\u8d70\u5411\u5b9e\u7528"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/www.linkedin.com\/pulse\/15-physical-ai-signals-from-ces-2026-you-should-watch-david-cao-65xoc\/\" target=\"_blank\" rel=\"noreferrer noopener\">Physical AI \u6b63\u4ece\u201c\u70ab\u6280 demo\u201d\u8f6c\u5411\u201c\u53ef\u90e8\u7f72\u7684\u57fa\u7840\u8bbe\u65bd\u201d<\/a><\/strong>\uff0c\u5e76\u5f00\u59cb\u5728\u5bb6\u5ead\u3001\u5de5\u5382\u3001\u7269\u6d41\u3001\u533b\u7597\u3001\u519c\u4e1a\u7b49\u573a\u666f\u51fa\u73b0\u76f8\u5173\u7684\u5b9e\u7528\u4ea7\u54c1\u4e0e\u751f\u6001\u9501\u5b9a\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">1\uff09\u5bb6\u7528\u673a\u5668\u4eba\u6b63\u5728\u8d70\u5411\u201c\u5e73\u53f0\u5316\u201d\uff0c\u4e0d\u518d\u53ea\u662f\u5355\u70b9\u5bb6\u7535<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4fe1\u53f7<\/strong>\uff1aLG \u7684\u53cc\u81c2\u79fb\u52a8\u5bb6\u7528\u673a\u5668\u4eba\uff08CLOiD\uff09\u5f3a\u8c03\u4e0e ThinQ \u5bb6\u5c45\u5e73\u53f0\u8054\u52a8\uff1bSamsung \u5c55\u793a\u201cAI for All\u201d\u5f0f\u7684\u5168\u5c4b\u534f\u540c\uff1bSwitchBot \u7b49\u628a\u673a\u5668\u4eba\u5d4c\u5165\u81ea\u5bb6\u667a\u80fd\u5bb6\u5c45\u751f\u6001\u3002<\/li>\n\n\n\n<li><strong>\u542b\u4e49<\/strong>\uff1a\u7ade\u4e89\u7126\u70b9\u4ece\u201c\u8c01\u80fd\u505a\u4e00\u4e2a\u673a\u5668\u4eba\u201d\u53d8\u4e3a\u201c\u8c01\u80fd\u628a\u673a\u5668\u4eba\u53d8\u6210\u5bb6\u5ead\u91cc\u7684\u4efb\u52a1\u5165\u53e3\u4e0e\u6570\u636e\u5165\u53e3\u201d\uff0c\u5f62\u6210 <strong>robot-as-a-platform<\/strong>\uff08\u4efb\u52a1\u5206\u53d1\u3001\u8bbe\u5907\u8054\u52a8\u3001\u8ba2\u9605\/\u670d\u52a1\u3001\u7b2c\u4e09\u65b9\u6280\u80fd\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">2\uff09\u4eba\u5f62\u673a\u5668\u4eba\u8fdb\u5165\u201ccapex-backed\uff08\u8d44\u672c\u5f00\u652f\u80cc\u4e66\uff09\u201d\u53d9\u4e8b\uff1a\u4ece R&amp;D \u8d70\u5411\u5de5\u5382\u90e8\u7f72<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4fe1\u53f7<\/strong>\uff1aHyundai\/Boston Dynamics \u7684 Atlas 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class=\"wp-block-list\">\n<li><strong>\u4fe1\u53f7<\/strong>\uff1a\u8461\u8404\u56ed\u9632\u707e\u673a\u5668\u4eba\u7cfb\u7edf\uff08\u519c\u4e1a\u5fae\u6c14\u5019\uff09\u3001Doosan \u7684 Scan-&amp;-Go\uff08\u65e0\u9700 CAD \u7684\u5de5\u4e1a\u626b\u63cf\u7ef4\u62a4\uff09\u3001\u5916\u9aa8\u9abc\uff08\u533b\u7597\/\u5eb7\u590d\u57fa\u7840\u8bbe\u65bd\u5316\uff09\u3002<\/li>\n\n\n\n<li><strong>\u542b\u4e49<\/strong>\uff1a\u8fd9\u4e9b\u65b9\u5411\u5f80\u5f80\u66f4\u63a5\u8fd1<strong>\u77ed\u671f\u6536\u5165<\/strong>\uff1a\u4efb\u52a1\u8fb9\u754c\u6e05\u6670\u3001\u4ef7\u503c\u53ef\u91cf\u5316\u3001\u5ba2\u6237\u613f\u610f\u4e3a\u201c\u51cf\u5c11\u4e8b\u6545\/\u63d0\u5347\u6548\u7387\/\u51cf\u8f7b\u4eba\u529b\u201d\u4ed8\u8d39\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">5\uff09\u4ece\u201c\u673a\u5668\u4eba\u672c\u4f53\u201d\u8f6c\u5411\u201c\u5168\u6808\u4f9b\u7ed9\u201d\uff1a\u6a21\u578b\u3001\u4eff\u771f\u3001\u7b97\u529b\u3001\u6570\u636e\u4e0e\u5f00\u53d1\u5de5\u5177\u94fe<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4fe1\u53f7<\/strong>\uff1aVision-Language-Action\uff08VLA\uff09\u7b49\u6a21\u578b\u8303\u5f0f\uff1b\u540c\u65f6 CES \u5b98\u65b9\u4e0e NVIDIA \u7684\u8bae\u7a0b\u4e5f\u5728\u5f3a\u8c03\u201cPhysical AI \u7684\u7cfb\u7edf\u5316\/\u57fa\u7840\u8bbe\u65bd\u5316\u201d\u3002<\/li>\n\n\n\n<li><strong>\u542b\u4e49<\/strong>\uff1a\u771f\u6b63\u7684\u62a4\u57ce\u6cb3\u66f4\u53ef\u80fd\u6765\u81ea <strong>\u8bad\u7ec3\u4e0e\u8bc4\u6d4b\uff08\u4eff\u771f\/\u57fa\u51c6\uff09\u3001\u8fb9\u7f18\u7b97\u529b\u5e73\u53f0\u3001\u5f00\u53d1\u8005\u751f\u6001\u4e0e\u6570\u636e\u98de\u8f6e<\/strong>\uff0c\u800c\u4e0d\u53ea\u662f\u673a\u68b0\u7ed3\u6784\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u7ed3\u5408 CES \u5b98\u65b9\u4fe1\u606f\u4e0e\u5934\u90e8\u5382\u5546\u53d1\u5e03\uff0cCES 2026 \u7684 Physical AI \u8fd8\u5448\u73b0\u51fa\u4e09\u6761\u66f4\u201c\u57fa\u7840\u8bbe\u65bd\u201d\u7684\u4e3b\u7ebf\uff1a<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">\u4e3b\u7ebf A\uff1aNVIDIA \u628a Physical AI \u8bb2\u6210\u201c\u4ece\u6a21\u578b\u5230\u4eff\u771f\u5230\u8fb9\u7f18\u8ba1\u7b97\u201d\u7684\u6807\u51c6\u6808<\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">NVIDIA \u5728 CES \u671f\u95f4\u53d1\u5e03\/\u5f3a\u8c03\u4e86\u9762\u5411 Physical AI \u7684\u5f00\u653e\u6a21\u578b\u4e0e\u673a\u5668\u4eba\u5f00\u53d1\u6846\u67b6\uff08Cosmos\/GR00T\u3001\u4eff\u771f\u8bc4\u6d4b Isaac Lab-Arena\u3001OSMO \u5de5\u4f5c\u6d41\u7b49\uff09\uff0c\u5e76\u628a Jetson\uff08\u542b\u65b0\u6a21\u5757\uff09\u653e\u5728\u201c\u5de5\u4e1a\u8fb9\u7f18\u81ea\u6cbb\u673a\u5668\u201d\u7684\u4f4d\u7f6e\u4e0a\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">\u4e3b\u7ebf B\uff1aQualcomm \u4e5f\u5728\u505a\u201c\u673a\u5668\u4eba\u5168\u6808 + \u5904\u7406\u5668\u8def\u7ebf\u56fe\u201d\uff0c\u5bf9\u6807\u8fb9\u7f18\u673a\u5668\u4eba\u5e73\u53f0<\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">Qualcomm \u5728 CES \u671f\u95f4\u53d1\u5e03\u201c\u4ece\u5bb6\u7528\u5230\u5168\u5c3a\u5bf8\u4eba\u5f62\u201d\u7684\u673a\u5668\u4eba\u6280\u672f\u5957\u4ef6\u4e0e\u5904\u7406\u5668\uff08\u591a\u5bb6\u5a92\u4f53\/\u7a3f\u6e90\u5f15\u7528 Business Wire \u7248\u672c\uff09\uff0c\u5f3a\u8c03\u628a\u786c\u4ef6\u3001\u8f6f\u4ef6\u4e0e AI \u80fd\u529b\u6574\u5408\u4e3a\u53ef\u89c4\u6a21\u5316\u7684\u5f00\u53d1\u4e0e\u90e8\u7f72\u8def\u5f84\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">\u4e3b\u7ebf C\uff1a<a href=\"https:\/\/nullthought.net\/?p=6740\" target=\"_blank\" rel=\"noreferrer noopener\">Hyundai \u00d7 Boston Dynamics \u00d7 Google DeepMind<\/a>\uff1a\u628a\u201c\u66f4\u5f3a\u5927\u8111\u201d\u88c5\u8fdb\u201c\u53ef\u91cf\u4ea7\u8eab\u4f53\u201d<\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\u591a\u5bb6\u62a5\u9053\u6307\u51fa\uff0cBoston Dynamics \u4e0e Google DeepMind \u7684\u5408\u4f5c\u4f1a\u628a\u66f4\u5f3a\u7684\u591a\u6a21\u6001\/\u901a\u7528\u6a21\u578b\u80fd\u529b\u5e26\u5230 Atlas\/Spot \u7b49\u5e73\u53f0\uff0c\u5e76\u4f18\u5148\u843d\u5728\u73b0\u4ee3\u6c7d\u8f66\u5de5\u5382\u7b49\u771f\u5b9e\u573a\u666f\u3002<br>\u8fd9\u5b9e\u9645\u4e0a\u56de\u7b54\u4e86 Physical AI \u6700\u96be\u7684\u95ee\u9898\u4e4b\u4e00\uff1a<strong>\u5982\u4f55\u5728\u771f\u5b9e\u4e16\u754c\u6301\u7eed\u5b66\u4e60\u3001\u6301\u7eed\u5b89\u5168\u3001\u6301\u7eed\u53ef\u7ef4\u62a4<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u628a CES 2026 \u7684 Physical AI \u5f53\u6210\u4ea7\u4e1a\u62d0\u70b9\uff0c\u5efa\u8bae\u7528\u8fd9\u4e9b\u201c\u786c\u6307\u6807\u201d\u6765\u68c0\u9a8c\u771f\u4f2a\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u90e8\u7f72\u91cf\u4e0e\u8282\u62cd<\/strong>\uff1a\u662f\u5426\u51fa\u73b0\u660e\u786e\u7684\u5de5\u5382\/\u56ed\u533a\u90e8\u7f72\u6279\u91cf\u4e0e\u65f6\u95f4\u8868\uff08\u800c\u975e\u6982\u5ff5\u89c6\u9891\uff09\u3002<\/li>\n\n\n\n<li><strong>\u5355\u4f4d\u7ecf\u6d4e\u5b66<\/strong>\uff1a\u5355\u673a\u4ef7\u683c\u3001\u7ef4\u62a4\u6210\u672c\u3001\u5e73\u5747\u6545\u969c\u95f4\u9694\uff08MTBF\uff09\u3001\u7a3c\u52a8\u7387\u3001\u4efb\u52a1\u6210\u529f\u7387\u3001\u56e0\u5b89\u5168\u505c\u673a\u5bfc\u81f4\u7684\u201c\u635f\u5931\u65f6\u95f4\u201d\u3002\uff08\u5f88\u591a\u516c\u53f8\u4f1a\u56de\u907f\u8fd9\u4e9b\uff0c\u56de\u907f\u8d8a\u4e45\u8d8a\u503c\u5f97\u8b66\u60d5\uff09<\/li>\n\n\n\n<li><strong>\u5b89\u5168\u4e0e\u8d23\u4efb\u8fb9\u754c<\/strong>\uff1a\u9884\u6d4b\u5f0f\u5b89\u5168\u3001\u529f\u80fd\u5b89\u5168\u3001\u6570\u636e\u4e0e\u6a21\u578b\u66f4\u65b0\u7684\u5ba1\u8ba1\u673a\u5236\uff1b\u4ee5\u53ca\u4e00\u65e6\u51fa\u4e8b\u8c01\u8d1f\u8d23\u3002<\/li>\n\n\n\n<li><strong>\u5de5\u5177\u94fe\u4e0e\u751f\u6001<\/strong>\uff1a\u662f\u5426\u5f62\u6210\u5f00\u53d1\u8005\u53ef\u590d\u7528\u7684\u6a21\u578b\/\u6570\u636e\/\u4eff\u771f\u57fa\u51c6\u4e0e\u5de5\u4f5c\u6d41\uff0c\u800c\u4e0d\u662f\u201c\u6bcf\u5bb6\u4ece\u96f6\u518d\u9020\u8f6e\u5b50\u201d\u3002<\/li>\n\n\n\n<li><strong>\u5e73\u53f0\u9501\u5b9a\u8def\u5f84<\/strong>\uff1a\u5bb6\u5ead\u4fa7\u770b\u201c\u673a\u5668\u4eba\u662f\u5426\u6210\u4e3a smart home \u7684\u4efb\u52a1\u4e2d\u67a2\u201d\uff1b\u5de5\u4e1a\u4fa7\u770b\u201c\u662f\u5426\u7ed1\u5b9a\u5230\u67d0\u5bb6\u8fb9\u7f18\u8ba1\u7b97\/\u4eff\u771f\/\u8f6f\u4ef6\u6808\u201d\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Physical AI \u6b63\u4ece\u201c\u70ab\u6280 demo\u201d\u8f6c\u5411\u201c\u53ef\u90e8\u7f72\u7684\u57fa\u7840\u8bbe\u65bd\u201d\uff0c\u5e76\u5f00\u59cb\u5728\u5bb6\u5ead\u3001\u5de5\u5382\u3001\u7269\u6d41\u3001\u533b\u7597\u3001\u519c\u4e1a\u7b49 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center 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