{"id":3091,"date":"2026-03-26T15:00:12","date_gmt":"2026-03-26T07:00:12","guid":{"rendered":"https:\/\/1ow.top\/index.php\/2026\/03\/26\/%e5%ae%83%e7%9f%b3%e6%99%ba%e8%88%aa%e7%94%a8%e5%90%89%e5%b0%bc%e6%96%af%e7%ba%aa%e5%bd%95%e4%ba%a4%e5%8d%b7%e7%9c%9f%e5%b9%b2%e6%b4%bb%e7%9a%84%e5%85%b7%e8%ba%ab%e5%a4%a7%e8%84%91\/"},"modified":"2026-03-26T15:00:12","modified_gmt":"2026-03-26T07:00:12","slug":"%e5%ae%83%e7%9f%b3%e6%99%ba%e8%88%aa%e7%94%a8%e5%90%89%e5%b0%bc%e6%96%af%e7%ba%aa%e5%bd%95%e4%ba%a4%e5%8d%b7%e7%9c%9f%e5%b9%b2%e6%b4%bb%e7%9a%84%e5%85%b7%e8%ba%ab%e5%a4%a7%e8%84%91","status":"publish","type":"post","link":"https:\/\/1ow.top\/index.php\/2026\/03\/26\/%e5%ae%83%e7%9f%b3%e6%99%ba%e8%88%aa%e7%94%a8%e5%90%89%e5%b0%bc%e6%96%af%e7%ba%aa%e5%bd%95%e4%ba%a4%e5%8d%b7%e7%9c%9f%e5%b9%b2%e6%b4%bb%e7%9a%84%e5%85%b7%e8%ba%ab%e5%a4%a7%e8%84%91\/","title":{"rendered":"\u5b83\u77f3\u667a\u822a\u7528\u201c\u5409\u5c3c\u65af\u7eaa\u5f55\u201d\u4ea4\u5377\u771f\u5e72\u6d3b\u7684\u5177\u8eab\u5927\u8111\uff0c\u4e01\u6587\u8d85\uff1a\u4ece\u6765\u6ca1\u6709Plan B"},"content":{"rendered":"
\"\u5b83\u77f3\u667a\u822a\u7528\u201c\u5409\u5c3c\u65af\u7eaa\u5f55\u201d\u4ea4\u5377\u771f\u5e72\u6d3b\u7684\u5177\u8eab\u5927\u8111\uff0c\u4e01\u6587\u8d85\uff1a\u4ece\u6765\u6ca1\u6709Plan<\/div><\/figure>\n
\"\u5b83\u77f3\u667a\u822a\u7528\u201c\u5409\u5c3c\u65af\u7eaa\u5f55\u201d\u4ea4\u5377\u771f\u5e72\u6d3b\u7684\u5177\u8eab\u5927\u8111\uff0c\u4e01\u6587\u8d85\uff1a\u4ece\u6765\u6ca1\u6709Plan<\/div><\/figure>\n
\"\u5b83\u77f3\u667a\u822a\u7528\u201c\u5409\u5c3c\u65af\u7eaa\u5f55\u201d\u4ea4\u5377\u771f\u5e72\u6d3b\u7684\u5177\u8eab\u5927\u8111\uff0c\u4e01\u6587\u8d85\uff1a\u4ece\u6765\u6ca1\u6709Plan<\/div><\/figure>\n
\"\u5b83\u77f3\u667a\u822a\u7528\u201c\u5409\u5c3c\u65af\u7eaa\u5f55\u201d\u4ea4\u5377\u771f\u5e72\u6d3b\u7684\u5177\u8eab\u5927\u8111\uff0c\u4e01\u6587\u8d85\uff1a\u4ece\u6765\u6ca1\u6709Plan<\/div><\/figure>\n

Jay \u674e\u6839 \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n

\u5929\u4f7f\u8f6e\u62ff\u4e0b2.42\u4ebf\u7f8e\u5143\u540e\uff0c\u5b83\u77f3\u667a\u822a\u5230\u5e95\u5e72\u5565\u53bb\u4e86\uff1f<\/p>\n

2025\u5e74\u5e74\u521d\uff0c\u8fd9\u5bb6\u516c\u53f8\u662f\u8d44\u672c\u5e02\u573a\u6beb\u65e0\u7591\u95ee\u7684\u5ba0\u513f\u3002\u5929\u4f7f\u8f6e\u878d\u8d44\u989d\u5237\u65b0\u7eaa\u5f55\uff0c\u660e\u661f\u521b\u59cb\u56e2\u961f\uff0c\u8ba9\u5b83\u77f3\u81ea\u521b\u7acb\u4e4b\u521d\uff0c\u4fbf\u4e00\u8dc3\u6210\u4e3a\u5177\u8eab\u667a\u80fd\u8d5b\u9053\u7099\u624b\u53ef\u70ed\u7684\u540d\u5b57\u3002<\/p>\n

\u7136\u800c\u63a5\u4e0b\u6765\u7684\u4e00\u5e74\u91cc\uff0c\u5b83\u77f3\u667a\u822a\u9009\u62e9\u4e86\u4e00\u6761\u622a\u7136\u4e0d\u540c\u7684\u8def\uff1a\u6ca1\u6709\u53c2\u52a0\u5404\u79cd\u884c\u4e1a\u5927\u4f1a\uff0c\u6ca1\u6709\u9891\u7e41\u5bf9\u5916\u53d1\u58f0\uff0c\u6ca1\u6709\u51fa\u73b0\u5728\u6625\u665a\u6216\u5404\u7c7b\u5c55\u793a\u6d3b\u52a8\u4e2d\uff0c\u4e00\u76f4\u8e0f\u5b9e\u5e72\u6d3b\u3002<\/p>\n

\u4e00\u5e74\u540e\uff0c\u8fd9\u5bb6\u4ee5\u6280\u672f\u5de5\u7a0b\u548c\u4ea7\u4e1a\u843d\u5730\u96c6\u7ed3\u7684\u660e\u661f\u56e2\u961f\uff0c\u4ea4\u51fa\u4e86\u7b54\u5377\u2014\u2014<\/p>\n

\u5229\u5203\u51fa\u9798\uff0c\u4e00\u9e23\u60ca\u4eba\u3002<\/p>\n

\u5b83\u77f3A1\u673a\u5668\u4eba\uff0c1\u5c0f\u65f6\u5185\u5b8c\u6210\u4e9a\u6beb\u7c73\u7ea7\u67d4\u6027\u7ebf\u675f\u5b8c\u6574\u88c5\u914d\u4efb\u52a1\u767e\u4f59\u6b21\uff0c\u521b\u4e0b\u5168\u65b0\u5409\u5c3c\u65af\u4e16\u754c\u7eaa\u5f55\u3002<\/p>\n

\u4e00\u7cfb\u5217\u6210\u679c\u8ba9\u5b83\u77f3\u9996\u6b21\u5728\u7ebf\u4e0b\u4eae\u76f8\uff0c\u4fbf\u5438\u5f15\u4e86\u592e\u89c6\u3001\u65b0\u534e\u7f51\u7b49\u5934\u90e8\u5b98\u5a92\u7684\u7ec4\u56e2\u62a5\u9053\u3002<\/p>\n

\u7ebf\u675f\u88c5\u914d\uff0c\u662f\u5730\u72f1\u7ea7\u7684\u5de5\u4e1a\u573a\u666f\u3002<\/p>\n

\u957f\u7a0b\u64cd\u4f5c\u3001\u67d4\u6027\u64cd\u4f5c\u3001\u4e9a\u6beb\u7c73\u7cbe\u5ea6\uff0c\u4e0d\u53ef\u80fd\u4e09\u89d2\u5168\u90e8\u96c6\u9f50\uff0c\u88ab\u55bb\u4e3a\u5de5\u4e1a\u81ea\u52a8\u5316\u754c\u7684\u300c\u54e5\u5fb7\u5df4\u8d6b\u731c\u60f3\u300d\u3002<\/p>\n

\u65f6\u9694\u4e00\u5e74\uff0c\u9ad8\u8c03\u4eae\u76f8\u7684\u5b83\u77f3\uff0c\u76f4\u63a5\u6253\u7206\u4e86\u8fd9\u4e2a\u573a\u666f\uff0c\u5982\u671f\u5151\u73b0\u4e86\u5bf9\u6295\u8d44\u4eba\u7684\u627f\u8bfa\u3002<\/p>\n

\u4ece\u5b83\u77f3\u667a\u822a\u8054\u5408\u521b\u59cb\u4eba\u3001\u9996\u5e2d\u79d1\u5b66\u5bb6\u4e01\u6587\u8d85\u8fd9\u91cc\uff0c\u83b7\u5f97\u4e86\u5173\u4e8e\u8fd9\u5bb6\u516c\u53f8\u66f4\u591a\u7684\u6280\u672f\u8fdb\u5c55\u548c\u80cc\u540e\u7684\u5177\u8eab\u6d1e\u5bdf\u3002<\/p>\n

\u5f53\u5708\u5185\u8fd8\u5728\u4e89\u8bba\u673a\u5668\u4eba\u4f55\u65f6\u80fd\u771f\u6b63\u5e72\u6d3b\u65f6\uff0c\u5b83\u77f3\u667a\u822a\u5df2\u7528\u786c\u6838\u6280\u672f\uff0c\u4ea4\u51fa\u4e86\u7b54\u5377\u3002<\/p>\n

\u4e13\u653b\u5e72\u6d3b\uff0c\u800c\u4e14\u8981\u5e72\u5c31\u5e72\u6700\u96be\u7684\u3002\u8fd9\u662f\u5b83\u77f3\u4ece\u521b\u7acb\u4e4b\u521d\u5c31\u786e\u7acb\u7684\u6280\u672f\u8def\u7ebf\u3002<\/p>\n

\u5b83\u77f3\u4e3aA1\u673a\u5668\u4eba\u9009\u62e9\u7684\u6311\u6218\uff0c\u53eb\u4f5c\u4e9a\u6beb\u7c73\u7ea7\u7ebf\u675f\u88c5\u914d\u4efb\u52a1\u3002<\/p>\n

\u8fd9\u662f\u5177\u8eab\u667a\u80fd\u6700\u51f6\u9669\u7684\u8bd5\u91d1\u77f3\u3002<\/p>\n

\u9996\u5148\u662f\u7cbe\u5ea6\u3002<\/p>\n

\u7ebf\u675f\u7684\u5b54\u4f4d\u6781\u5c0f\uff0c\u5bb9\u9519\u7a7a\u95f4\u51e0\u4e4e\u4e3a\u96f6\u3002<\/p>\n

\u673a\u5668\u7a0d\u6709\u504f\u5dee\uff0c\u63d2\u4e0d\u8fdb\u53bb\uff1b\u529b\u9053\u7a0d\u5927\u4e5f\u4e0d\u884c\uff0c\u4f1a\u635f\u574f\u63d2\u63a5\u5b54\u4f4d\u3002<\/p>\n

\u5176\u6b21\uff0c\u7ebf\u662f\u8f6f\u7684\u3002<\/p>\n

\u8fd9\u548c\u73bb\u7483\u676f\u4e0d\u4e00\u6837\uff0c\u4f60\u4e00\u78b0\uff0c\u7ebf\u4f1a\u53d8\u5f62\u3002<\/p>\n

\u56e0\u6b64\uff0c\u6a21\u578b\u6bcf\u8d70\u4e00\u6b65\uff0c\u9762\u5bf9\u7684\u90fd\u662f\u4e00\u4e2a\u548c\u4e0a\u4e00\u79d2\u622a\u7136\u4e0d\u540c\u7684\u7269\u7406\u4e16\u754c\uff0c\u4f20\u7edf\u9884\u5148\u8bbe\u8ba1\u597d\u8f68\u8ff9\u7684\u6a21\u5f0f\uff0c\u5728\u8fd9\u91cc\u5b8c\u5168\u5931\u7075\u3002<\/p>\n

\u800c\u5c31\u662f\u8fd9\u6837\u96be\u5ea6\u7684\u4efb\u52a1\uff0c\u8fd8\u4e0d\u662f\u63d2\u63a5\u4e00\u6839\u5c31\u80fd\u5b8c\u4e8b\u3002<\/p>\n

\u7ebf\u675f\u5c11\u5219\u5341\u51e0\u6839\uff0c\u591a\u5219\u51e0\u5341\u6839\uff0c\u6bcf\u4e00\u6839\u7684\u63d2\u63a5\u72b6\u6001\u90fd\u4f1a\u5f71\u54cd\u4e0b\u4e00\u6839\u7684\u7a7a\u95f4\u548c\u89d2\u5ea6\u3002<\/p>\n

\u4e01\u6587\u8d85\u628a\u8fd9\u7c7b\u4efb\u52a1\u6982\u62ec\u4e3a\u5177\u8eab\u667a\u80fd\u7684\u4e0d\u53ef\u80fd\u4e09\u89d2\u3002\u4f20\u7edf\u5de5\u4e1a\u81ea\u52a8\u5316\u7cbe\u5ea6\u9ad8\u4f46\u67d4\u6027\u5f31\uff0c\u5177\u8eab\u65b9\u6848\u80fd\u505a\u957f\u7a0b\u4efb\u52a1\u4f46\u7cbe\u5ea6\u5dee\u3002<\/p>\n

\u60f3\u8981\u4e09\u8005\u540c\u65f6\u517c\u987e\uff0c\u96be\u5982\u767b\u5929\u3002<\/p>\n

\u800c\u5982\u4eca\uff0c\u5b83\u77f3\u4e0d\u4ec5\u7ecf\u53d7\u4f4f\u4e86\u8fd9\u4e00\u8003\u9a8c\uff0c\u8fd8\u5c06\u5176\u5f7b\u5e95\u6253\u7a7f\uff0c\u88c5\u914d\u6548\u7387\u521b\u4e0b\u5409\u5c3c\u65af\u4e16\u754c\u7eaa\u5f55\u3002<\/p>\n

\u751a\u81f3\u8fd8\u4fdd\u7559\u4e86\u6781\u9ad8\u7684\u300c\u6d3b\u4eba\u5473\u300d\u3002<\/p>\n

\u5728\u4ed6\u4eec\u53d1\u5e03\u7684\u4e00\u6b21\u7ebf\u675f\u88c5\u914d\u300c\u56fe\u7075\u6d4b\u8bd5\u300d\u4e2d\uff0c\u8d85\u8fc750%\u7684\u6295\u7968\u8005\u90fd\u5206\u4e0d\u6e05\u5230\u5e95\u54ea\u4e2a\u624d\u662f\u673a\u5668\u4eba\uff0c\u8bef\u628a\u9009\u9879A\u8ba4\u4f5c\u771f\u4eba\u3002<\/p>\n

\u65e2\u80fd\u5e72\u6d3b\uff0c\u53c8\u4fdd\u8bc1\u4e86\u52a8\u4f5c\u7684\u4e1d\u6ed1\u7a0b\u5ea6\uff0c\u8fd9\u5c31\u662f\u5b83\u77f3\u6f5c\u5fc3\u94bb\u7814\u4e00\u5e74\u6240\u6253\u9020\u7684\u5177\u8eab\u5927\u8111\u2014\u2014<\/p>\n

AWE 3.0\u3002<\/p>\n

\u8fd9\u4e2a\u540d\u5b57\uff0c\u6709\u4e24\u5904\u503c\u5f97\u7ec6\u7ec6\u7422\u78e8\u3002<\/p>\n

\u7b2c\u4e00\uff0cAWE\uff0c\u5168\u79f0AI World Engine\uff0cAI\u4e16\u754c\u5f15\u64ce\u3002<\/p>\n

\u4e0d\u662fVLA\uff0c\u4e5f\u4e0d\u662f3D\u8d44\u4ea7\u751f\u6210\u6a21\u578b\uff0c\u800c\u662f\u4e00\u4e2a\u771f\u6b63\u610f\u4e49\u4e0a\uff0c\u80fd\u591f\u4f5c\u4e3a\u5177\u8eab\u5927\u8111\u7684\u4e16\u754c\u6a21\u578b\u3002<\/p>\n

\u4f9d\u6258\u8d85\u5341\u4e07\u5c0f\u65f6Human Centric\u6570\u636e\u8bad\u7ec3\u3002<\/p>\n

\u7b2c\u4e8c\uff0c3.0\uff0c\u5bf9\u6807GPT-3\u3002<\/p>\n

\u91c7\u8bbf\u4e2d\uff0c\u4e01\u6587\u8d85\u62ffGPT\u7684\u53d1\u5c55\u8109\u7edc\u6765\u505a\u53c2\u7167\u3002<\/p>\n

GPT-3\u505a\u4e86\u4e24\u4ef6\u4e8b\uff1a\u628a\u804a\u5929\u573a\u666f\u6253\u78e8\u5230\u6781\u81f4\uff0c\u540c\u65f6\u6307\u660e\u4e86\u8fd9\u6761Scaling\u66f2\u7ebf\u7684\u8d70\u5411\u3002GPT-3\u51fa\u73b0\u4e4b\u540e\uff0c\u5df2\u7ecf\u6ca1\u4eba\u518d\u6000\u7591LLM\u8fd9\u6761\u8def\u3002\u53ea\u4e0d\u8fc7GPT-3.5\u628a\u5b83\u5f7b\u5e95\u5f15\u7206\u4e86\u3002<\/p>\n

AWE 3.0\u60f3\u505a\u7684\uff0c\u662f\u540c\u4e00\u4e2a\u903b\u8f91\u3002<\/p>\n

\u7528\u7ebf\u675f\u88c5\u914d\u5bf9\u6807\u804a\u5929\u573a\u666f\uff0c\u628a\u5b83\u6253\u7206\uff0c\u540c\u65f6\u9a8c\u8bc1\u6a21\u578b\u5728\u5176\u4ed6\u5e72\u6d3b\u4efb\u52a1\u4e2d\u7684\u6cdb\u5316\u80fd\u529b\u3002<\/p>\n

\u4e01\u6587\u8d85\u5766\u8a00\uff0c\u505a\u4e4b\u524d\u5c31\u6e05\u695a\u8fd9\u662f\u5757\u786c\u9aa8\u5934\uff0c\u4f46\u771f\u6b63\u4e0a\u624b\u624d\u53d1\u73b0\uff0c\u8fd8\u662f\u4f4e\u4f30\u4e86\u96be\u5ea6\u3002\u7528\u4f20\u7edf\u65b9\u6cd5\uff0c\u51e0\u4e4e\u4e0d\u53ef\u80fd\u5b8c\u6210\u3002<\/p>\n

\u4f46\u4e5f\u6b63\u662f\u8fd9\u5ea7\u73e0\u7a46\u6717\u739b\u5cf0\u822c\u7684\u91cc\u7a0b\u7891\uff0c\u50ac\u751f\u51fa\u7a81\u7834\uff0c\u6700\u7ec8\u6c47\u805a\u6210AWE 3.0\u3002<\/p>\n

\u8fd9\u4e2a\u4e16\u754c\u6a21\u578b\u6700\u6838\u5fc3\u7684\u7279\u70b9\uff0c\u53eb\u9690\u7a7a\u95f4\u3002<\/p>\n

\u5173\u952e\u5728\u4e8e\u300c\u9690\u300d\u8fd9\u4e2a\u5b57\u3002\u8fd9\u662f\u4e00\u4e2a\u7ecf\u8fc7\u538b\u7f29\u548c\u62bd\u8c61\u7684\u4e2d\u95f4\u4e16\u754c\uff0c\u8089\u773c\u65e0\u6cd5\u76f4\u63a5\u770b\u5230\uff0c\u5bf9\u4e8e\u5177\u8eab\u667a\u80fd\u6765\u8bf4\u5374\u662f\u66f4\u672c\u8d28\u7684\u5b66\u4e60\u73af\u5883\u3002<\/p>\n

\u9762\u5bf9\u67d4\u6027\u64cd\u4f5c\u4e2d\u5c42\u51fa\u4e0d\u7a77\u7684\u7a81\u53d1\u72b6\u51b5\uff0c\u6a21\u578b\u4e0d\u518d\u7b80\u5355\u6a21\u4eff\u52a8\u4f5c\u8f68\u8ff9\uff0c\u800c\u662f\u5728\u9690\u7a7a\u95f4\u91cc\u6301\u7eed\u63a8\u6f14\u672a\u6765\u7684\u591a\u79cd\u53ef\u80fd\uff0c\u518d\u636e\u6b64\u505a\u51fa\u51b3\u7b56\u3002<\/p>\n

\u8fd9\u548cGPT-o1\u6709\u51e0\u5206\u76f8\u4f3c\uff1a\u5728\u6b63\u5f0f\u8f93\u51fa\u7b54\u6848\u4e4b\u524d\uff0c\u5148\u5728\u601d\u7ef4\u94fe\u91cc\u63a8\u7406\u4e00\u904d\u3002<\/p>\n

\u4e01\u6587\u8d85\u628a\u8fd9\u4e2a\u8fc7\u7a0b\u53eb\u4f5c\u300c\u672a\u52a8\u5148\u60f3\u300d\u3002<\/p>\n

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\u5f53\u63d2\u63a5\u529b\u5ea6\u6216\u89d2\u5ea6\u51fa\u73b0\u5f02\u5e38\uff0c\u673a\u5668\u4eba\u4f1a\u628a\u7ebf\u62d4\u51fa\u6765\uff0c\u6362\u4e2a\u89d2\u5ea6\u518d\u8bd5\u4e00\u6b21\u3002<\/p>\n

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\u4f46\u4eba\u80fd\u5b8c\u6210\u8fd9\u4e2a\u4efb\u52a1\u3002<\/p>\n

\u867d\u7136\u4e0d\u80fd\u767e\u5206\u767e\u96f6\u504f\u5dee\uff0c\u4f46\u4eba\u7684\u7ea0\u9519\u80fd\u529b\u6781\u5f3a\uff0c\u53ef\u4ee5\u5728\u64cd\u4f5c\u4e2d\u611f\u53d7\u963b\u529b\uff0c\u5e76\u636e\u6b64\u8fc5\u901f\u8c03\u6574\u89d2\u5ea6\u548c\u529b\u5ea6\u3002<\/p>\n

\u4ece\u7b2c\u4e00\u6027\u539f\u7406\u51fa\u53d1\uff0c\u4e01\u6587\u8d85\u6307\u51fa\uff0c\u60f3\u8981\u4e60\u5f97\u8fd9\u79cd\u5c40\u90e8\u5fae\u8c03\u7684\u80fd\u529b\uff0c\u552f\u4e00\u65b9\u5f0f\uff0c\u5c31\u662f\u4ece\u771f\u4eba\u8eab\u4e0a\u91c7\u96c6\u6570\u636e\u3002<\/p>\n

\u8fd9\u4e5f\u662f\u4ed6\u5728\u53bb\u5e74\u91c7\u8bbf\u4e2d\u53cd\u590d\u5f3a\u8c03\u7684Human Centric\u3002<\/p>\n

\u4e00\u5e74\u8fc7\u53bb\uff0c\u8fd9\u4e00\u7406\u5ff5\u6ca1\u6709\u53d1\u751f\u53d8\u5316\uff0c\u5e76\u4e14\u5df2\u7ecf\u6210\u529f\u843d\u5730\u3002<\/p>\n

\u8fd9\u5c31\u662f\u5b83\u77f3\u4eca\u5e74\u7684\u7b2c\u4e8c\u9879\u6210\u679c\uff0cSenseHub\u6570\u91c7\u5957\u4ef6\u3002<\/p>\n

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\u4e0e\u6b64\u540c\u65f6\uff0c\u5b83\u77f3\u53d1\u8d77\u5177\u8eab\u6570\u636e\u661f\u706b\u8ba1\u5212\uff0c\u9080\u8bf7\u751f\u6001\u4f19\u4f34\u52a0\u5165\uff0c\u57fa\u4e8eHuman Centric\u63a8\u8fdb\u5177\u8eab\u6570\u636e\u6807\u51c6\u5efa\u8bbe\u3001\u5171\u5efaHuman Centric\u6570\u636e\u96c6\uff0c\u6784\u5efa\u4ea7\u4e1a\u7ea7\u6570\u636e\u5171\u4eab\u751f\u6001\u3002\u8be5\u8ba1\u5212\u521d\u671f\u5c06\u6c47\u805a\u8d85\u8fc71000\u4e07\u5c0f\u65f6\u7684\u6807\u51c6\u5316\u4f18\u8d28\u6570\u636e\uff0c\u76ee\u6807\u63a8\u52a8\u5b9e\u73b01\u4ebf\u5c0f\u65f6\u7ea7\u522b\u7684\u6570\u636e\u5171\u4eab\u3002<\/p>\n

2026\u5e74\uff0cHuman Centric\u6b63\u5728\u4ece\u5b83\u77f3\u7387\u5148\u9a8c\u8bc1\u7684\u6280\u672f\u8def\u7ebf\uff0c\u5feb\u901f\u6f14\u53d8\u4e3a\u6574\u4e2a\u884c\u4e1a\u7684\u5171\u8bc6\u3002<\/p>\n

\u5177\u8eab\u667a\u80fd\u7684\u6570\u636eScaling\uff0c\u8fd9\u624d\u521a\u521a\u62c9\u5f00\u5e37\u5e55\u3002<\/p>\n

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\u672c\u4ee5\u4e3a\u5927\u5bb6\u8f6c\u5f2f\u8fd8\u9700\u8981\u65f6\u95f4\u3002\u6ca1\u60f3\u52302026\u5e74\uff0c\u5df2\u7ecf\u5feb\u6210\u4e3a\u4ee5\u4eba\u4e3a\u4e2d\u5fc3\u7684\u6570\u636e\u91c7\u96c6\u5143\u5e74\u4e86\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u4e24\u8005\u90fd\u6709\uff0c\u4f46\u5012\u903c\u7684\u6210\u5206\u5f88\u5927\u3002<\/p>\n

\u7ebf\u675f\u63d2\u63a5\u573a\u666f\u672c\u8eab\u5c31\u9700\u8981\u8fbe\u5230\u4e9a\u6beb\u7c73\u7ea7\u7cbe\u5ea6\uff0c\u903c\u7740\u6211\u4eec\u53bb\u60f3\u600e\u4e48\u8ba9\u7f51\u7edc\u52a8\u4f5c\u66f4\u8fde\u7eed\u3001\u66f4\u4e1d\u6ed1\uff0c\u600e\u4e48\u5b9e\u73b0failure recovery\uff0c\u63d2\u9519\u4e86\u4e5f\u80fd\u5c40\u90e8\u5fae\u8c03\u91cd\u8bd5\u3002<\/p>\n

\u8fd9\u4e9b\u80fd\u529b\uff0c\u5982\u679c\u6211\u4eec\u4e00\u5f00\u59cb\u9009\u7684\u662f\u53e0\u6bdb\u5dfe\uff0c\u53ef\u80fd\u6c38\u8fdc\u4e0d\u4f1a\u88ab\u903c\u51fa\u6765\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u771f\u6b63\u7684\u6cdb\u5316\uff0c\u4e0d\u53ea\u662f\u6a21\u578b\u672c\u8eab\u7684\u6cdb\u5316\uff0c\u6570\u636e\u548c\u6a21\u578b\u7684\u8986\u76d6\u8303\u56f4\u4e5f\u8981\u6cdb\u5316\u3002<\/p>\n

\u5bf9\u5916\u805a\u7126\u7ebf\u675f\uff0c\u662f\u56e0\u4e3a\u6211\u4eec\u60f3\u5148\u628a\u8fd9\u4e2a\u573a\u666f\u5f7b\u5e95\u6253\u7a7f\u3002\u4f46\u5176\u5b9e\u4ece\u7b2c\u4e00\u5929\u8d77\uff0c\u6211\u4eec\u5c31\u540c\u6b65\u5728\u5de5\u5382\u3001\u7269\u6d41\u3001\u4ed3\u50a8\u3001\u6d17\u8863\u623f\u3001\u9152\u5e97\u7b49\u591a\u4e2a\u573a\u666f\u91c7\u96c6\u6570\u636e\uff0c\u5168\u90e8\u7528\u4e8e\u8bad\u7ec3\u3002<\/p>\n

\u90a3\u65f6\u5f88\u591a\u6295\u8d44\u4eba\u8fd8\u6709\u6240\u4fdd\u7559\uff0c\u89c9\u5f97\u628a\u4e00\u4e2a\u573a\u666f\u505a\u6df1\u3001\u5b8c\u6210\u5546\u4e1a\u5316\u5c31\u591f\u4e86\u3002\u4f46\u6211\u4eec\u7684\u5224\u65ad\u662f\uff1a\u65b9\u6cd5\u8bba\u5c42\u9762\u7684\u8fc7\u62df\u5408\u624d\u662f\u6700\u81f4\u547d\u7684\uff0c\u6a21\u578b\u7684\u8fc7\u62df\u5408\u53cd\u800c\u76f8\u5bf9\u5bb9\u6613\u6d88\u89e3\u3002<\/p>\n

\u73b0\u5728\u6211\u4eec\u5185\u90e8\u5df2\u7ecf\u6709N\u4e2a\u53ef\u843d\u5730\u573a\u666f\u5728\u5e76\u53d1\u63a8\u8fdb\uff0c\u8282\u594f\u6bd4\u6211\u81ea\u5df1\u9884\u671f\u7684\u8fd8\u8981\u5feb\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u53bb\u5e74\u804a\u8fd9\u4e2a\u8bcd\u7684\u65f6\u5019\uff0c\u5927\u5bb6\u8fd8\u5b9a\u4e49\u4e0d\u6e05\u695a\u3002\u73b0\u5728\u6211\u53ef\u4ee5\u7ed9\u4e00\u4e2a\u66f4\u5177\u4f53\u7684\u63cf\u8ff0\uff1a\u51c6Zero-shot\u65f6\u4ee3\u3002<\/p>\n

\u4e0d\u662f\u8bf4\u63a8\u5230\u4e00\u4e2a\u65b0\u573a\u666f\u5b8c\u5168\u96f6\u57fa\u7840\u5c31\u80fd\u4e0a\uff0c\u800c\u662f\u4f60\u5df2\u6709\u7684\u6838\u5fc3skills\uff0c\u5728\u65b0\u573a\u666f\u91cc\u57fa\u672c\u90fd\u80fd\u8fc1\u79fb\u3001\u90fd\u80fd\u7528\u3002<\/p>\n

\u5bf9\u6807\u8bed\u8a00\u6a21\u578b\uff0c\u5927\u6982\u76f8\u5f53\u4e8eGPT-3\u7684\u6c34\u5e73\uff1b\u5982\u679c\u67d0\u4e9b\u4efb\u52a1\u5f7b\u5e95\u6253\u7a7f\uff0c\u53ef\u80fd\u5c31\u5230GPT-3.5\u4e86\u3002<\/p>\n

\u8fd9\u4e2a\u65f6\u95f4\u70b9\u6bd4\u5927\u5bb6\u9884\u60f3\u7684\u65e9\uff0c\u8bf4\u5b9e\u8bdd\uff0c\u4e5f\u6bd4\u6211\u81ea\u5df1\u7684\u9884\u671f\u5feb\u3002\u6211\u4eec\u89c4\u5212\u7684\u6a21\u578b\u8282\u594f\u662f2.0\u30013.0\u30013.5\u30014.0\uff0c\u4f46\u6211\u73b0\u5728\u5224\u65ad3.5\u52304.0\u8fd9\u6bb5\u8fd8\u4f1a\u8fdb\u4e00\u6b65\u52a0\u901f\u3002<\/p>\n

\u4e24\u4e2a\u8d8b\u52bf\u5df2\u7ecf\u8089\u773c\u53ef\u89c1\uff1a\u4e00\u662f\u6cdb\u5316\u6570\u636e\u7684\u6301\u7eed\u79ef\u7d2f\uff0c\u4e8c\u662f\u6709\u9650\u6570\u636e\u4e0b\u6a21\u578b\u80fd\u529b\u7684\u5feb\u901f\u63d0\u5347\u3002<\/p>\n

\u4e00\u65e6\u51c6Zero-shot\u6210\u7acb\uff0c\u673a\u5668\u4eba\u5c31\u4e0d\u53ea\u80fd\u8fdb\u5de5\u5382\u3001\u505a\u4e00\u4e2a\u5de5\u5e8f\uff0c\u800c\u662f\u53ef\u80fd\u540c\u65f6\u8986\u76d6\u591a\u4e2a\u5de5\u5e8f\u3002C\u7aef\u673a\u4f1a\u4e5f\u4f1a\u66f4\u65e9\u6d8c\u73b0\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a1.0\u662f\u5185\u90e8\u7248\u672c\u30022.0\u6211\u4eec\u6709\u70b9\u53c2\u8003GPT-2\u7684\u610f\u5473\u3002<\/p>\n

GPT-2\u4ee3\u8868\u65e9\u671fScaling Law\u6210\u7acb\uff0c\u5e76\u4e14\u5728\u4e00\u4e9b\u4efb\u52a1\u4e0a\u5df2\u7ecf\u80fd\u76d6\u8fc7Bert\u8fd9\u7c7b\u5c0f\u6a21\u578b\u3002\u5bf9\u6211\u4eec\u6765\u8bf4\uff0c2.0\u610f\u5473\u7740\u6211\u4eec\u771f\u6b63\u5b8c\u6210\u4e86\u8de8\u672c\u4f53\u90e8\u7f72\uff0c\u4eceHuman Centric\u6570\u636e\u5230\u6a21\u578b\u8bad\u7ec3\uff0c\u518d\u5230\u673a\u5668\u4eba\u4e0a\u7684\u90e8\u7f72\uff0c\u8fd9\u6761\u94fe\u8def\u8dd1\u901a\u4e86\u3002<\/p>\n

3.0\u5219\u4e0d\u4ec5\u80fd\u591f\u770b\u5230\u7ebf\u675f\u573a\u666f\u6253\u7a7f\uff0c\u8fd8\u770b\u5230\u4e86\u5176\u4ed6\u82e5\u5e72\u573a\u666f\u7684\u6d8c\u73b0\uff1b3.5\u662f\u6211\u4eec\u5728\u5176\u4e2d\u51e0\u4e2a\u573a\u666f\u5f7b\u5e95\u6253\u7206\u3002<\/p>\n

4.0\u5c31\u662f\u53bb\u5e74\u8ddf\u5927\u5bb6\u8bb2\u7684\u4e16\u754c\u5f15\u64ce\u3002\u4e3a\u4ec0\u4e48\u8981\u540c\u65f6\u9884\u6d4b\u73af\u5883\u548c\u52a8\u4f5c\uff1f\u6700\u7ec8\u662f\u4e3a\u4e86\u670d\u52a1\u5f3a\u5316\u5b66\u4e60\u3002\u6a21\u578b\u5145\u5f53\u81ea\u5df1\u7684\u4eff\u771f\u5668\uff0c\u81ea\u5df1\u9884\u6d4b\u73af\u5883\u3001\u9884\u6d4b\u52a8\u4f5c\uff0c\u505a\u957f\u7a0b\u601d\u8003\u3001\u9ad8\u5e76\u53d1\u591a\u573a\u666f\u5e76\u53d1\u63a8\u6f14\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1aGPT-3\u51fa\u6765\u4e4b\u540e\uff0c\u5df2\u7ecf\u6ca1\u6709\u4eba\u6000\u7591\u8fd9\u6761\u8def\u80fd\u4e0d\u80fd\u8d70\u901a\uff0c\u53ea\u662f3.5\u624d\u628a\u5b83\u5f7b\u5e95\u5f15\u7206\u5230\u7ec8\u7aef\u7528\u6237\u3002<\/p>\n

\u6211\u4eec\u73b0\u5728\u4e5f\u5904\u4e8e\u7c7b\u4f3c\u7684\u4f4d\u7f6e\u3002AWE 3.0\u51fa\u6765\uff0c\u52a0\u4e0a\u63a5\u4e0b\u6765\u4f1a\u53d1\u5e03\u7684\u6cdb\u5316\u4efb\u52a1\uff0c\u5927\u5bb6\u5e94\u8be5\u4e0d\u518d\u6000\u7591\u5177\u8eab\u8fd8\u4f1a\u6709Scaling\u7684\u74f6\u9888\uff0c\u4e0d\u518d\u6000\u7591\u6cdb\u5316\u80fd\u4e0d\u80fd\u5b9e\u73b0\u3002<\/p>\n

GPT-3\u6700\u5927\u7684\u8d21\u732e\uff0c\u5c31\u662f\u628a\u8fd9\u6761Scaling\u66f2\u7ebf\u7684\u65b9\u5411\u6307\u660e\u4e86\u3002\u6625\u6c5f\u6c34\u6696\u9e2d\u5148\u77e5\uff0c\u771f\u6b63\u5173\u6ce8GPT-3\u7684\u4eba\uff0c\u90a3\u65f6\u5019\u5c31\u5df2\u7ecf\u5f00\u59cb\u6295\u8eab\u5927\u6a21\u578b\u521b\u4e1a\u3002<\/p>\n

\u5177\u8eab\u73b0\u5728\u4e5f\u5230\u4e86\u8fd9\u4e2a\u65f6\u523b\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u5177\u8eab\u7684benchmark\u73b0\u5728\u8bf4\u5b9e\u8bdd\u6bd4\u8f83\u6df7\u4e71\uff0c\u975e\u5e38\u50cf\u65e9\u671f\u7684\u81ea\u52a8\u9a7e\u9a76\u3002<\/p>\n

\u5404\u5bb6\u90fd\u8bf4\u81ea\u5df1\u6700\u725b\uff0c\u5b66\u672f\u699c\u5355\u6301\u7eed\u5b58\u5728\uff0c\u516b\u4ed9\u8fc7\u6d77\u5404\u663e\u795e\u901a\uff0c\u6bcf\u5bb6\u90fd\u66fe\u7ecf\u62ff\u8fc7\u67d0\u4e2a\u699c\u5355\u7684\u7b2c\u4e00\u3002\u4f46\u540e\u6765\u5927\u5bb6\u53d1\u73b0\uff0c\u699c\u5355\u7684\u7b2c\u4e00\u7b2c\u4e8c\u6839\u672c\u6ca1\u610f\u4e49\u3002<\/p>\n

\u5177\u8eab\u73b0\u5728\u6b63\u5904\u4e8e\u4ece\u7b2c\u4e00\u9636\u6bb5\u8fc8\u5411\u7b2c\u4e8c\u9636\u6bb5\u7684\u8282\u70b9\u3002\u7b2c\u4e00\u9636\u6bb5\u5c31\u662f\u73b0\u5728\uff0c\u5927\u5bb6\u5728\u5439\u5404\u79cdbenchmark\uff0c\u4f46\u4f60\u4ed4\u7ec6\u6df1\u6316\u8bc4\u6d4b\u6307\u6807\u548c\u8bc4\u6d4b\u73af\u5883\uff0c\u4f1a\u53d1\u73b0\u504f\u5dee\u975e\u5e38\u4e25\u91cd\u3002<\/p>\n

\u6211\u4eec\u5185\u90e8\u6709\u81ea\u5df1\u7684benchmark\u4f53\u7cfb\uff0c\u7528in-house\u6570\u636e\u96c6\u548c\u516c\u5f00\u6570\u636e\u96c6\uff0c\u8ddf\u4e1a\u754c\u5404\u4e2aSOTA\u6a21\u578b\u5bf9\u6bd4\uff0c\u5305\u62ec\u95ed\u73af\u5b9e\u9a8c\u3002<\/p>\n

\u4ece\u6211\u4eec\u5185\u90e8\u7684\u6a2a\u5411\u6bd4\u8f83\u770b\uff0c\u73b0\u5728\u80fd\u516c\u5f00\u63a5\u89e6\u7684\u6a21\u578b\uff0c\u8ddd\u79bb\u771f\u6b63\u80fd\u5e72\u6d3b\u7684\u901a\u7528\u6a21\u578b\u8fd8\u6709\u975e\u5e38\u8fdc\u7684\u8ddd\u79bb\u3002<\/p>\n

\u968f\u7740\u5177\u8eab\u4ece\u5782\u76f4\u573a\u666f\u8d70\u5411\u591a\u573a\u666f\u3001\u8d70\u5411\u66f4C\u7aef\uff0c\u6a2a\u8bc4\u65f6\u4ee3\u5f88\u5feb\u5c31\u4f1a\u6765\u4e34\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1aScaling Law\u8981\u62c6\u6210\u4e09\u4e2a\u9636\u6bb5\uff1a\u6570\u636eScaling\u3001\u53c2\u6570Scaling\uff0c\u4ee5\u53ca\u63a8\u7406Scaling\u3002<\/p>\n

\u5bf9\u5177\u8eab\u6765\u8bf4\uff0c\u6570\u636eScaling Law\u7684\u7ea2\u5229\u8fdc\u8fdc\u8fd8\u6ca1\u5403\u5b8c\u3002<\/p>\n

\u73b0\u5728\u5927\u5bb6\u89c9\u5f97\u5177\u8eab\u6a21\u578b\u7684\u65b9\u5dee\u6bd4\u8f83\u5927\uff0c\u5c0f\u6a21\u578b\u6709\u65f6\u5019\u53cd\u800c\u597d\uff0c\u5927\u6a21\u578b\u53cd\u800c\u5dee\uff0c\u6839\u672c\u539f\u56e0\u662f\u7b2c\u4e00\u6ce2\u7ea2\u5229\u6ca1\u5403\u5b8c\u3002<\/p>\n

\u6570\u636eScaling\u6ca1\u505a\u624e\u5b9e\u7684\u65f6\u5019\uff0c\u6a21\u578bScaling\u5c31\u5904\u4e8e\u4e00\u79cd\u4e0d\u7a33\u56fa\u7684\u72b6\u6001\uff0c\u5f88\u5bb9\u6613\u6389\u8fdb\u5c40\u90e8\u6700\u4f18\uff0c\u5bfc\u81f4\u5404\u79cdnoise\u548c\u65b9\u5dee\u3002<\/p>\n

\u4f46\u53ea\u8981\u628a\u6570\u636eScaling\u505a\u5f97\u8db3\u591f\u624e\u5b9e\uff0c\u5927\u6a21\u578b\u80fd\u529b\u5f3a\u4e8e\u5c0f\u6a21\u578b\uff0c\u8fd9\u662f\u6beb\u65e0\u7591\u95ee\u7684\u3002<\/p>\n

\u5982\u679c2026\u30012027\u5e74\u5927\u5bb6\u89e3\u51b3\u4e86\u6570\u636eScaling Law\u7684\u95ee\u9898\uff0c\u5927\u5bb6\u4e00\u5b9a\u4f1a\u60f3\u65b9\u8bbe\u6cd5\u6269\u5f20\u6a21\u578b\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u6700\u5927\u7684\u95ee\u9898\u662f\u91cf\u7ea7\u3002<\/p>\n

\u9065\u64cd\u4f5c\u6709\u4e00\u4e2a\u81f4\u547d\u95ee\u9898\uff1a\u5b83\u4e0d\u4f1a\u6fc0\u52b1\u4f60\u53bb\u89e3\u51b3\u8de8\u672c\u4f53\u7684\u95ee\u9898\u3002\u786c\u4ef6\u4e00\u5347\u7ea7\uff0c\u4e4b\u524d\u7684\u9065\u64cd\u4f5c\u6570\u636e\u4e0d\u80fd\u590d\u7528\u3002\u6240\u4ee5\u60f3\u9760\u9065\u64cd\u8fbe\u5230\u5343\u4e07\u5c0f\u65f6\u7ea7\u522b\uff0c\u6839\u672c\u4e0d\u53ef\u80fd\u3002<\/p>\n

\u771f\u6b63\u7684\u94a5\u5319\uff0c\u662fHuman Centric\u3002<\/p>\n

\u6211\u4eec\u5185\u90e8\u7684\u6570\u636e\u91cf\u786e\u5b9e\u6da8\u5f97\u5f88\u5feb\uff0c\u6211\u4eec\u4e5f\u53d1\u8d77\u4e86\u661f\u706b\u8054\u76df\u6570\u636e\u751f\u6001\u8ba1\u5212\uff0c\u8ba9\u66f4\u591a\u4eba\u53c2\u4e0e\u8fdb\u6765\u4e00\u8d77\u8fed\u4ee3\u3002<\/p>\n

\u73b0\u5728\u6211\u4eec\u5728\u51b2\u523a\u7684\u76ee\u6807\u5c31\u662f\u5343\u4e07\u5c0f\u65f6\u7ea7\u522b\uff0c\u6211\u4eec\u60f3\u8981\u7684\u6536\u76ca\uff0c\u5c31\u662f\u628a\u6a21\u578b\u63a8\u5230\u4e00\u4e2a\u65b0\u4efb\u52a1\u3001\u65b0\u5730\u65b9\uff0c\u80fd\u4ee5\u51c6\u4e13\u4e1a\u7684\u72b6\u6001\u628a\u4efb\u52a1\u57fa\u672c\u5b8c\u6210\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u662f\u7684\uff0c\u6211\u975e\u5e38\u6709\u4fe1\u5fc3\u8868\u8fbe\u8fd9\u4e2a\u89c2\u70b9\u3002<\/p>\n

\u4eca\u5929\u6211\u53ef\u4ee5\u76f4\u63a5\u544a\u8bc9\u5927\u5bb6\uff1a\u771f\u5b9e\u573a\u666f\u91cc\u65e0\u5904\u4e0d\u5728\u7684Human Centric\u6570\u636e\uff0c\u4e00\u5b9a\u4f1a\u5e26\u6765\u7b2c\u4e00\u6ce2\u5de8\u5927\u7684\u6570\u636e\u7ea2\u5229\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u7b2c\u4e00\uff0c\u6a21\u578bsize\u548c\u6570\u636e\u91cf\u4e4b\u95f4\u6709\u4e00\u4e2a\u5bf9\u5e94\u5173\u7cfb\u300230B\u80fd\u5438\u6536\u63a5\u8fd1\u767e\u4e07\u5c0f\u65f6\uff0c100B\u4ee5\u4e0a\u624d\u80fd\u5438\u6536\u5343\u4e07\u5c0f\u65f6\u7ea7\u522b\u3002<\/p>\n

\u6570\u636e\u8282\u594f\u3001\u6a21\u578b\u8282\u594f\uff0c\u4e24\u8005\u5fc5\u987b\u9f50\u5934\u5e76\u8fdb\u3002<\/p>\n

\u7b2c\u4e8c\uff0c\u8fd9\u4e2a\u6a21\u578b\u5e94\u8be5\u662f\u76ee\u524d\u5e02\u9762\u4e0a\u63a8\u7406\u901f\u5ea6\u6700\u5feb\u7684\u540c\u89c4\u6a21\u6a21\u578b\uff0c\u901a\u8fc7\u9690\u7a7a\u95f4\u5185\u5f02\u6b65\u52a8\u4f5c\u8f93\u51fa\u7684\u65b9\u5f0f\uff0c\u8f93\u51fa\u6548\u7387\u53ef\u4ee5\u505a\u5230\u5341\u500d\u4ee5\u4e0a\u3002<\/p>\n

\u8fd9\u4e00\u70b9\u975e\u5e38\u53cd\u5e38\u8bc6\u3002\u5927\u5bb6\u4ee5\u524d\u89c9\u5f97\u8981\u5b9e\u73b0\u4e1d\u6ed1\u8fd0\u884c\uff0c\u5fc5\u987b\u9760\u5927\u5c0f\u8111\u53cc\u7cfb\u7edf\uff0c\u5927\u8111\u4f4e\u9891\u63a8\u7406\uff0c\u5c0f\u8111\u9ad8\u9891\u6267\u884c\uff0c\u4e24\u8005\u5272\u88c2\u914d\u5408\u3002<\/p>\n

\u4f46\u6211\u4eec\u662f\u4e00\u4e2a\u6a21\u578b\uff0c\u6865\u6881\u662f\u9690\u7a7a\u95f4\u91cc\u7684\u9690\u53d8\u91cf\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u5b8c\u5168\u662f\u5b9e\u8df5\u4e2d\u7684\u8ba4\u77e5\u3002<\/p>\n

\u6700\u521d\u6211\u4eec\u53ea\u662f\u60f3\u5230\u6a21\u578b\u8981\u540c\u65f6\u9884\u6d4b\u73af\u5883\u548c\u52a8\u4f5c\uff0c\u4f46\u7ebf\u675f\u4efb\u52a1\u5bf9\u4e1d\u6ed1\u5ea6\u7684\u8981\u6c42\u6781\u9ad8\uff0c\u5012\u903c\u6211\u4eec\u53bb\u60f3\uff1a\u6a21\u578b\u8fd9\u4e48\u5927\uff0c\u600e\u4e48\u8fd8\u80fd\u505a\u5230\u8fd9\u4e48\u6d41\u7545\uff1f<\/p>\n

\u4ece\u7b2c\u4e00\u6027\u539f\u7406\u770b\uff0c\u53cc\u7cfb\u7edf\u5927\u5c0f\u8111\u672c\u8d28\u4e0a\u8fd8\u662f\u4e24\u4e2a\u4e0d\u76f8\u5e72\u7684\u4e1c\u897f\u51d1\u5728\u4e00\u8d77\u3002\u6211\u4eec\u8fd8\u662f\u60f3\u5728\u7edf\u4e00\u7684\u6a21\u578b\u67b6\u6784\u91cc\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u6700\u7ec8\u5c31\u50ac\u751f\u4e86\u5728\u9690\u7a7a\u95f4\u8fd9\u6761\u8def\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u628a\u6240\u6709\u4e1c\u897f\u96c6\u6210\u5728\u4e00\u4e2a\u6a21\u578b\u91cc\uff0c\u80af\u5b9a\u662f\u5927\u8d8b\u52bf\u3002\u5927\u5c0f\u8111\u7684\u878d\u5408\u4e5f\u662f\u5fc5\u7136\u65b9\u5411\u3002<\/p>\n

\u6211\u751a\u81f3\u89c9\u5f97\uff0c\u5177\u8eab\u9886\u57df\u5c06\u6765\u4f1a\u6d8c\u73b0\u51fa\u81ea\u5df1\u7684\u539f\u751f\u57fa\u7840\u6a21\u578b\u3002<\/p>\n

\u4f60\u770b\u73b0\u5728\u4e1a\u754c\u6240\u6709\u6a21\u578b\uff0c\u672c\u8d28\u4e0a\u90fd\u662f\u5916\u6765\u6237\u3002VLA\u662f\u628aVLM\u642c\u8fc7\u6765\u52a0\u4e00\u4e2aaction\u5934\uff1bworld action model\u3001video action model\u662f\u628a\u89c6\u9891\u9884\u6d4b\u6a21\u578b\u642c\u8fc7\u6765\uff0c\u518d\u62fc\u4e00\u4e2a\u52a8\u4f5c\u8f93\u51fa\u3002<\/p>\n

\u8fd9\u4e9b\u201c\u5916\u6765\u548c\u5c1a\u201d\u5728\u5177\u8eab\u9886\u57df\u9047\u5230\u7684\u95ee\u9898\u90fd\u5f88\u7c7b\u4f3c\u3002<\/p>\n

VLA\u7684\u95ee\u9898\u662f\u6cdb\u5316\uff0c\u5230\u4e00\u4e2a\u65b0\u573a\u666f\uff0caction\u9700\u8981\u5927\u91cf\u65b0\u573a\u666f\u6570\u636e\u624d\u80fd\u53d8\u597d\u3002<\/p>\n

video action model\u5927\u5bb6\u73b0\u5728\u8ba8\u8bba\u5f97\u8fd8\u4e0d\u591a\uff0c\u4f46\u6211\u53ef\u4ee5\u9884\u544a\u4e00\u4e0b\uff1a\u7b2c\u4e00\uff0c\u89c6\u9891\u9884\u6d4b\u7684\u5e7b\u89c9\u4f1a\u5f71\u54cd\u52a8\u4f5c\u8d28\u91cf\uff1b\u7b2c\u4e8c\uff0c\u89c6\u9891\u9884\u6d4b\u5f88\u96be\u7ef4\u62a4\u7cbe\u7ec6\u7684\u7a7a\u95f4\u7ed3\u6784\uff0c\u5bfc\u81f4\u6a21\u578b\u6700\u7ec8\u8fd8\u662f\u5728\u8bb0\u52a8\u4f5c\u3002<\/p>\n

\u539f\u751f\u6a21\u578b\u53ef\u4ee5\u5b8c\u5168\u907f\u5f00\u8fd9\u4e24\u4e2a\u95ee\u9898\u3002\u6211\u4eec\u6240\u6709\u6570\u636e\u5929\u7136\u5c31\u662f\u89c6\u89c9\u3001\u8bed\u8a00\u3001\u52a8\u4f5c\u4e09\u79cd\u6a21\u6001\u5bf9\u9f50\u7684\uff0c\u8bad\u7ec3\u65f6\u53ef\u4ee5\u5728\u4efb\u610f\u6a21\u6001\u4e4b\u95f4\u4e92\u76f8\u8f6c\u6362\u3002<\/p>\n

vision to vision\u662f\u89c6\u9891\u9884\u6d4b\uff0cvision+language to action\u662f\u7aef\u5230\u7aef\uff0cvision+language to vision+action\u5c31\u662f\u4e16\u754c\u6a21\u578b\u3002<\/p>\n

\u73b0\u6709\u7684\u6240\u6709\u8303\u5f0f\uff0c\u5728\u8fd9\u5957\u6846\u67b6\u4e0b\u5f97\u5230\u4e86\u5927\u4e00\u7edf\uff0c\u4e5f\u6ca1\u6709VLM\u5f3a\u884c\u52a0action head\u5e26\u6765\u7684\u90a3\u79cd\u5272\u88c2\u611f\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u4e24\u8005\u7ed3\u5408\u3002<\/p>\n

\u7b2c\u4e00\uff0c\u6211\u4ece\u7b2c\u4e00\u6027\u539f\u7406\u5224\u65ad\u5b83\u5fc5\u7136\u4f1a\u6709\u8fd9\u4e9b\u95ee\u9898\u3002<\/p>\n

\u7b2c\u4e8c\uff0c\u6211\u4eec\u6709\u4e00\u4e2a\u4e0d\u5c0f\u7684research team\uff0c\u4f1a\u6301\u7eed\u8ddf\u8e2a\u4e1a\u754c\u6240\u6709SOTA\u65b9\u6cd5\uff0c\u5305\u62ecVLA\u3001\u89c6\u9891\u52a8\u4f5c\u6a21\u578b\u3001\u4e16\u754c\u52a8\u4f5c\u6a21\u578b\uff0c\u5168\u90e8\u7eb3\u5165\u6211\u4eec\u81ea\u5df1\u7684benchmark\u3002<\/p>\n

\u6211\u4eec\u6bcf\u53d1\u4e00\u7248\u6a21\u578b\uff0c\u90fd\u4f1a\u5728N\u4e2a\u4efb\u52a1\u4e0a\u8ddf\u73b0\u6709SOTA\u505a\u6bd4\u8f83\u3002<\/p>\n

\u53e6\u5916\u6211\u60f3\u8865\u5145\u4e00\u70b9\uff1a\u8c08\u539f\u751f\u6a21\u578b\uff0c\u524d\u63d0\u662f\u4f60\u6709\u6ca1\u6709\u8db3\u591f\u7684\u6570\u636e\u3002\u539f\u751f\u6a21\u578b\u73a9\u7684\u5c31\u662f\u6570\u636e\uff0c\u8ffd\u6c42\u7684\u662f\u4e09\u79cd\u6a21\u6001\u5b8c\u7f8e\u5bf9\u9f50\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u662f\u5728\u5b9e\u64cd\u4e2d\u6478\u51fa\u6765\u7684\u3002\u6211\u4eec\u7684\u6570\u636e\u91cf\u548c\u6a21\u578b\u89c4\u6a21\u90fd\u662f\u4e00\u70b9\u70b9\u5f80\u4e0a\u6da8\uff0c\u6162\u6162\u53d1\u73b0\u6570\u636e\u6da8\u5230\u4e00\u5b9a\u89c4\u6a21\uff0c\u6a21\u578bsize\u5c31\u9700\u8981\u63d0\u5347\u5230\u4e0b\u4e00\u4e2alevel\u624d\u80fd\u7ee7\u7eed\u5438\u6536\u3002<\/p>\n

\u8fd9\u4e2a\u5bf9\u5e94\u5173\u7cfb\uff0c\u662f\u4ece\u81ea\u52a8\u9a7e\u9a76\u65f6\u4ee3\u79ef\u7d2f\u7684\u7ecf\u9a8c\uff0c\u52a0\u4e0a\u5177\u8eab\u8fd9\u8fb9\u6570\u636e\u91cf\u5feb\u901f\u589e\u957f\u7684\u5b9e\u8df5\uff0c\u7efc\u5408\u611f\u53d7\u51fa\u6765\u7684\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u4e09\u4e2a\u7ef4\u5ea6\u3002<\/p>\n

\u7b2c\u4e00\u662f\u6210\u529f\u7387\uff0c\u8fd9\u662f\u4e00\u5207\u7684\u57fa\u51c6\u3002<\/p>\n

\u7b2c\u4e8c\u662f\u5b8c\u6210\u6548\u7387\uff0c\u56e0\u4e3a\u6211\u4eec\u7b2c\u4e00\u4e2a\u573a\u666f\u662f\u8981\u771f\u6b63\u843d\u5730\u5de5\u5382\u7684\u3002<\/p>\n

\u7b2c\u4e09\u662f\u7c7b\u4eba\u6027\uff0c\u8d4f\u5fc3\u60a6\u76ee\u4e5f\u662f\u6307\u6807\u3002<\/p>\n

\u6709\u610f\u601d\u7684\u662f\uff0c\u6211\u4eec\u5728\u7ebf\u675f\u63d2\u63a5\u8fd9\u4e2a\u5b50\u4efb\u52a1\u4e0a\uff0c\u6548\u7387\u5df2\u7ecf\u8d85\u8fc7\u4eba\u4e86\u3002<\/p>\n

\u8fd9\u91cc\u9762\u6709\u4e2atrick\uff1a\u4eba\u6ca1\u6cd5\u5de6\u624b\u753b\u5706\u53f3\u624b\u753b\u65b9\uff0c\u4f46\u673a\u5668\u4eba\u53ef\u4ee5\uff0c\u901a\u8fc7\u5bf9\u6570\u636e\u5408\u7406\u7684\u7ec4\u7ec7\uff0c\u6211\u4eec\u8ba9\u673a\u5668\u4eba\u505a\u5230\u4e86\u53cc\u624b\u5e76\u884c\uff0c\u8fd9\u6837\u81ea\u7136\u5c31\u6bd4\u4eba\u5feb\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u7b2c\u4e00\u6027\u539f\u7406\u4e0a\uff0c\u4f60\u8ffd\u6c42\u4e1d\u6ed1\uff0c\u8ffd\u6c42\u770b\u8d77\u6765\u50cf\u4eba\uff0c\u6700\u7ec8\u90fd\u662f\u4e3a\u4e86\u8ba9\u673a\u5668\u4eba\u771f\u6b63\u8fdb\u5165\u4eba\u7c7b\u793e\u4f1a\u3002<\/p>\n

\u53bb\u5e74\u4f60\u4e5f\u95ee\u8fc7\u6211\u673a\u5668\u4eba\u6700\u7ec8\u7684\u5f62\u6001\u4f1a\u662f\u4ec0\u4e48\uff0c\u6211\u5f53\u65f6\u8bf4\u62df\u4eba\u5f62\u662f\u5927\u8d8b\u52bf\u3002<\/p>\n

\u54ea\u6015\u5728\u5782\u76f4\u573a\u666f\u6709\u7279\u5236\u5f62\u6001\uff0c\u5b8c\u6210\u52a8\u4f5c\u7684\u65b9\u5f0f\u4e5f\u5e94\u8be5\u8d34\u8fd1\u4eba\uff0c\u8fd9\u79cd\u4eb2\u548c\u6027\u662f\u4eba\u7c7b\u793e\u4f1a\u7684\u4e00\u79cd\u521a\u9700\u3002<\/p>\n

\u4f60\u770b\u73b0\u5728\u5927\u5bb6\u4e3a\u4ec0\u4e48\u559c\u6b22\u770b\u673a\u5668\u4eba\u8df3\u821e\uff1f\u56e0\u4e3a\u5b83\u7ed9\u4eba\u7684\u611f\u89c9\u50cf\u81ea\u5df1\u3002<\/p>\n

\u5c55\u4f1a\u4e0a\u6211\u4eec\u7684\u53cc\u8db3\u673a\u5668\u4eba\u53ea\u8981\u51fa\u6765\uff0c\u73b0\u573a\u5c31\u56f4\u5f97\u4eba\u5c71\u4eba\u6d77\u3002<\/p>\n

\u54ea\u6015\u662f\u4ece\u8d27\u67b6\u4e0a\u6293\u4e00\u4e2a\u6c34\u74f6\uff0c\u8fd9\u4e2a\u52a8\u4f5c\u53ef\u4ee5\u5f88\u673a\u68b0\uff0c\u4e5f\u53ef\u4ee5\u5f88\u4e1d\u6ed1\uff0c\u7ed9\u4eba\u7684\u611f\u5b98\u5b8c\u5168\u4e0d\u540c\uff0c\u4eba\u60f3\u8981\u4f7f\u7528\u5b83\u3001\u4fe1\u8d56\u5b83\u7684\u6b32\u671b\u4e5f\u5b8c\u5168\u4e0d\u540c\u3002<\/p>\n

\u6240\u4ee5\u7c7b\u4eba\u6027\u8fd9\u4e2a\u6307\u6807\uff0c\u4e00\u65b9\u9762\u662f\u5728\u8bc4\u4ef7\u6a21\u578b\u80fd\u529b\uff0c\u53e6\u4e00\u65b9\u9762\uff0c\u5bf9\u4e8e\u4eba\u548c\u673a\u5668\u4eba\u5c06\u6765\u771f\u6b63\u5171\u751f\uff0c\u4e5f\u662f\u975e\u5e38\u5173\u952e\u7684\u4e00\u70b9\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u597d\u94a2\u7528\u5728\u5200\u5203\u4e0a\u3002\u6211\u4eec\u6ca1\u6709\u4e00\u53e3\u6c14\u94fa\u51e0\u5343\u5f20\u5361\u6f2b\u65e0\u76ee\u7684\u5730\u8bad\uff0c\u800c\u662f\u968f\u7740\u6570\u636e\u91cf\u4e0a\u5347\uff0c\u770b\u5230\u6a21\u578b\u5403\u4e0d\u4f4f\u4e86\u518d\u52a0\u53c2\u6570\uff0c\u6bcf\u4e00\u4e2a\u5b9e\u9a8c\u90fd\u4ed4\u7ec6\u8bc4\u4f30\u4ef7\u503c\u3002<\/p>\n

\u6211\u4eec\u7684\u76ee\u6807\u662f\u6253\u7ecf\u6d4e\u4ed7\uff0c\u5728\u6709\u9650\u6295\u5165\u4e0b\u62ff\u6700\u5927ROI\u3002<\/p>\n

\u5177\u8eab\u7684\u751f\u547d\u5468\u671f\u53ef\u80fd\u6bd4\u81ea\u52a8\u9a7e\u9a76\u8fd8\u8981\u957f\uff0c\u4e0a\u9762\u53ef\u80fd\u6709\u82e5\u5e72\u6b21\u51b3\u6218\uff0c\u6240\u4ee5\u5f39\u836f\u548c\u7cae\u8349\u5fc5\u987b\u5b58\u591f\uff0c\u6bcf\u4e00\u6b21\u51b3\u6218\u90fd\u8981\u6709\u4e3b\u52a8\u51fa\u51fb\u7684\u80fd\u529b\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u8fd9\u4ef6\u4e8b\u6bd4\u5f88\u591a\u4eba\u60f3\u8c61\u7684\u8981\u96be\u5f97\u591a\u3002<\/p>\n

Human Centric\u610f\u5473\u7740\u91c7\u96c6\u4e3b\u4f53\u662f\u4eba\uff0c\u4e0d\u50cf\u8bbe\u5907\u90a3\u4e48\u53ef\u63a7\u3002\u6211\u4eec\u65e9\u671f\u5c31\u9047\u5230\u8fc7\uff0c\u73b0\u573a\u5de5\u4f5c\u4eba\u5458\u88ab\u52a8\u5f0f\u91c7\u96c6\uff0c\u7ed3\u679c\u5728\u73b0\u573a\u73a9\u4e8615\u5206\u949f\u624b\u673a\u3002<\/p>\n

\u540e\u6765\uff0c\u6211\u4eec\u5728\u91c7\u524d\u3001\u91c7\u4e2d\u505a\u4e86\u5de5\u4f5c\u3002<\/p>\n

\u91c7\u524d\u662f\u7ea6\u6cd5\u4e09\u7ae0\uff0c\u73b0\u573a\u57f9\u8bad\uff0c\u660e\u786e\u54ea\u4e9b\u884c\u4e3a\u4e0d\u5141\u8bb8\u3002<\/p>\n

\u91c7\u4e2d\u662f\u5728APP\u4e0a\u505a\u76d1\u6d4b\uff0c\u68c0\u6d4b\u5230\u5f02\u5e38\u72b6\u6001\u5c31\u62a5\u8b66\u3002<\/p>\n

\u8fd9\u6837\u57fa\u672c\u4e0a\u80fd\u628a\u516b\u4e5d\u6210\u7684\u95ee\u9898\u7b5b\u6389\uff0c\u540e\u7aef\u6570\u636e\u4ea7\u7ebf\u7684\u5229\u7528\u7387\u4f1a\u975e\u5e38\u9ad8\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u8fd9\u91cc\u6709\u4e2a\u53cd\u5e38\u8bc6\u7684\u7ed3\u8bba\u3002<\/p>\n

\u5927\u5bb6\u4e00\u76f4\u8ba4\u4e3a\u9065\u64cd\u4f5c\u6570\u636e\u7cbe\u5ea6\u6700\u9ad8\uff0cHuman Centric\u6570\u636e\u7cbe\u5ea6\u4e0a\u662f\u77ed\u677f\u3002\u4f46\u5728\u4e9a\u6beb\u7c73\u7ea7\u4efb\u52a1\u4e0a\uff0c\u7ed3\u8bba\u5b8c\u5168\u76f8\u53cd\u3002<\/p>\n

\u9065\u64cd\u4f5c\u6839\u672c\u5e72\u4e0d\u4e86\u4e9a\u6beb\u7c73\u7ea7\u7684\u4e8b\uff0c\u64cd\u4f5c\u8fc7\u7a0b\u4e2d\u4f1a\u72b9\u8c6b\u3001\u6296\u52a8\uff0c\u53cd\u800c\u53d8\u6210\u4e86\u566a\u58f0\u3002\u6211\u4eec\u4e9a\u6beb\u7c73\u7ea7\u7684\u6a21\u578b\uff0c\u5b8c\u5168\u662f\u7528Human Centric\u6570\u636e\u8bad\u7ec3\u7684\u3002<\/p>\n

\u968f\u7740\u6211\u4eec\u628a\u66f4\u591a\u573a\u666f\u6269\u5c55\u5f00\uff0c\u9760Human Centric\u6570\u636e\u652f\u6491\u6574\u4e2a\u6a21\u578b\u8bad\u7ec3\u5230\u90e8\u7f72\uff0c\u5b8c\u5168\u53ef\u4ee5\u505a\u5230\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u5bf9\uff0c\u4ee5\u524d\u5927\u5bb6\u603b\u60f3\u7740\u6570\u636e\u6709\u4e00\u5ea7\u91d1\u5b57\u5854\uff0c\u9ad8\u8d28\u91cf\u6570\u636e\u3001\u4e2d\u7b49\u6570\u636e\u3001\u5927\u89c4\u6a21\u6570\u636e\u5404\u79cd\u914d\u6bd4\uff0c\u641e\u5f97\u5f88\u590d\u6742\u3002<\/p>\n

\u4f46\u6211\u89c9\u5f97\u672a\u6765\u53ef\u80fd\u6839\u672c\u6ca1\u6709\u4ec0\u4e48\u6570\u636e\u91d1\u5b57\u5854\u3002\u4f60\u628a\u4e00\u79cd\u6570\u636e\u6253\u78e8\u5230\u6781\u81f4\uff0c\u628a\u6240\u6709\u7ec6\u8282\u505a\u597d\uff0c\u8d28\u91cf\u53ef\u80fd\u6bd4\u914d\u6bd4\u6765\u7684\u6570\u636e\u8981\u9ad8\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u4efb\u4f55\u4e00\u4e2a\u7ec6\u8282\u6ca1\u505a\u597d\uff0c\u90fd\u4f1a\u7ed9\u4f60\u5e26\u6765\u9519\u8bef\u7684\u7ed3\u8bba\u3002<\/p>\n

Human Centric\u6570\u636e\u8981\u505a\u5230\u4e9a\u6beb\u7c73\u7ea7\u7cbe\u5ea6\uff0c\u95e8\u69db\u6781\u9ad8\u3002<\/p>\n

\u4f69\u6234\u5728\u4eba\u8eab\u4e0a\uff0c\u8981\u628a\u52a8\u4f5c\u5b8c\u6574\u6062\u590d\u51fa\u6765\uff0c\u4f20\u611f\u5668\u540c\u6b65\u3001\u6807\u5b9a\u3001\u4e91\u7aef\u81ea\u52a8\u5316\u6807\u6ce8\u7b97\u6cd5\uff0c\u6bcf\u4e00\u4e2a\u73af\u8282\u90fd\u4e0d\u80fd\u51fa\u95ee\u9898\u3002<\/p>\n

\u73b0\u5728\u4e1a\u754c\u5927\u591a\u90fd\u8fd8\u6ca1\u641e\u6e05\u695a\u600e\u4e48\u628aHuman Centric\u6570\u636e\u505a\u5230\u5f88\u9ad8\u7cbe\u5ea6\uff0c\u66f4\u4e0d\u7528\u8c08\u540e\u9762\u90e8\u7f72\u5230\u673a\u5668\u4eba\u4e0a\u5b8c\u6210\u95ed\u73af\u4efb\u52a1\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u6070\u6070\u76f8\u53cd\uff0c\u9065\u64cd\u4f5c\u6570\u636e\u7684\u6210\u672c\u8fdc\u9ad8\u4e8eHuman Centric\u3002<\/p>\n

\u4f60\u7b97\u4e00\u4e0b\u9065\u64cd\u4f5c\u7684\u6210\u672c\uff1a\u5f97\u4e70\u4e00\u53f0\u673a\u5668\u4eba\uff0c\u5f97\u6709\u6570\u91c7\u4e2d\u5fc3\u6216\u8005\u628a\u673a\u5668\u4eba\u63a8\u5230\u73b0\u573a\uff0c\u8fd8\u5f97\u6709\u4e13\u4e1a\u9065\u64cd\u5458\u3002<\/p>\n

\u9065\u64cd\u5458\u8fd9\u4e2a\u884c\u4e1a\u73b0\u5728\u6162\u6162\u5174\u8d77\uff0c\u4f46\u6d41\u5931\u7387\u5f88\u9ad8\uff0c\u5de5\u4f5c\u67af\u71e5\uff0c\u57f9\u8bad\u4e00\u4e2a\u65b0\u9065\u64cd\u5458\u53c8\u8981\u4e00\u4e24\u4e2a\u6708\u3002<\/p>\n

Human Centric\u5b8c\u5168\u4e0d\u540c\u3002<\/p>\n

\u91c7\u96c6\u8005\u53ef\u4ee5\u662f\u6e05\u6d01\u963f\u59e8\u3001\u8d85\u5e02\u5de5\u4f5c\u4eba\u5458\u3002\u4ed6\u4eec\u6234\u4e0a\u6570\u91c7\u624b\u5957\u5c31\u80fd\u5728\u65e5\u5e38\u5de5\u4f5c\u4e2d\u987a\u5e26\u5b8c\u6210\u6570\u636e\u91c7\u96c6\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u6b63\u786e\u7684\u65b9\u6cd5\u8bba\uff0c\u522b\u4eba\u7ec8\u7a76\u4f1a\u6324\u8fdb\u6765\u3002\u4e0e\u5176\u5b88\u4f4f\u786c\u4ef6\u8bbe\u5907\uff0c\u4e0d\u5982\u628a\u95e8\u69db\u771f\u6b63\u5efa\u7acb\u5728AI\u4e0a\u3002<\/p>\n

\u5c31\u50cf\u5927\u6a21\u578b\u8bad\u7ec3\u4e00\u6837\uff0c\u5927\u5bb6\u90fd\u77e5\u9053\u600e\u4e48\u8bad\uff0c\u4f46\u6700\u7ec8\u8bad\u51fa\u6765\u7684\u6a21\u578b\u5dee\u5f02\u8fd8\u662f\u4f1a\u4f53\u73b0\u51fa\u6765\uff0c\u8fd9\u5c31\u662f\u4e0d\u4f20\u4e4b\u79d8\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u4e0e\u5176\u8bf4\u8bad\u7ec3\u4e86\u591a\u4e45\uff0c\u4e0d\u5982\u8bf4\u662f\u968f\u7740\u6570\u636e\u91cf\u7ea7\u6301\u7eed\u63d0\u5347\u7684\u4e00\u4e2a\u8fc7\u7a0b\u3002<\/p>\n

\u5927\u6982\u65f6\u95f4\u7ebf\u662f\u8fd9\u6837\uff1aAWE 2.0\u4ece\u53bb\u5e74\u5e74\u4e2d\u5f00\u59cb\uff0c\u90a3\u65f6\u5019Human Centric\u7684\u91c7\u96c6\u3001\u8bad\u7ec3\u3001\u90e8\u7f72\u5df2\u7ecf\u8d70\u901a\u4e86\u3002<\/p>\n

\u4eceAWE 2.0\u5230AWE 3.0\u660e\u663e\u52a0\u5feb\u4e86\uff0c\u6570\u636e\u8fd0\u8f6c\u66f4\u987a\uff0c\u6a21\u578b\u4e0a\u4e5f\u6709\u5f88\u591a\u65b0\u611f\u89c9\u6d8c\u73b0\u51fa\u6765\uff0c\u5e74\u540e\u6ca1\u591a\u4e45\u5c31\u57283\u6708\u53d1\u5e03\u4e86AWE 3.0\u3002<\/p>\n

\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u6211\u5224\u65ad\u540e\u9762\u8282\u594f\u4f1a\u8fdb\u4e00\u6b65\u52a0\u901f\uff0c\u968f\u7740\u6570\u636e\u91cf\u8d8a\u6765\u8d8a\u5927\u3001\u6a21\u578b\u8d8a\u6765\u8d8a\u6210\u719f\uff0c\u667a\u80fd\u6d8c\u73b0\u7684\u65f6\u95f4\u4e5f\u4f1a\u7f29\u77ed\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u6709\u4e9b\u89c2\u70b9\u6211\u540c\u610f\u3002<\/p>\n

\u4eff\u771f\u6570\u636e\u6ca1\u7528\u3002Sergey\u81ea\u5df1\u4e5f\u91c7\u4e86\u51e0\u5343\u5c0f\u65f6\u6570\u636e\uff0c\u662f\u771f\u6b63\u8d70\u8fc7\u8fd9\u4e2a\u8fc7\u7a0b\u7684\u4eba\uff0c\u4ed6\u77e5\u9053\u673a\u5668\u4eba\u90e8\u7f72\u5230\u771f\u5b9e\u4e16\u754c\u9700\u8981\u591a\u5c11\u6570\u636e\u3001\u600e\u4e48\u624d\u80fd\u6cdb\u5316\u3002<\/p>\n

\u4ed6\u8bf4\u4eff\u771f\u662f\u53c9\u52fa\uff0c\u52fa\u5b50\u80fd\u559d\u6c64\u3001\u53c9\u5b50\u80fd\u63d2\u725b\u6392\uff0c\u4f46\u96c6\u6210\u4e3a\u53c9\u52fa\uff0c\u53c8\u4ec0\u4e48\u90fd\u5e72\u4e0d\u597d\uff0c\u8fd9\u4e2a\u6bd4\u55bb\u6211\u89c9\u5f97\u5f88\u6070\u5f53\u3002<\/p>\n

\u5206\u6b67\u5728\u4e8e\uff1a\u6709\u4e86\u771f\u5b9e\u6570\u636e\u4e4b\u540e\uff0c\u600e\u4e48\u9ad8\u6548\u5229\u7528\uff1f<\/p>\n

\u4ed6\u7684\u8def\u5f84\u662f\u9065\u64cd\u4f5c\u83b7\u53d6\u57fa\u7840\u6570\u636e\uff0c\u52a0\u4e0a\u5927\u89c4\u6a21\u771f\u673a\u5f3a\u5316\u5b66\u4e60\uff0c\u6211\u5bf9\u8fd9\u6761\u8def\u662f\u6709\u7591\u95ee\u7684\u3002<\/p>\n

\u6240\u4ee5\u7b54\u6848\u5c31\u662f\uff0c\u5927\u7684\u65b9\u5411\u4e0a\u6709\u5171\u9e23\uff1a\u771f\u5b9e\u4e16\u754c\u7684\u6570\u636e\u624d\u662f\u8d70\u5411\u6cdb\u5316\u7684\u91d1\u94a5\u5319\u3002<\/p>\n

\u4f46\u600e\u4e48\u628a\u6570\u636e\u95ed\u73af\u9c81\u68d2\u6027\u63d0\u5347\u3001\u771f\u6b63\u8d70\u5411\u89c4\u6a21\u5316\u5546\u4e1a\u843d\u5730\uff0c\u8def\u5f84\u662f\u4e0d\u540c\u7684\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u6709\u8fd9\u4e2a\u56e0\u7d20\uff0c\u4f46\u4e0d\u662f\u5168\u90e8\u539f\u56e0\u3002<\/p>\n

\u65e9\u671fGeneralist\u8fd9\u7c7b\u516c\u53f8\u8fd8\u5728\u5ba3\u4f20\u51e0\u5341\u4e07\u5c0f\u65f6\u6570\u636e\uff0c\u73b0\u5728\u6709\u4e9b\u7845\u8c37\u516c\u53f8\u5f00\u59cb\u8bf4\u6211\u53ea\u9700\u898110\u5c0f\u65f6\u300120\u5c0f\u65f6\u6570\u636e\u5c31\u591f\u4e86\u300226\u300127\u5e74\u8fd9\u4e2a\u5206\u6b67\u4f1a\u8d8a\u6765\u8d8a\u660e\u663e\u3002<\/p>\n

\u4f46\u8ba9\u6211\u6bd4\u8f83\u60ca\u8bb6\u7684\u662fGeneralist\uff0c\u4f5c\u4e3a\u5728\u7845\u8c37\u7684\u516c\u53f8\u540c\u6837\u575a\u5b9a\u8d70Human Centric\u8def\u7ebf\uff0c\u800c\u4e14scale\u572810\u4e07\u5c0f\u65f6\u7ea7\u522b\u4ee5\u4e0a\u3002\u6240\u4ee5\u73af\u5883\u4e0d\u662f\u51b3\u5b9a\u6027\u56e0\u7d20\uff0c\u66f4\u6df1\u5c42\u7684\u539f\u56e0\u53ef\u80fd\u662f\u60ef\u6027\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u5177\u8eab\u6bd4\u81ea\u9a7e\u590d\u6742\u5f97\u591a\uff0c\u672c\u4f53\u81ea\u7531\u5ea6\u66f4\u9ad8\uff0c\u662f\u590d\u67423D\u73af\u5883\uff0c\u8fd8\u6709\u5927\u91cf\u5bc6\u96c6\u7684contact\u64cd\u4f5c\uff0c\u573a\u666f\u4e30\u5bcc\u5ea6\u4e5f\u66f4\u9ad8\u3002\u6839\u636e\u6211\u4eec\u73b0\u5728\u7684\u5b9e\u8df5\u7ecf\u9a8c\uff0c\u5177\u8eab\u6240\u9700\u7684\u6570\u636e\u91cf\u81f3\u5c11\u662f\u81ea\u52a8\u9a7e\u9a76\u6570\u636e\u91cf\u7ea7\u768410\u500d\u3002<\/p>\n

\u5177\u8eab\u53ef\u80fd\u6709\u4e09\u4e2a\u574e\uff1a<\/p>\n

10\u4e07\u5c0f\u65f6\u662f\u6a21\u578b\u80fd\u529b\u4e0d\u9519\uff1b100\u4e07\u5c0f\u65f6\u662f\u51c6\u4ea7\u54c1\u7ea7\uff0c\u53ef\u4ee5deliver\u7ed9\u5404\u79cd\u7528\u6237\uff1b1000\u4e07\u5c0f\u65f6\u4e4b\u540e\uff0c\u6570\u636eScaling law\u7684\u8ba8\u8bba\u4f1a\u53d8\u5c11\uff0c\u5927\u5bb6\u5f00\u59cb\u8ba8\u8bba\u6a21\u578b\u67b6\u6784\uff0c\u524d\u6cbf\u516c\u53f8\u5f00\u59cb\u505a\u5f3a\u5316\u5b66\u4e60\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u6211\u4eec\u6709\u4e00\u5957\u81ea\u52a8\u5316\u8c03\u5ea6\u7cfb\u7edf\uff0c\u6bcf\u5929\u6c47\u603b\u8fd4\u56de\u6765\u7684\u6570\u636e\uff0ccheck\u573a\u666f\u8986\u76d6\u4e86\u54ea\u4e9b\u3001\u4efb\u52a1\u505a\u4e86\u54ea\u4e9b\u3001\u52a8\u4f5cpattern\u7684\u5206\u5e03\uff0c\u7136\u540e\u7b2c\u4e8c\u5929\u9488\u5bf9\u6027\u8865\u7f3a\uff0c\u518d\u53bb\u91c7\u3002<\/p>\n

\u8fd9\u5957\u7cfb\u7edf\u4fdd\u8bc1\u6211\u4eec\u4e0d\u4f1a\u504f\u79d1\uff0c\u4e0d\u4f1a\u5728\u4e00\u4e2a\u573a\u666f\u8fc7\u5ea6\u91c7\u96c6\uff0c\u90a3\u6837\u91cd\u590d\u5ea6\u592a\u9ad8\uff0c\u53d8\u6210\u540c\u8d28\u5316\u6570\u636e\uff0c\u4e0d\u662f\u6709\u6548\u7684scale\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u4eba\u7684\u884c\u4e3a\u5b9e\u5728\u592a\u4e30\u5bcc\u4e86\u3002\u8d8a\u91c7\u96c6\uff0c\u8d8a\u5bf9\u4eba\u7684\u884c\u4e3a\u4ea7\u751f\u656c\u754f\u3002<\/p>\n

\u9065\u64cd\u4f5c\u76f8\u5f53\u4e8e\u5e26\u7740\u4e49\u80a2\u53bb\u64cd\u4f5c\uff0c\u5f88\u591a\u4eba\u7684\u672c\u80fd\u884c\u4e3a\u5728\u90a3\u4e2a\u72b6\u6001\u4e0b\u90fd\u4f1a\u53d8\u5f62\u3002\u4f46\u5982\u679c\u76f4\u63a5\u4ece\u4eba\u8eab\u4e0a\u91c7\uff0c\u4f60\u4f1a\u53d1\u73b0\u4eba\u5f88\u591a\u65e5\u5e38\u52a8\u4f5c\u91cc\u85cf\u7740\u5927\u91cf\u81ea\u5df1\u90fd\u6ca1\u610f\u8bc6\u5230\u7684\u64cd\u4f5c\u667a\u6167\u3002<\/p>\n

\u6700\u8ba9\u6211\u5370\u8c61\u6df1\u7684\u662ffailure recovery\u3002\u4eba\u7684\u7cbe\u5ea6\u5e76\u4e0d\u662f\u7edd\u5bf9\u7684\uff0c\u79fb\u4e861\u5398\u7c73\u8fd8\u662f1.5\u5398\u7c73\u5176\u5b9e\u81ea\u5df1\u4e0d\u4e00\u5b9a\u77e5\u9053\u3002\u4f46\u4eba\u7684\u5c40\u90e8\u5fae\u8c03\u80fd\u529b\u6781\u5f3a\uff0c\u51fa\u4e86\u95ee\u9898\u80fd\u81ea\u7136\u5730\u8c03\u6574\u4fee\u6b63\u3002<\/p>\n

\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u6211\u4eec\u4e00\u5b9a\u8981\u628a\u4eba\u7684\u884c\u4e3a\u539f\u539f\u672c\u672c\u5168\u91cf\u8bb0\u5f55\uff0c\u6240\u4ee5\u6211\u4eec\u505a\u4e86\u4e94\u6307\u91c7\u96c6\u624b\u5957\uff1b\u6267\u884c\u5668\u4e5f\u5fc5\u987b\u80fd\u539f\u539f\u672c\u672c\u8fd8\u539f\u4eba\u7684\u884c\u4e3a\uff0c\u6240\u4ee5\u8981\u505a21\u81ea\u7531\u5ea6\u7075\u5de7\u624b\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u5b8c\u5168\u955c\u50cf\u3002\u624b\u5957\u6355\u6349\u4eba\u624b\u7684\u5b8c\u6574\u81ea\u7531\u5ea6\uff0c\u6709\u4e24\u4e2a\u6838\u5fc3\u4f18\u52bf\uff1a\u4e00\u662f\u80fd\u91c7\u96c6\u672b\u7aef\u89e6\u89c9\uff0c\u4e8c\u662f\u65e0\u60e7\u906e\u6321\u3002<\/p>\n

\u7528VR\u773c\u955c\u91c7\u96c6\uff0c\u624b\u4e00\u6321\u5c31\u4e22\u5931\u6570\u636e\u3002\u624b\u5957\u4e0d\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898\u3002<\/p>\n

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\u6211\u4e3e\u4e2a\u4f8b\u5b50\u3002\u6211\u4eec\u5c55\u793a\u7684\u523a\u7ee3\u4efb\u52a1\u91cc\u6709\u4e2a\u9876\u9488\u52a8\u4f5c\uff0c\u5939\u722a\u5f88\u96be\u505a\u3002\u7f1d\u7eab\u5de5\u4eba\u4e3a\u4ec0\u4e48\u6234\u6273\u6307\uff1f\u5c31\u662f\u4e3a\u4e86\u634f\u4f4f\u9488\u4e4b\u540e\u7528\u6307\u5934\u628a\u5b83\u9876\u8fc7\u53bb\u3002<\/p>\n

\u5939\u722a\u53ea\u80fd\u5939\uff0c\u6ca1\u6cd5\u9876\uff0c\u6240\u4ee5\u7528\u5939\u722a\u505a\u523a\u7ee3\u5c31\u8981\u7ed5\u5f88\u591a\u5f2f\u8def\u3002\u8fd9\u5c31\u662f\u624b\u7684\u4ef7\u503c\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u633a\u6709\u6311\u6218\u7684\u3002\u5728\u8fd9\u4e48\u5c0f\u7684\u7a7a\u95f4\u5185\u5b9e\u73b0\u8fd9\u4e48\u9ad8\u7684\u81ea\u7531\u5ea6\uff0c\u6280\u672f\u8def\u5f84\u672c\u8eab\u5c31\u6709\u4e89\u8bae\uff0c\u51c6\u76f4\u9a71\u8fd8\u662f\u7ef3\u9a71\uff0c\u7535\u673a\u8bbe\u8ba1\u3001\u51cf\u901f\u5668\u8bbe\u8ba1\u2026\u2026\u90fd\u662f\u4e00\u70b9\u70b9\u6478\u7d22\u51fa\u6765\u7684\u3002<\/p>\n

\u7ebf\u675f\u573a\u666f\u5012\u903c\u6211\u4eec\u628aHuman Centric\u903c\u5230\u4e9a\u6beb\u7c73\u7ea7\uff0c\u800c\u7075\u5de7\u624b\uff0c\u5012\u903c\u6211\u4eec\u628a\u7535\u673a\u548c\u51cf\u901f\u5668\u7684\u8bbe\u8ba1\u5236\u9020\u80fd\u529b\u903c\u5230\u6781\u9650\u3002<\/p>\n

\u6211\u4eec\u5e94\u8be5\u662f\u76ee\u524d\u4e16\u754c\u4e0a\u5c48\u6307\u53ef\u6570\u53ef\u4ee5\u505a\u5230\u51c6\u76f4\u9a71\u3001\u9ad8\u81ea\u7531\u5ea6\u3001\u8fd8\u80fd\u96c6\u6210\u5230\u4eba\u624b\u5c3a\u5bf8\u7684\u516c\u53f8\u3002\u4eca\u5e74ICRA\uff08\u673a\u5668\u4eba\u56fd\u9645\u9876\u4f1a\uff09\u6211\u4eec\u4f1a\u5bf9\u5916\u5c55\u793a\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u7ebf\u675f\u573a\u666f\u91cc\u6211\u4eec\u73b0\u5728\u7528\u5939\u722a\u5b8c\u6210\u7684\u5de5\u5e8f\u5927\u6982\u8986\u76d670%\u7684\u4efb\u52a1\uff0c\u5269\u4e0b\u7684\u6bd4\u5982\u7f20\u80f6\u3001\u7406\u7ebf\uff0c\u624b\u4f1a\u65b9\u4fbf\u5f88\u591a\u3002<\/p>\n

\u5982\u679c\u771f\u7684\u60f3\u505a\u901a\u7528\u5de5\u4e1a\u89e3\u51b3\u65b9\u6848\uff0c\u7ed5\u4e0d\u5f00\u7075\u5de7\u624b\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u516d\u6839\u624b\u6307\uff0c\u6570\u636e\u5c31\u5bf9\u4e0d\u4e0a\u4e86\u3002\u4f60\u4ece\u4eba\u8eab\u4e0a\u91c7\u4e0d\u5230\u516d\u6307\u6570\u636e\uff0c\u8fd8\u5f97\u81ea\u5df1\u9020\u6570\u636e\uff0c\u8fb9\u9645\u6548\u5e94\u9a6c\u4e0a\u5c31\u663e\u73b0\u3002<\/p>\n

\u6240\u4ee5\u673a\u5668\u4eba\u624b\u7684\u81ea\u7531\u5ea6\u5927\u6982\u7387\u662f\u5c0f\u4e8e\u7b49\u4e8e\u4eba\u624b\uff0c\u8fd9\u6837\u624d\u80fd\u6700\u5927\u5316\u5229\u7528Human Centric\u6570\u636e\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1a\u4eba\u624b\u80fd\u505a\u7684\u4efb\u4f55\u52a8\u4f5c\uff0c\u7075\u5de7\u624b\u90fd\u80fd\u505a\u51fa\u6765\u3002\u5168\u8eab\u4eba\u5f62\u5176\u5b9e\u73b0\u5728\u5df2\u7ecf\u57fa\u672c\u53ef\u4ee5\u505a\u5230\u52a8\u4f5c\u6a21\u4eff\uff0c\u624b\u4e5f\u5728\u671d\u8fd9\u4e2a\u76ee\u6807\u8d70\u3002\u5269\u4e0b\u7684\u95ee\u9898\u5c31\u662f\u624b\u8111\u534f\u540c\u3002<\/p>\n

\u4e01\u6587\u8d85\uff1aT\u662f\u53cc\u8db3\uff0cA\u662f\u8f6e\u5f0f\u53cc\u81c2\u3002<\/p>\n

\u672c\u4f53\u5c42\u9762\uff0c\u5404\u5bb6\u6574\u673a\u8bbe\u8ba1\u73b0\u5728\u5176\u5b9e\u6536\u655b\u4e86\uff0c\u5dee\u5f02\u6ca1\u90a3\u4e48\u5927\u3002\u6211\u4eec\u6bd4\u8f83\u6709\u7279\u8272\u7684\u662f\u5173\u8282\u3002<\/p>\n

\u4ee5\u524d\u5927\u5bb6\u8bbe\u8ba1\u5173\u8282\uff0c\u7535\u673a\u626d\u77e9\u3001\u51cf\u901f\u6bd4\u90fd\u662f\u8d8a\u5927\u8d8a\u597d\u3002\u4f46\u6211\u4eec\u53d1\u73b0\u672c\u8d28\u4e0a\u662f\u4e00\u4e2adistribution match\uff08\u5206\u5e03\u5339\u914d\uff09\u7684\u8fc7\u7a0b\uff1a\u4f60\u8981\u8ba9\u673a\u5668\u4eba\u6267\u884c\u52a8\u4f5c\u7684\u7a7a\u95f4\u548c\u6d41\u7545\u5ea6\uff0c\u5c3d\u53ef\u80fd\u8d34\u8fd1\u4eba\u7684\u6570\u636e\u5206\u5e03\u3002<\/p>\n

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\u4e3aAI\u800c\u751f\u662f\u53cd\u5411\u63a8\u5bfc\u3002\u6211\u4eec\u91c7\u96c6\u4e86\u5927\u91cf\u4eba\u7684\u6570\u636e\uff0c\u77e5\u9053\u4eba\u5728\u5b8c\u6210\u5404\u79cd\u4efb\u52a1\u65f6\u672b\u7aef\u9700\u8981\u591a\u5927\u529b\u5ea6\u3001\u591a\u5feb\u901f\u5ea6\uff0c\u8fd9\u5f62\u6210\u4e86\u4e00\u4e2adistribution A\u3002<\/p>\n

\u6211\u4eec\u8bbe\u8ba1\u672c\u4f53\uff0c\u5c31\u662f\u8ba9\u673a\u5668\u4eba\u7684\u5de5\u4f5c\u7a7a\u95f4\u3001\u529b\u8f93\u51fa\u3001\u8fd0\u52a8\u901f\u5ea6\u5f62\u6210\u7684distribution B\uff0c\u5c3d\u53ef\u80fd\u53bb\u5339\u914ddistribution A\u3002\u8fd9\u6837AI\u6a21\u578b\u5728\u4e0a\u9762\u9002\u914d\uff0c\u8fc1\u79fb\u4f1a\u66f4\u987a\u6ed1\u3002<\/p>\n

\u8fd9\u672c\u8d28\u4e0a\u662f\u4e2a\u53cc\u5411\u5954\u8d74\u7684\u8fc7\u7a0b\u3002\u4e00\u8fb9\u662f\u6a21\u578b\u901a\u8fc7\u7a7a\u95f4\u9884\u8bad\u7ec3\u3001\u5168\u8eab\u7aef\u5230\u7aef\u3001\u5404\u79cd\u6280\u5de7\u8ba9\u8fc1\u79fb\u66f4\u9c81\u68d2\uff1b\u53e6\u4e00\u8fb9\u662f\u786c\u4ef6\u671d\u4eba\u9760\u62e2\u3002\u4e24\u8005\u540c\u65f6\u6536\u7d27\uff0c\u4e2d\u95f4\u7684gap\u624d\u80fd\u6d88\u6389\u3002<\/p>\n

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\u65e9\u671f\u6709\u5f88\u591a\u4eba\u4e0d\u770b\u597d\uff0c\u89c9\u5f97\u592a\u7cbe\u7ec6\u4e86\u3002\u4f46\u6bd5\u7adf\u4e4b\u524d\u6ca1\u6709\u4eba\u5c55\u793a\u8fc7\u5177\u8eab\u80fd\u5728\u8fd9\u4e48\u7cbe\u7ec6\u7684\u4efb\u52a1\u4e0a\u6301\u7eed\u7a33\u5b9a\u5de5\u4f5c\uff0c\u6709\u8fd9\u4e2a\u53cd\u5e94\u4e5f\u5f88\u6b63\u5e38\u3002<\/p>\n

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\u4e01\u6587\u8d85\uff1a\u662f\u88abHuman Centric\u903c\u51fa\u6765\u7684\u3002<\/p>\n

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\n

\u7248\u6743\u58f0\u660e\uff1a<\/strong><\/p>\n

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Jay \u674e\u6839 \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n

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2025\u5e74\u5e74\u521d\uff0c\u8fd9\u5bb6\u516c\u53f8\u662f\u8d44\u672c\u5e02\u573a\u6beb\u65e0\u7591\u95ee\u7684\u5ba0\u513f\u3002\u5929\u4f7f\u8f6e\u878d\u8d44\u989d\u5237\u65b0\u7eaa\u5f55\uff0c\u660e\u661f\u521b\u59cb\u56e2\u961f\uff0c\u8ba9\u5b83\u77f3\u81ea\u521b\u7acb\u4e4b\u521d\uff0c\u4fbf\u4e00\u8dc3\u6210\u4e3a\u5177\u8eab\u667a\u80fd\u8d5b\u9053\u7099\u624b\u53ef\u70ed\u7684\u540d\u5b57\u3002<\/p>\n

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