{"id":721399,"date":"2026-02-11T15:12:07","date_gmt":"2026-02-11T07:12:07","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=721399"},"modified":"2026-02-11T15:12:07","modified_gmt":"2026-02-11T07:12:07","slug":"%e5%af%b9%e8%af%9d%e9%85%b7%e5%93%87%e7%a7%91%e6%8a%80cto-%e5%bb%96%e6%96%87%e9%be%99%ef%bc%9a%e5%88%a9%e6%b6%a6%e6%8c%87%e6%a0%87%e8%bd%ac%e6%ad%a3%ef%bc%8cai%e6%9c%8d%e5%8a%a1%e6%9c%ba%e5%99%a8","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=721399","title":{"rendered":"\u5bf9\u8bdd\u9177\u54c7\u79d1\u6280CTO \u5ed6\u6587\u9f99\uff1a\u5229\u6da6\u6307\u6807\u8f6c\u6b63\uff0cAI\u670d\u52a1\u673a\u5668\u4eba\u5e02\u573a\u5c06\u5728\u672a\u67653-5\u5e74\u7206\u53d1"},"content":{"rendered":"

\"\u5bf9\u8bdd\u9177\u54c7\u79d1\u6280CTO<\/p>\n

\u8fd1\u65e5\uff0c\u57ce\u5e02\u901a\u7528AI\u673a\u5668\u4eba\u670d\u52a1\u63d0\u4f9b\u5546\u9177\u54c7\u79d1\u6280\u6b63\u5f0f\u5bf9\u5916\u53d1\u5e03Coowa WAM 2.0 (World-Action Model)\u901a\u7528\u4e16\u754c\u6a21\u578b\u5e95\u5ea7\u3002<\/p>\n

“2015\u5e74\uff0c\u516c\u53f8\u6210\u7acb\u65f6\u53eb‘\u9177\u54c7\u673a\u5668\u4eba’\uff0c\u76ee\u6807\u5c31\u662f\u505a\u901a\u7528\u7684AI\u673a\u5668\u4eba\u3002\u65e9\u671f\u4e13\u6ce8\u4e8e\u79fb\u52a8\u673a\u5668\u4eba\uff08\u8f66\uff09\uff0c\u4f46\u53d7\u9650\u4e8e\u5f53\u65f6\u7684\u7b97\u6cd5\u8fd8\u4e0d\u591f\u901a\u7528\u3002”<\/p>\n

\u9177\u54c7\u79d1\u6280CTO \u5ed6\u6587\u9f99\u5bf9\u7b14\u8005\u8868\u793a\uff0cChatGPT<\/a>\u53ca\u7aef\u5230\u7aefAI\u51fa\u73b0\u540e\uff0c\u9177\u54c7\u79d1\u6280\u770b\u5230\u4e86\u521b\u9020\u901a\u7528\u4e14\u6709\u751f\u4ea7\u529b\u4ef7\u503c\u7684\u673a\u5668\u4eba\u7684\u53ef\u80fd\uff0c\u5373\u79fb\u52a8\u548c\u64cd\u4f5c\u80fd\u529b\u90fd\u80fd\u901a\u8fc7\u5927\u6a21\u578b\u89e3\u51b3\u3002<\/p>\n

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\u76f8\u5173\u6570\u636e\u663e\u793a\uff0c2025\u5e74\u667a\u6167\u73af\u536b\u9700\u6c42\u7a81\u783474\u4ebf\u5143\/\u5e74\uff0c\u76f8\u8f832023\u5e74\u63d0\u5347\u4e86\u7ea64\u500d\uff0c\u5343\u4e07\u5143\u4ee5\u4e0a\u667a\u6167\u73af\u536b\u9879\u76ee\u4e2d\u89c4\u6a21\u5316\u4f7f\u7528\u6bd4\u4f8b\uff08\u6263\u9664\u8bd5\u70b9\u8ba2\u5355\uff0c\u5373\u5355\u9879\u76ee\u81f3\u5c11\u670910\u53f0\u8f66\u4ee5\u4e0a\u6295\u5165\u7684\u8ba2\u5355\uff09\u57282025\u5e74\u8fbe\u523030%\u3002\u800c\u9488\u5bf9\u8fd9\u7c7b\u89c4\u6a21\u5316\u8ba2\u5355\u4e2d\uff0c\u9177\u54c7\u79d1\u6280\u5e02\u573a\u5360\u6709\u7387\u7ea680%\uff0c\u4ea4\u4ed8\u80fd\u529b\u5c45\u5e02\u573a\u6700\u9ad8\u6c34\u5e73\u3002<\/p>\n

\u5728\u89c4\u6a21\u5316\u4ea4\u4ed8\u7684\u57fa\u7840\u4e0a\uff0c\u9177\u54c7\u79d1\u6280\u4e5f\u8bd5\u56fe\u4ee5Physical AI\u5168\u6808\u901a\u7528\u5e95\u5ea7\uff0c\u5b9a\u4e49\u57ce\u5e02\u5177\u8eab\u667a\u80fd\u65b0\u8303\u5f0f\u3002<\/p>\n

\u5728\u6838\u5fc3\u7684\u6a21\u578b\u4fa7\uff0c\u9177\u54c7\u79d1\u6280\u6253\u9020\u4e86\u4e00\u5957\u7c7b\u751f\u7269\u795e\u7ecf\u7cfb\u7edf\u7684Coowa Physical AI\u5168\u6808\u5e73\u53f0\u3002\u8be5\u5e73\u53f0\u5212\u5206\u4e3a\u6a21\u578b\u5c42\u3001\u57fa\u7840\u8bbe\u65bd\u5c42\u4e0e\u5e94\u7528\u5c42\uff0c\u4e09\u8005\u534f\u540c\u8fd0\u4f5c\uff0c\u5e2e\u52a9\u8de8\u573a\u666f\u673a\u5668\u4eba\u5b9e\u73b0\u4ece\u611f\u77e5\u4e16\u754c\u5230\u6539\u9020\u4e16\u754c\u7684\u5b8c\u6574\u95ed\u73af\u3002<\/p>\n

\u9488\u5bf9\u57ce\u5e02\u670d\u52a1\u4e2d\u4f4e\u9891\u4f46\u903b\u8f91\u590d\u6742\u7684\u957f\u5c3e\u573a\u666f\uff08\u5982\u7406\u89e3\u4ea4\u8b66\u624b\u52bf\u3001\u5224\u65ad\u5012\u584c\u6811\u6728\u7684\u4f18\u5148\u7ea7\uff09\uff0c\u9177\u54c7\u79d1\u6280\u5f15\u5165\u4e86\u81ea\u7814\u7684UrbanVLM\uff0c\u627f\u62c5\u5b8f\u89c2\u89c4\u5212\u4e0e\u56e0\u679c\u7ea6\u675f\u7684\u804c\u8d23\u3002\u5b83\u4e0d\u76f4\u63a5\u8f93\u51fa\u63a7\u5236\u4fe1\u53f7\uff0c\u800c\u662f\u4e3a\u76f4\u89c9\u7cfb\u7edf\u63d0\u4f9b\u9ad8\u5c42\u7684“\u8bed\u4e49\u56f4\u680f”\u3002<\/p>\n

\u5176\u4e2d\uff0c\u4e91\u7aef\u7684UrbanVLM Large\u6a21\u578b\uff0c\u62e5\u6709320\u4ebf\u53c2\u6570\u7684\u591a\u6a21\u6001\u5927\u8111\uff0c\u8d1f\u8d23\u5168\u5c40\u4efb\u52a1\u7f16\u6392\u3002\u5b83\u80fd\u8bfb\u61c2\u590d\u6742\u7684\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\uff08\u5982“\u4f18\u5148\u6e05\u7406\u5835\u585e\u6392\u6c34\u53e3\u7684\u79ef\u7269\uff0c\u9632\u6b62\u66b4\u96e8\u79ef\u6c34”\uff09\uff0c\u5e76\u5c06\u5176\u62c6\u89e3\u4e3a\u5177\u8eab\u667a\u80fd\u53ef\u6267\u884c\u7684\u539f\u5b50\u4efb\u52a1\u5e8f\u5217\u3002<\/p>\n

\u7aef\u4fa7\u7684UrbanVLM Tiny\u6a21\u578b\uff0c\u5219\u662f\u90e8\u7f72\u5728\u673a\u5668\u4eba\u8fb9\u7f18\u4fa7\u7684\u5c0f\u53c2\u6570\u6a21\u578b\uff0c\u8d1f\u8d23\u767e\u6beb\u79d2\u7ea7\u7684\u8bed\u4e49\u98ce\u9669<\/a>\u8bc6\u522b\u3002\u4f8b\u5982\uff0c\u5b83\u80fd\u901a\u8fc7\u8bed\u4e49\u5206\u6790\u8bc6\u522b\u51fa\u524d\u65b9\u969c\u788d\u7269\u662f\u4e00\u4e2a“\u6b63\u5728\u73a9\u800d\u7684\u513f\u7ae5”\uff0c\u4ece\u800c\u5f3a\u5236\u8986\u76d6\u5e95\u5c42\u7684\u7ed5\u884c\u7b56\u7565<\/a>\uff0c\u89e6\u53d1\u66f4\u5b89\u5168\u7684“\u505c\u8f66\u793c\u8ba9”\u884c\u4e3a\u3002<\/p>\n

\u9488\u5bf9\u9ad8\u9891\u4e14\u6807\u51c6\u5316\u7684\u79fb\u52a8\u4e0e\u4f5c\u4e1a\u4efb\u52a1\uff0cCoowa WAM 2.0 (\u4e16\u754c\u52a8\u4f5c\u6a21\u578b)\u5229\u7528“\u89c6\u9891\u751f\u6210\u9884\u6d4b”\u6280\u672f\uff0c\u5728\u884c\u52a8\u524d\u8fdb\u884c\u53cd\u4e8b\u5b9e\u63a8\u6f14\uff08Counterfactual Reasoning\uff09\uff0c\u9884\u5224\u52a8\u4f5c\u7684\u7269\u7406\u540e\u679c\u3002<\/p>\n

“Coowa WAM 2.0\u662f\u57fa\u4e8e\u5b9e\u8f66\u91c7\u96c6\u7684\u5927\u6570\u636e\u9884\u8bad\u7ec3\u7684\uff0c\u57fa\u4e8e\u6d77\u91cf\u7684\u771f\u5b9e\u6570\u636e\u548c\u5c11\u91cf\u662f\u5b8c\u5168\u5408\u6210\u7684\u6570\u636e\uff08\u5927\u591a\u662f\u57fa\u4e8e\u771f\u5b9e\u6570\u636e\u7684\u589e\u5f3a\u548c\u8fc1\u79fb\uff09\u3002”<\/p>\n

\u5ed6\u6587\u9f99\u8868\u793a\uff0cWAM 2.0\u63d0\u4f9b\u7684\u662f\u901a\u7528\u5316\u7684\u79fb\u52a8\u80fd\u529b\uff0c\u5df2\u7ecf\u843d\u5730\u5230\u4e86\u7269\u4e1a\u670d\u52a1\u7b49\u573a\u666f\u3002\u76f8\u6bd4\u4e8e1.0\uff0cWAM 2.0 \u91c7\u7528\u89c6\u9891\u751f\u6210\u7406\u89e3\u5efa\u6a21\uff0c\u4fe1\u606f\u66f4\u4e30\u5bcc\uff0c\u66f4\u7b26\u5408Scaling Law\u3002\u7ec8\u7aef\u8868\u73b0\u4e0a\uff0c\u673a\u5668\u4eba\u901a\u884c\u80fd\u529b\u63a5\u8fd1\u7269\u7406\u6781\u9650\uff0c\u4eba\u673a\u535a\u5f08\uff08\u5982\u4eba\u7fa4\u7a7f\u68ad\uff09\u66f4\u6d41\u7545\u3001\u66f4\u62df\u4eba\u3002<\/p>\n

\u6bd4\u5982\uff0c\u57fa\u4e8eVLA (Vision-Language-Action)\u67b6\u6784\uff0c\u673a\u5668\u4eba\u7684“\u53cc\u624b”\u5b9e\u73b0\u4e86\u89c6\u89c9\u611f\u77e5\u4e0e\u673a\u68b0\u81c2\u52a8\u4f5c\u7684\u7aef\u5230\u7aef\u5bf9\u9f50\u3002\u901a\u8fc7\u5b66\u4e60\u6570\u767e\u4e07\u5c0f\u65f6\u7684\u73af\u536b\u4e0e\u7269\u4e1a\u4f5c\u4e1a\u771f\u5b9e\u6570\u636e\uff0c\u5b83\u80fd\u81ea\u9002\u5e94\u8c03\u6574\u6e05\u626b\u529b\u5ea6\u548c\u673a\u68b0\u81c2\u8f68\u8ff9\uff0c\u5c06\u8fd0\u52a8\u63a7\u5236\u8bef\u5dee\u6536\u655b\u81f3\u5398\u7c73\u7ea7\u3002<\/p>\n

“\uff08\u901a\u7528AI\u80fd\u529b\u7684\u5efa\u7acb\uff09\uff0c\u5fc5\u987b\u8981\u5728\u771f\u5b9e\u4e16\u754c\u5927\u89c4\u6a21\u6295\u653e\u4ea7\u54c1\uff0c\u50cf\u6eda\u96ea\u7403\u4e00\u6837\u79ef\u7d2f\u6570\u636e\u548c\u4f18\u5316\u7b97\u6cd5\u3002”<\/p>\n

\u5ed6\u6587\u9f99\u79f0\uff0c\u673a\u5668\u4eba\u5e02\u573a\u5c06\u5728\u672a\u67653-5\u5e74\u8fce\u6765\u7206\u53d1\u6027\u589e\u957f\u3002WAM\u901a\u7528\u6a21\u578b\u5e95\u5ea7\u5927\u5e45\u964d\u4f4e\u4e86\u573a\u666f\u9002\u914d\u6210\u672c\uff0c\u63a8\u52a8\u4e86\u673a\u5668\u4eba\u5546\u4e1a\u89c4\u6a21\u7684\u843d\u5730\uff1b\u800c\u5927\u89c4\u6a21\u5546\u4e1a\u8fd0\u8425\u4ea7\u751f\u7684\u6d77\u91cf\u7269\u7406\u4ea4\u4e92\u771f\u503c\u6570\u636e\uff08Physical Interaction Data\uff09\uff0c\u53c8\u53cd\u54fa\u6a21\u578b\u6301\u7eed\u8fdb\u5316\uff0c\u8fdb\u4e00\u6b65\u5de9\u56fa\u4e86\u6280\u672f\u62a4\u57ce\u6cb3\u3002<\/p>\n

\u76ee\u524d\uff0c\u9177\u54c7\u79d1\u6280\u5df2\u5728\u5168\u7403\u8d85\u8fc750\u4e2a\u57ce\u5e02\u548c\u5730\u533a\u3001\u7d2f\u8ba14500\u4e07\u516c\u91cc\u7684\u771f\u5b9e\u8fd0\u8425\u4e2d\uff0c\u6c89\u6dc0\u4e86\u6570\u767e\u4e07\u4e2a\u9ad8\u4ef7\u503c\u957f\u5c3e\u573a\u666f\uff08Corner Case\uff09\u6570\u636e\u70b9\u3002\u6b64\u5916\uff0c\u9177\u54c7\u79d1\u6280\u7684\u8ba2\u5355\u50a8\u5907\u5df2\u8d85\u8fc750\u4ebf\u5143\u3002\uff08\u6587 | \u79d1\u6280\u6f5c\u7ebf\uff0c\u4f5c\u8005 | \u9976\u7fd4\u5b87 \u7f16\u8f91 | \u949f\u6bc5\uff09<\/strong><\/p>\n

(\u6765\u6e90\uff1a\u949b\u5a92\u4f53)<\/p>\n","protected":false},"excerpt":{"rendered":"

\u8fd1\u65e5\uff0c\u57ce\u5e02\u901a\u7528AI\u673a\u5668\u4eba\u670d\u52a1\u63d0\u4f9b\u5546\u9177\u54c7\u79d1\u6280\u6b63\u5f0f\u5bf9\u5916\u53d1\u5e03Coowa WAM 2.0 (World-Action […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[379,88,192],"views":54,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/721399"}],"collection":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=721399"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/721399\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=721399"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=721399"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=721399"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}