{"id":35737,"date":"2024-12-30T19:00:10","date_gmt":"2024-12-30T11:00:10","guid":{"rendered":"https:\/\/17aitech.com\/?p=35737"},"modified":"2024-12-30T19:00:10","modified_gmt":"2024-12-30T11:00:10","slug":"%e6%9d%8e%e9%a3%9e%e9%a3%9e%e5%88%9b%e4%b8%9a%e4%b9%8b%e5%90%8e%e9%a6%96%e4%b8%aa%e4%b8%93%e8%ae%bf%ef%bc%9a%e8%a7%86%e8%a7%89%e7%a9%ba%e9%97%b4%e6%99%ba%e8%83%bd%e4%b8%8e%e8%af%ad%e8%a8%80%e4%b8%80","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35737","title":{"rendered":"\u674e\u98de\u98de\u521b\u4e1a\u4e4b\u540e\u9996\u4e2a\u4e13\u8bbf\uff1a\u89c6\u89c9\u7a7a\u95f4\u667a\u80fd\u4e0e\u8bed\u8a00\u4e00\u6837\u6839\u672c"},"content":{"rendered":"

\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u674e\u98de\u98de\u521b\u4e1a\u4e4b\u540e\u9996\u4e2a\u4e13\u8bbf\uff1a\u89c6\u89c9\u7a7a\u95f4\u667a\u80fd\u4e0e\u8bed\u8a00\u4e00\u6837\u6839\u672c<\/a><\/p>\n

\u4e0d\u4e45\u4e4b\u524d\uff0c\u674e\u98de\u98de<\/mark>\u6559\u6388\u7684\u7a7a\u95f4\u667a\u80fd\u521b\u4e1a\u516c\u53f8 World Labs \u4ee5\u53ca\u5168\u660e\u661f\u7684\u521b\u4e1a\u9635\u5bb9\u6b63\u5f0f\u4eae\u76f8<\/a>\u3002<\/section>\n
<\/section>\n
\u968f\u540e\uff0c\u674e\u98de\u98de<\/mark>\u4e0e\u53e6\u4e00\u4f4d\u8054\u5408\u521b\u59cb\u4eba Justin Johnson \u63a5\u53d7\u4e86 a16z \u7684\u4e13\u8bbf\u3002<\/section>\n
<\/section>\n
\u5728\u8fd9\u6b21\u8bbf\u8c08\u64ad\u5ba2\u4e2d\uff0c\u674e\u98de\u98de<\/mark>\u91cd\u70b9\u5206\u4eab\u4e86 AI \u9886\u57df\u65b0\u7684\u7814\u7a76\u524d\u6cbf\uff1a\u7a7a\u95f4\u667a\u80fd\u3002\u5979\u8bf4\uff1a\u300c\u89c6\u89c9\u7a7a\u95f4\u667a\u80fd\u975e\u5e38\u6839\u672c\uff0c\u4e0e\u8bed\u8a00\u4e00\u6837\u6839\u672c\u300d\u3002<\/section>\n
\n

\u8282\u76ee\u4e2d\uff0c\u5979\u9996\u5148\u4ecb\u7ecd\u4e86\u81ea\u5df1\u7684\u65e9\u671f\u8d21\u732e ImageNet \u5bf9\u8ba1\u7b97\u673a\u89c6\u89c9<\/mark>\u53d1\u5c55\u7684\u5f71\u54cd\u3002\u4e4b\u540e\u4ecb\u7ecd\u4e86\u8ba1\u7b97\u548c\u6570\u636e\u5728 AI \u53d1\u5c55\u4e2d\u7684\u4f5c\u7528\u3002<\/p>\n

\u7136\u540e\uff0c\u5979\u5b9a\u4e49\u4e86 AI \u7684\u7ec8\u6781\u76ee\u6807\u4ee5\u53ca\u7a7a\u95f4\u667a\u80fd\u5728\u8fd9\u5176\u4e2d\u6240\u626e\u6f14\u7684\u91cd\u8981\u89d2\u8272\u3002\u6700\u540e\uff0c\u5979\u4ecb\u7ecd\u4e86\u81ea\u5df1\u7684 World Labs \u56e2\u961f\u4ee5\u53ca\u5ea6\u91cf\u7a7a\u95f4\u667a\u80fd\u53d1\u5c55\u8fdb\u5c55\u7684\u65b9\u5f0f\u3002<\/p>\n

\u5728\u672c\u6587\u4e2d\uff0c\u673a\u5668\u4e4b\u5fc3<\/mark>\u5bf9\u6b64\u6b21\u4e13\u8bbf\u7684\u6838\u5fc3\u5185\u5bb9\u8fdb\u884c\u4e86\u6574\u7406\u3002\u611f\u5174\u8da3\u7684\u8bfb\u8005\u4e5f\u53ef\u4ee5\u67e5\u770b\u4e0b\u9762\u7684\u5b8c\u6574\u89c6\u9891\u3002<\/a><\/a><\/p>\n

\u4e3b\u6301\u4eba<\/strong>\uff1a\u8fc7\u53bb\u4e24\u5e74\u51fa\u73b0\u4e86\u5f88\u591a\u6d88\u8d39\u7ea7 AI \u516c\u53f8\u3002\u4f46\u60a8\u5176\u5b9e\u5df2\u7ecf\u5728\u8fd9\u4e2a\u9886\u57df\u6df1\u8015\u4e86\u51e0\u5341\u5e74\uff0c\u60a8\u662f\u4e00\u8def\u770b\u7740 AI \u53d1\u5c55\u5230\u5982\u4eca\u7684\u5e76\u4e14\u505a\u51fa\u8fc7\u975e\u5e38\u5173\u952e\u7684\u8d21\u732e\u3002\u73b0\u5728\u6b63\u662f\u6fc0\u52a8\u4eba\u5fc3\u7684\u65f6\u523b\uff0c\u5bf9\u5417\uff1f<\/p>\n

\u674e\u98de\u98de<\/mark><\/strong>\uff1a\u56de\u671b\u8fc7\u53bb\uff0cAI \u786e\u5b9e\u6b63\u5904\u5728\u4e00\u4e2a\u6fc0\u52a8\u4eba\u5fc3\u7684\u65f6\u523b\u3002\u6211\u4e2a\u4eba\u5df2\u7ecf\u5728\u8fd9\u4e2a\u9886\u57df 20 \u591a\u5e74\u4e86\uff0c\u800c\u73b0\u5728\u6211\u4eec\u5df2\u7ecf\u8d70\u51fa\u4e86\u6700\u540e\u4e00\u4e2a AI \u5bd2\u51ac\u3002\u6211\u4eec\u5df2\u7ecf\u89c1\u8bc1\u4e86\u73b0\u4ee3 AI \u7684\u8bde\u751f\uff0c\u770b\u5230\u4e86\u6df1\u5ea6\u5b66\u4e60<\/mark>\u7684\u7206\u53d1\uff0c\u5411\u6211\u4eec\u5c55\u793a\u4e86\u4e0b\u68cb\u7b49\u53ef\u80fd\u6027\uff0c\u4f46\u968f\u540e\u6211\u4eec\u5f00\u59cb\u770b\u5230\u6280\u672f\u7684\u6df1\u5316\u4ee5\u53ca\u4ea7\u4e1a\u754c\u5f00\u59cb\u91c7\u7528 AI\uff08\u5982\u8bed\u8a00\u6a21\u578b<\/mark>\uff09\u3002\u6211\u8ba4\u4e3a\u6211\u4eec\u5b9e\u9645\u4e0a\u73b0\u5728\u6b63\u5904\u4e8e\u5bd2\u6b66\u7eaa<\/mark>\u5927\u7206\u53d1\u8fc7\u7a0b\u4e2d\uff0c\u56e0\u4e3a\u73b0\u5728\u4e0d\u53ea\u662f\u6587\u672c\uff0c\u50cf\u7d20\u3001\u89c6\u9891\u3001\u97f3\u9891\u65b9\u9762\u90fd\u5728\u51fa\u73b0\u53ef\u80fd\u7684 AI \u5e94\u7528\u548c\u6a21\u578b\u3002\u6240\u4ee5\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u6fc0\u52a8\u4eba\u5fc3\u7684\u65f6\u523b\u3002<\/p>\n

\u4e3b\u6301\u4eba<\/strong>\uff1a\u8bf7\u4ecb\u7ecd\u4e00\u4e0b\u4f60\u4eec\u81ea\u5df1\u3002<\/p>\n

Johnson<\/strong>\uff1a\u6211\u6700\u65e9\u662f\u5728\u7814\u7a76\u751f\u9636\u6bb5\u5f00\u59cb\u7814\u7a76 AI\u3002\u6211\u5728\u52a0\u5dde\u7406\u5de5\u5927\u5b66\u8bfb\u4e86\u6570\u5b66\u548c\u8ba1\u7b97\u673a\u79d1\u5b66\u3002\u4f46\u5728\u5feb\u6bd5\u4e1a\u65f6\uff0c\u6709\u4e00\u7bc7\u5f53\u65f6\u975e\u5e38\u8457\u540d\u7684\u8bba\u6587\u95ee\u4e16\uff0c\u662f\u5f53\u65f6\u8c37\u6b4c\u5927\u8111\u7684 Quoc V. Le \u548c\u5434\u6069\u8fbe<\/mark>\u7b49\u4eba\u7684\u8bba\u6587\u3002\u90a3\u662f\u6211\u9996\u6b21\u63a5\u89e6\u5230\u6df1\u5ea6\u5b66\u4e60<\/mark>\u8fd9\u4e2a\u6982\u5ff5\uff0c\u7136\u540e\u5b83\u5c31\u51b3\u5b9a\u4e86\u6211\u672a\u6765\u5341\u51e0\u5e74\u7684\u751f\u6d3b\uff1a\u4f7f\u7528\u5f3a\u5927\u7684\u7b97\u6cd5\uff0c\u8f85\u4ee5\u5927\u91cf\u7b97\u529b\u548c\u6d77\u91cf\u6570\u636e\uff0c\u5c31\u80fd\u5f97\u5230\u4e00\u4e9b\u795e\u5947\u7684\u7ed3\u679c<\/strong>\u3002\u90a3\u662f\u5728 2011 \u6216 2012 \u5e74\uff0c\u5f53\u65f6\u6211\u5c31\u51b3\u5b9a\u8fd9\u662f\u6211\u4ee5\u540e\u8981\u505a\u7684\u4e8b\u60c5\u3002\u800c\u5f53\u65f6\u5728\u65af\u5766\u798f\u7684\u674e\u98de\u98de<\/mark>\u662f\u5c11\u6570\u6b63\u5728\u7814\u7a76 AI \u7684\u4eba\u3002\u90a3\u662f\u6df1\u5ea6\u5b66\u4e60<\/mark>\u548c\u8ba1\u7b97\u673a\u89c6\u89c9<\/mark>\u53d1\u5c55\u7684\u4e00\u4e2a\u7279\u6b8a\u65f6\u671f \u2014\u2014 \u90a3\u65f6\u5019\uff0c\u65b0\u5174\u7684\u6280\u672f\u624d\u521a\u521a\u5f00\u59cb\u6709\u6548\u679c\u5e76\u83b7\u5f97\u5e94\u7528\uff0c\u6bd4\u5982\u5224\u522b\u5f0f\u8ba1\u7b97\u673a\u89c6\u89c9<\/mark>\u5f00\u59cb\u53ef\u4ee5\u5206\u8fa8\u56fe\u50cf\u4e2d\u7684\u5185\u5bb9\uff0c\u65e9\u671f\u7684\u751f\u6210\u5f0f AI \u4e5f\u5f00\u59cb\u51fa\u73b0\u4e86\u3002<\/p>\n

<\/a><\/p>\n

\u5b9e\u9645\u4e0a\uff0c\u5728\u6211\u535a\u58eb\u9636\u6bb5\u90a3\u6bb5\u65f6\u95f4\uff0c\u5b66\u672f\u754c\u641e\u6e05\u695a\u4e86\u5f88\u591a\u73b0\u5728\u5e38\u7528\u7684\u6838\u5fc3\u7b97\u6cd5\u3002\u6bcf\u5929\u65e9\u4e0a\u8d77\u5e8a\u770b\u65b0\u8bba\u6587\u5c31\u597d\u50cf\u5728\u5723\u8bde\u8282\u6253\u5f00\u793c\u7269\u4e00\u6837\u3002\u6bcf\u5929\u90fd\u4f1a\u6709\u4e00\u4e9b\u60ca\u4eba\u7684\u65b0\u53d1\u73b0\u3001\u60ca\u4eba\u7684\u65b0\u5e94\u7528\u6216\u7b97\u6cd5\u3002\u800c\u8fc7\u53bb\u4e00\u4e24\u5e74\u4e16\u754c\u4e0a\u7684\u6240\u6709\u4eba\u90fd\u6709\u4e86\u8fd9\u79cd\u611f\u89c9\uff0c\u4f46\u5bf9\u4e8e\u6211\u4eec\u8fd9\u4e9b\u6709\u5f88\u957f\u7ecf\u9a8c\u7684\u4eba\u6765\u8bf4\uff0c\u8fd9\u79cd\u611f\u89c9\u5df2\u7ecf\u6301\u7eed\u4e86\u5f88\u957f\u65f6\u95f4\u4e86\u3002<\/p>\n

\u674e\u98de\u98de<\/mark><\/strong>\uff1a\u5f88\u660e\u663e\uff0c\u6211\u6bd4 Justin \u5927\u5f88\u591a\u3002\u6211\u662f\u4ece\u53e6\u4e00\u4e2a\u89d2\u5ea6\u8fdb\u5165 AI \u7684\uff0c\u5373\u7269\u7406\u5b66\uff0c\u56e0\u4e3a\u6211\u7684\u672c\u79d1\u80cc\u666f\u662f\u7269\u7406\u5b66\u3002\u7269\u7406\u5b66\u662f\u4e00\u95e8\u6559\u4f60\u5927\u80c6\u601d\u8003\u95ee\u9898\uff0c\u63a2\u6c42\u4e16\u754c\u4e0a\u5269\u4f59\u672a\u77e5\u7684\u5b66\u79d1\u3002\u5f53\u7136\uff0c\u7269\u7406\u5b66\u5173\u6ce8\u7684\u662f\u539f\u5b50\u4e16\u754c\u3001\u5b87\u5b99\u4e4b\u7c7b\u7684\uff0c\u4f46\u8fd9\u5374\u4ee5\u67d0\u79cd\u65b9\u5f0f\u8ba9\u6211\u8fdb\u5165\u4e86\u4e00\u4e2a\u771f\u6b63\u6293\u4f4f\u4e86\u6211\u7684\u60f3\u8c61\u529b\u7684\u9886\u57df\uff1a\u667a\u80fd\u3002\u6211\u5728\u52a0\u5dde\u7406\u5de5\u5927\u5b66\u5b8c\u6210\u4e86\u4eba\u5de5\u667a\u80fd<\/mark>\u548c\u8ba1\u7b97\u795e\u7ecf\u79d1\u5b66<\/mark>\u7684\u535a\u58eb\u5b66\u4f4d\u3002\u6240\u4ee5 Justin \u548c\u6211\u5b9e\u9645\u4e0a\u5e76\u6ca1\u6709\u91cd\u53e0\uff0c\u4f46\u6211\u4eec\u7684\u6bcd\u6821\u90fd\u662f\u52a0\u5dde\u7406\u5de5\u5927\u5b66\u5e76\u4e14\u6709\u540c\u4e00\u4f4d\u5bfc\u5e08\u3002\u662f\u7684\uff0c\u540c\u4e00\u4f4d\u5bfc\u5e08\uff0c\u4f60\u7684\u672c\u79d1\u5bfc\u5e08\u548c\u6211\u7684\u535a\u58eb\u5bfc\u5e08\u90fd\u662f Pietro Perona\u3002<\/p>\n

\u6211\u5728\u8bfb\u535a\u58eb\u65f6\uff0c\u662f AI \u5728\u516c\u4f17\u773c\u4e2d\u8fd8\u5904\u4e8e\u51ac\u5929\u7684\u65f6\u5019\uff0c\u4f46\u5728\u6211\u7684\u773c\u4e2d\u4e0d\u662f\u51ac\u5929\uff0c\u662f\u6625\u5b63\u524d\u7684\u51ac\u7720\u3002\u5b9e\u9645\u4e0a\u751f\u673a\u52c3\u52c3\u3002\u673a\u5668\u5b66\u4e60<\/mark>\u548c\u7edf\u8ba1\u5efa\u6a21\u7684\u80fd\u529b\u5207\u5b9e\u5730\u8d8a\u6765\u8d8a\u5f3a\u5927\u3002\u6211\u8ba4\u4e3a\u6211\u4eec\u662f\u673a\u5668\u5b66\u4e60<\/mark>\u548c AI \u4e16\u4ee3\uff0c\u800c\u73b0\u5728\u662f\u6df1\u5ea6\u5b66\u4e60<\/mark>\u4e16\u4ee3\u3002\u673a\u5668\u5b66\u4e60<\/mark>\u662f\u6df1\u5ea6\u5b66\u4e60<\/mark>\u7684\u5148\u9a71\u3002<\/p>\n

\u5728\u6211\u535a\u58eb\u7ed3\u675f\u5f00\u59cb\u52a9\u7406\u6559\u6388\u751f\u6daf\u7684\u90a3\u6bb5\u65f6\u95f4\uff0c\u6709\u4e00\u4e2a\u4e4b\u524d\u5e38\u88ab\u4eba\u5ffd\u89c6\u7684\u56e0\u7d20\u5f00\u59cb\u751f\u6548\u4e86\uff0c\u90a3\u5c31\u662f\u6570\u636e\u3002\u6211\u5b9e\u9a8c\u5ba4\u7684\u5b66\u751f\u53ef\u80fd\u6bd4\u5927\u591a\u6570\u4eba\u66f4\u65e9\u610f\u8bc6\u5230\u4e86\u8fd9\u4e2a\u57fa\u672c\u70b9\uff1a\u5982\u679c\u8ba9\u6570\u636e\u9a71\u52a8\u6a21\u578b\uff0c\u5c31\u53ef\u4ee5\u91ca\u653e\u51fa\u524d\u6240\u672a\u89c1\u7684\u529b\u91cf\u3002\u8fd9\u5c31\u662f\u57fa\u4e8e ImageNet \u7684\u7814\u7a76\u75af\u72c2\u53d1\u5c55\u7684\u539f\u56e0\u3002<\/p>\n

\u90a3\u65f6\u5019\uff0c\u8ba1\u7b97\u673a\u89c6\u89c9<\/mark>\u548c NLP \u793e\u533a\u90fd\u6709\u5404\u81ea\u7684\u6570\u636e\u96c6\uff0c\u90fd\u5f88\u5c0f\u3002\u4f46\u53ea\u8981\u80fd\u83b7\u5f97\u4e92\u8054\u7f51\u89c4\u6a21\u7684\u6570\u636e\u96c6\uff0c\u5c31\u5fc5\u5b9a\u5927\u6709\u4f5c\u4e3a\u3002\u5e78\u8fd0\u7684\u662f\uff0c\u90a3\u65f6\u5019\uff0c\u4e92\u8054\u7f51\u65f6\u4ee3\u4e5f\u6b63\u5728\u5230\u6765\u3002\u5728\u90a3\u80a1\u6d6a\u6f6e\u4e2d\uff0c\u6211\u6765\u5230\u4e86\u65af\u5766\u798f\u3002<\/p>\n

\u4e3b\u6301\u4eba<\/strong>\uff1a\u8fd9\u5c31\u662f\u65f6\u4ee3\u7684\u8f6c\u53d8\uff01\u56fe\u50cf\u5904\u7406<\/mark>\u662f\u4e00\u4e2a\u65f6\u4ee3\u3002Transformer \u548c Stable Diffusion \u90fd\u662f\u4e0d\u540c\u7684\u65f6\u4ee3\u3002\u8fd9\u4e9b\u6280\u672f\u89e3\u9501\u4e86\u6211\u4eec\u7684\u53d1\u5c55\u6f5c\u529b\uff0c\u53ef\u4ee5\u8fd9\u6837\u8bf4\u5417\uff1f\u8fd8\u662f\u8bf4\u6709\u5176\u5b83\u4e1c\u897f\u89e3\u9501\u4e86\u6211\u4eec\u7684\u53d1\u5c55\u6f5c\u529b\uff1f<\/p>\n

Johnson<\/strong>\uff1a\u6211\u8ba4\u4e3a\u771f\u6b63\u89e3\u9501\u53d1\u5c55\u6f5c\u529b\u7684\u6700\u5927\u56e0\u7d20\u662f\u8ba1\u7b97\u3002\u5c3d\u7ba1\u4eba\u4eec\u4e5f\u5e38\u63d0\u53ca\u8fd9\u4e00\u70b9\uff0c\u4f46\u6211\u8ba4\u4e3a\u4eba\u4eec\u8fd8\u662f\u4f4e\u4f30\u4e86\u5b83\u3002\u8fc7\u53bb\u5341\u5e74\u4e2d\uff0c\u8ba1\u7b97\u80fd\u529b\u7684\u589e\u957f\u4ee4\u4eba\u9707\u60ca\u3002\u7b2c\u4e00\u7bc7\u771f\u6b63\u88ab\u8ba4\u4e3a\u662f\u6df1\u5ea6\u5b66\u4e60<\/mark>\u8ba1\u7b97\u673a\u89c6\u89c9<\/mark>\u7a81\u7834\u65f6\u523b\u7684\u8bba\u6587\u662f AlexNet\uff0c\u8fd9\u662f 2012 \u5e74\u7684\u4e00\u7bc7\u8bba\u6587\u3002<\/p>\n

<\/a><\/section>\n

\u5176\u4e2d\u4e00\u4e2a\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc<\/mark><\/mark>\u5728 ImageNet \u6311\u6218\u4e2d\u8868\u73b0\u975e\u5e38\u51fa\u8272\uff0c\u5e76\u4e14\u8d85\u8d8a\u4e86\u98de\u98de\u7814\u7a76\u7684\u6240\u6709\u5176\u4ed6\u7b97\u6cd5\u3002AlexNet \u795e\u7ecf\u7f51\u7edc<\/mark>\u6709 6000 \u4e07\u53c2\u6570<\/mark>\uff0c\u5728 2 \u53f0 GTX580 \u4e0a\u8bad\u7ec3\u4e86 6 \u5929\uff0c\u90a3\u662f\u5f53\u65f6\u7684\u9876\u7ea7\u6d88\u8d39\u7ea7\u663e\u5361\uff0c\u4e8e 2010 \u5e74\u63a8\u51fa\u3002\u800c\u73b0\u5728\u6700\u5f3a\u5927\u7684\u5e94\u8be5\u662f\u82f1\u4f1f\u8fbe GB200\u3002\u731c\u731c\u770b GTX580 \u548c GB200 \u7684\u8ba1\u7b97\u80fd\u529b\u5dee\u591a\u5c11\u500d\uff1f\u6570\u5343\u500d\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u5982\u679c\u5728\u5355\u53f0 GB200 \u4e0a\u8bad\u7ec3 AlexNet\uff0c\u6240\u9700\u65f6\u95f4\u4e0d\u8d85\u8fc7 5 \u5206\u949f\u3002<\/p>\n

\u674e\u98de\u98de<\/mark><\/strong>\uff1a2012 \u5e74 AlexNet \u5728 ImageNet \u4e0a\u53d6\u5f97\u7684\u7a81\u7834\u5f70\u663e\u4e86\u4e00\u4e2a\u975e\u5e38\u7ecf\u5178\u7684\u6a21\u5f0f\u3002\u8981\u77e5\u9053\uff0c\u5377\u79ef\u795e\u7ecf\u7f51\u7edc<\/mark>\u53d1\u8868\u4e8e 1980 \u5e74\u4ee3\u3002\u6211\u8bb0\u5f97\u6211\u5728\u8bfb\u7814\u7a76\u751f\u65f6\u8fd8\u5b66\u4e60\u8fc7\u5b83\uff0c\u5927\u6982\u6709 6\u30017 \u5c42\u3002AlexNet \u548c\u65e9\u671f\u5377\u79ef\u795e\u7ecf\u7f51\u7edc<\/mark>\u7684\u552f\u4e00\u533a\u522b\u5c31\u662f\u6709\u66f4\u5f3a\u5927\u7684 GPU \u548c\u66f4\u591a\u6570\u636e\u3002<\/p>\n

\u4e3b\u6301\u4eba<\/strong>\uff1a\u662f\u7684\uff0c\u6211\u76f8\u4fe1\u5927\u5bb6\u90fd\u77e5\u9053\u90a3\u4e2a\u8457\u540d\u7684\u300c\u82e6\u6da9\u7684\u6559\u8bad<\/strong>\u300d\u3002\u4e5f\u5c31\u662f\u5bf9\u4e8e\u4e00\u4e2a\u7b97\u6cd5\uff0c\u4e0d\u8981\u541d\u60dc\u8ba1\u7b97\uff0c\u8981\u5c3d\u53ef\u80fd\u5730\u4f7f\u7528\u6240\u6709\u53ef\u7528\u7684\u8ba1\u7b97\u3002\u53e6\u4e00\u4e2a\u65b9\u9762\u662f\u6570\u636e\uff0c\u4f60\u4eec\u600e\u4e48\u770b<\/p>\n

Johnson<\/strong>\uff1a\u662f\u7684\uff0c\u6570\u636e\u5f88\u91cd\u8981\u3002\u5728\u6211\u770b\u6765\uff0c\u6570\u636e\u65b9\u9762\u4e5f\u5206\u4e3a\u4e24\u4e2a\u65f6\u4ee3\u3002\u7b2c\u4e00\u4e2a\u65f6\u4ee3\u662f ImageNet \u4e3a\u4ee3\u8868\u7684\u76d1\u7763\u5b66\u4e60<\/mark>\u4e16\u4ee3\u3002\u8fd9\u65f6\u5019\uff0c\u6211\u4eec\u7a7a\u6709\u5927\u91cf\u6570\u636e\uff0c\u5374\u4e0d\u77e5\u9053\u5982\u4f55\u4f7f\u7528\u5b83\u4eec \u2014\u2014 \u6211\u4eec\u80fd\u83b7\u5f97\u5927\u91cf\u56fe\u50cf\u6570\u636e\uff0c\u4f46\u9700\u8981\u4eba\u4eec\u53bb\u6807\u6ce8\u5b83\u4eec\u3002\u800c\u5728\u65b0\u7684\u65f6\u4ee3\uff0c\u6211\u4eec\u4e0d\u518d\u9700\u8981\u4eba\u7c7b\u6807\u6ce8\u5c31\u80fd\u8fdb\u884c\u8bad\u7ec3\u3002<\/p>\n

\u4e3b\u6301\u4eba<\/strong>\uff1a\u6211\u6ca1\u6709 AI \u80cc\u666f\uff0c\u4f46\u542c\u8d77\u6765\u4f60\u4f3c\u4e4e\u8fd8\u662f\u8981\u4f7f\u7528\u4eba\u7c7b\u6807\u6ce8\u7684\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\uff0c\u53ea\u662f\u8fd9\u4e9b\u6807\u6ce8\u662f\u9690\u5f0f\u7684\u3002<\/p>\n

\u674e\u98de\u98de<\/mark><\/strong>\uff1a\u4ece\u54f2\u5b66\u89d2\u5ea6\u770b\uff0c\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u91cd\u8981\u7684\u95ee\u9898\u3002\u4f46\u5b9e\u9645\u4e0a\u8fd9\u4e2a\u8bf4\u6cd5\u66f4\u9002\u7528\u4e8e\u8bed\u8a00\uff0c\u800c\u4e0d\u662f\u50cf\u7d20\u3002<\/p>\n

\u4e3b\u6301\u4eba<\/strong>\uff1a\u662f\u7684\uff0c\u6240\u4ee5\u8bf4\u89c6\u9891\u7247\u6bb5\u8fd8\u662f\u6709\u4eba\u7c7b\u6807\u6ce8\u7684\u3002\u6ce8\u610f\u529b\u5c31\u662f\u4eba\u7c7b\u5df2\u7ecf\u641e\u6e05\u695a\u4e86\u4e8b\u7269\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u7136\u540e\u8ba9 AI \u5b66\u4e60\u5b83\u4eec\u3002\u53ea\u662f\u8fd9\u4e9b\u6807\u6ce8\u662f\u9690\u5f0f\u7684\u3002<\/p>\n

Johnson<\/strong>\uff1a\u53ef\u4ee5\u8fd9\u4e48\u8bf4\u3002\u4f46\u533a\u522b\u5728\u4e8e\uff0c\u5728\u76d1\u7763\u5b66\u4e60<\/mark>\u65f6\u4ee3\uff0c\u5b66\u4e60\u4efb\u52a1\u4f1a\u53d7\u5230\u66f4\u591a\u9650\u5236\u3002\u56e0\u4e3a\u5f53\u65f6\u5bf9\u6570\u636e\u7684\u6807\u6ce8\u5fc5\u987b\u975e\u5e38\u51c6\u786e\uff0c\u98de\u98de\u5f53\u65f6\u5c31\u8981\u548c\u5979\u7684\u5b66\u751f\u4eec\u82b1\u5f88\u591a\u65f6\u95f4\u53bb\u60f3\u8be5\u628a\u54ea\u4e9b\u5206\u7c7b\u653e\u5165 ImageNet \u6311\u6218\u4e4b\u4e2d\u3002<\/p>\n

\u4e3b\u6301\u4eba<\/strong>\uff1a\u8fc7\u53bb\u90fd\u662f\u9884\u6d4b\u5efa\u6a21\uff0c\u5927\u6982\u56db\u5e74\u524d\uff0c\u6211\u4eec\u5f00\u59cb\u8fdb\u5165\u751f\u6210\u5f0f AI \u65f6\u4ee3\u3002\u5728\u6211\u770b\u6765\uff0c\u5b83\u4eec\u975e\u5e38\u4e0d\u4e00\u6837\u3002\u4f46\u4f60\u4eec\u8ba4\u4e3a\u8fd9\u4e9b\u662f\u8fde\u7eed\u53d1\u5c55\u7684\u8fc7\u7a0b\u5417\uff1f<\/p>\n

\u674e\u98de\u98de<\/strong><\/strong>\uff1a\u8fd9\u4e2a\u95ee\u9898\u5f88\u6709\u8da3\u3002\u5b9e\u9645\u4e0a\u5728\u6211\u8bfb\u7814\u7a76\u751f\u65f6\uff0c\u751f\u6210\u5f0f\u6a21\u578b\u5c31\u5df2\u7ecf\u5b58\u5728\u4e86\u3002\u6211\u4eec\u5f53\u65f6\u5c1d\u8bd5\u8fc7\u505a\u751f\u6210\u5f0f\u6a21\u578b\uff0c\u751f\u6210\u5b57\u6bcd\u548c\u6570\u5b57\u4e4b\u7c7b\u7684\uff0c\u4f46\u6ca1\u4eba\u8bb0\u5f97\u4e86\u3002\u4f46\u6211\u4eec\u786e\u5b9e\u5c1d\u8bd5\u8fc7\uff0cGeoffrey Hinton \u5199\u8fc7\u8fd9\u65b9\u9762\u7684\u8bba\u6587\u3002\u5b9e\u9645\u4e0a\uff0c\u5982\u679c\u4f60\u4ece\u6982\u7387\u5206\u5e03<\/mark>\u7684\u89d2\u5ea6\u6765\u601d\u8003\uff0c\u90a3\u4e48\u5c31\u53ef\u4ee5\u4ece\u6570\u5b66\u4e0a\u8fdb\u884c\u751f\u6210\u3002\u53ea\u662f\u8fd9\u6837\u7684\u751f\u6210\u7ed3\u679c\u4e0d\u4f1a\u7ed9\u4eba\u7559\u4e0b\u6df1\u523b\u5370\u8c61\u3002\u6240\u4ee5\u751f\u6210\u7684\u6982\u5ff5\u5728\u6570\u5b66\u548c\u7406\u8bba\u4e0a\u65e9\u5df2\u5b58\u5728\uff0c\u4f46\u6ca1\u6709\u4efb\u4f55\u4f5c\u7528\u3002\u8fd9\u91cc\u5c31\u8981\u8bf4\u5230 Justin \u7684\u535a\u58eb\u751f\u6daf\u4e86\u3002\u4ed6\u7684\u535a\u58eb\u751f\u6daf\u5c31\u53cd\u6620\u4e86\u8fd9\u4e2a\u9886\u57df\u7684\u6545\u4e8b\u3002\u4ed6\u7684\u7b2c\u4e00\u4e2a\u9879\u76ee\u662f\u4e00\u4e2a\u6570\u636e\u9879\u76ee\uff0c\u6211\u5f3a\u8feb\u4ed6\u505a\u7684\uff0c\u4ed6\u4e0d\u559c\u6b22\u3002<\/p>\n

Johnson<\/strong>\uff1a\u56de\u60f3\u8d77\u6765\uff0c\u6211\u5b66\u5230\u4e86\u5f88\u591a\u975e\u5e38\u6709\u7528\u7684\u4e1c\u897f\u3002<\/p>\n

\u674e\u98de\u98de<\/mark><\/strong>\uff1a\u6211\u5f88\u9ad8\u5174\u4f60\u73b0\u5728\u8fd9\u4e48\u8bf4\u3002\u6240\u4ee5\u6211\u8ba9 Justin \u8f6c\u5411\u4e86\u6df1\u5ea6\u5b66\u4e60<\/mark>\uff0c\u4ed6\u7814\u7a76\u7684\u662f\u57fa\u4e8e\u56fe\u50cf\u751f\u6210\u6587\u672c\u3002<\/p>\n

Johnson<\/strong>\uff1a\u5b9e\u9645\u4e0a\u8fd9\u4e2a\u6545\u4e8b\u5206\u4e3a\u4e09\u4e2a\u9636\u6bb5\u3002\u7b2c\u4e00\u4e2a\u9636\u6bb5\u662f\u56fe\u50cf – \u6587\u672c\u5339\u914d\u3002\u5b9e\u9645\u4e0a\u6211\u535a\u58eb\u9636\u6bb5\u7684\u7b2c\u4e00\u7bc7\u8bba\u6587\u548c\u7b2c\u4e00\u4efd\u5b66\u672f\u51fa\u7248\u7269\u5c31\u662f\u5173\u4e8e\u4f7f\u7528 Scene Graph \u8fdb\u884c\u56fe\u50cf\u68c0\u7d22<\/mark>\u3002<\/p>\n

\u674e\u98de\u98de<\/mark><\/strong>\uff1a\u4e4b\u540e\u6211\u4eec\u5f00\u59cb\u7814\u7a76\u57fa\u4e8e\u50cf\u7d20\u751f\u6210\u6587\u672c\uff0c\u4f46\u8fd9\u4ecd\u7136\u662f\u4e00\u79cd\u975e\u5e38\u6709\u635f\u7684\u65b9\u5f0f\uff0c\u65e0\u6cd5\u5c06\u50cf\u7d20\u4e16\u754c\u7684\u4fe1\u606f\u6709\u6548\u5730\u8f6c\u79fb\u5230\u6587\u672c\u4e16\u754c\u3002\u800c Justin \u5728\u6b64\u505a\u4e86\u4e00\u9879\u975e\u5e38\u8457\u540d\u7684\u7814\u7a76\uff0c\u6210\u529f\u5730\u8ba9\u8fd9\u4e2a\u8fc7\u7a0b\u505a\u5230\u4e86\u5b9e\u65f6\u5b9e\u73b0\u3002<\/p>\n

Johnson<\/strong>\uff1a2015 \u5e74\u65f6\u6709\u4e00\u7bc7\u8bba\u6587\uff0c\u662f Leon Gatys \u7b49\u4eba\u63d0\u51fa\u7684\u4e00\u79cd\u5b9e\u73b0\u827a\u672f\u98ce\u683c\u7684\u795e\u7ecf\u7b97\u6cd5\u3002\u8be5\u7b97\u6cd5\u53ef\u4ee5\u5c06\u771f\u5b9e\u7167\u7247\u8f6c\u6362\u6210\u68b5\u9ad8\u98ce\u683c\u3002\u73b0\u5728\u6211\u4eec\u5df2\u7ecf\u4e60\u60ef\u4e86\u8fd9\u6837\u7684\u5e94\u7528\uff0c\u4f46\u5728 2015 \u5e74\uff0c\u8fd9\u5f88\u6709\u5f00\u521b\u6027\u3002\u90a3\u5929\u8fd9\u7bc7\u8bba\u6587\u51fa\u73b0\u5728 arXiv \u91cc\u9762\uff0c\u8ba9\u6211\u8111\u6d1e\u5927\u5f00\u3002\u6211\u5f53\u65f6\u60f3\uff0c\u6211\u4e00\u5b9a\u8981\u7406\u89e3\u8fd9\u4e2a\u7b97\u6cd5\u3002\u6211\u60f3\u73a9\u8fd9\u4e2a\u7b97\u6cd5\uff0c\u6211\u60f3\u628a\u6211\u81ea\u5df1\u7684\u5f62\u8c61\u5236\u4f5c\u6210\u68b5\u9ad8\u98ce\u683c\u3002\u7136\u540e\u6211\u4ed4\u7ec6\u7814\u8bfb\u4e86\u8fd9\u7bc7\u8bba\u6587\uff0c\u5e76\u5728\u4e00\u4e2a\u5468\u672b\u91cc\u91cd\u65b0\u5b9e\u73b0\u4e86\u5b83\uff0c\u7406\u89e3\u4e86\u5b83\u7684\u5de5\u4f5c\u65b9\u5f0f\u3002<\/p>\n

<\/a><\/section>\n

\u8fd9\u5b9e\u9645\u4e0a\u662f\u4e00\u4e2a\u975e\u5e38\u7b80\u5355\u7684\u7b97\u6cd5\uff0c\u5927\u6982\u5c31 300 \u884c Lua \u4ee3\u7801\u3002\u867d\u7136\u7b80\u5355\uff0c\u4f46\u901f\u5ea6\u5f88\u6162\u3002\u8fd9\u5c31\u662f\u4e00\u4e2a\u4f18\u5316\u8fc7\u7a0b\u3002\u5982\u679c\u60f3\u8981\u751f\u6210\u4e00\u5f20\u56fe\u50cf\uff0c\u5c31\u9700\u8981\u8fd0\u884c\u8fd9\u4e2a\u4f18\u5316\u5faa\u73af\u3002\u751f\u6210\u7684\u56fe\u50cf\u5f88\u6f02\u4eae\uff0c\u4f46\u6211\u60f3\u8ba9\u8fd9\u4e2a\u8fc7\u7a0b\u66f4\u5feb\u4e00\u70b9\u3002\u5f53\u65f6\u6211\u548c\u5176\u4ed6\u4e00\u4e9b\u4eba\u60f3\u51fa\u4e86\u591a\u79cd\u4e0d\u540c\u7684\u65b9\u6cd5\u6765\u52a0\u901f\u8fd9\u4e00\u8fc7\u7a0b\u3002\u4f46\u6211\u60f3\u51fa\u7684\u90a3\u4e2a\u5438\u5f15\u4e86\u5f88\u591a\u5173\u6ce8\u3002<\/p>\n

\u674e\u98de\u98de<\/mark><\/strong>\uff1a\u6211\u4e3a Justin \u611f\u5230\u81ea\u8c6a\u3002\u6211\u4e5f\u4e3a\u4ed6\u5728\u535a\u58eb\u9636\u6bb5\u505a\u7684\u6700\u540e\u4e00\u4e2a\u5de5\u4f5c\u611f\u5230\u81ea\u8c6a\u3002\u90a3\u5c31\u662f\u751f\u6210\u5f0f AI \u9886\u57df\u65b9\u9762\u7684\u7814\u7a76\uff1a\u57fa\u4e8e\u8f93\u5165\u7684\u8bed\u8a00\u751f\u6210\u753b\u9762\u3002\u8fd9\u662f\u6700\u65e9\u671f\u7684\u751f\u6210\u5f0f AI \u7814\u7a76\u4e4b\u4e00\u3002\u90a3\u65f6\u5019\u7528\u7684\u6a21\u578b\u662f\u751f\u6210\u5bf9\u6297<\/mark>\u7f51\u7edc\uff08GAN\uff09\u3002\u8fd9\u5f88\u96be\u7528\uff0c\u5e76\u4e14\u4f7f\u7528\u7684\u8bed\u8a00\u4e5f\u4e0d\u662f\u81ea\u7136\u8bed\u8a00\uff0c\u800c\u662f\u5fc5\u987b\u8f93\u5165\u4e00\u4e2a scene graph \u8bed\u8a00\u7ed3\u6784\u3002\u6240\u4ee5\u53ef\u4ee5\u770b\u5230\uff0c\u4ece\u5339\u914d\u5230\u98ce\u683c\u8fc1\u79fb\u518d\u5230\u751f\u6210\uff0c\u8fd9\u662f\u4e00\u4e2a\u8fde\u7eed\u6f14\u8fdb\u7684\u8fc7\u7a0b\uff1b\u4f46\u5728\u5916\u90e8\u4e16\u754c\u770b\u6765\uff0c\u8fd9\u4e9b\u5c31\u50cf\u662f\u7a81\u7136\u53d1\u751f\u7684\u4e00\u6837\u3002<\/p>\n

<\/a><\/section>\n

\u4e3b\u6301\u4eba<\/strong>\uff1a\u73b0\u5728\u4f60\u4eec\u521b\u7acb\u7684 World Labs \u7814\u7a76\u7684\u662f\u7a7a\u95f4\u667a\u80fd\u3002\u4f60\u4eec\u4e3a\u4ec0\u4e48\u51b3\u5b9a\u8fd9\u4e48\u505a\uff1f<\/p>\n

\u674e\u98de\u98de<\/mark><\/strong>\uff1a\u6211\u5728\u6211\u7684\u4e66\u4e5f\u5199\u5230\u4e86\uff0c\u6211\u7684\u6574\u4e2a\u5b66\u672f\u4e4b\u65c5\u5b9e\u9645\u4e0a\u5c31\u662f\u5bfb\u627e\u5317\u6781\u661f\u7684\u6fc0\u60c5\uff0c\u6211\u4e5f\u76f8\u4fe1\u8fd9\u4e9b\u5317\u6781\u661f\u5bf9\u6211\u4eec\u9886\u57df\u7684\u53d1\u5c55\u81f3\u5173\u91cd\u8981\u3002\u5728\u6211\u7814\u7a76\u751f\u6bd5\u4e1a\u540e\uff0c\u6211\u7684\u5317\u6781\u661f\u662f\u8bb2\u8ff0\u56fe\u50cf\u6545\u4e8b\uff0c\u8fd9\u662f\u975e\u5e38\u91cd\u8981\u7684\u89c6\u89c9\u667a\u80fd\u3002\u800c\u89c6\u89c9\u667a\u80fd\u662f AI \u548c AGI \u7684\u91cd\u8981\u7ec4\u6210\u90e8\u5206\u3002\u6240\u4ee5\u5f53 Andrej \u548c Justin \u505a\u5230\u8fd9\u4e00\u70b9\u65f6\uff0c\u6211\u60f3\u7684\u662f\uff1a\u5929\u5566\uff0c\u90a3\u662f\u6211\u7684\u4eba\u751f\u68a6\u60f3\uff01\u6211\u63a5\u4e0b\u6765\u505a\u4ec0\u4e48\uff1f\u5b83\u6765\u5f97\u6bd4\u6211\u9884\u60f3\u7684\u5feb\uff0c\u6211\u4ee5\u4e3a\u8fd8\u8981\u518d\u8fc7 100 \u5e74\u5462\u3002<\/p>\n

<\/a><\/section>\n

\u89c6\u89c9\u667a\u80fd\u662f\u6211\u7684\u70ed\u60c5\u6240\u5728\u3002\u56e0\u4e3a\u6211\u76f8\u4fe1\u5bf9\u4e8e\u6bcf\u4e2a\u667a\u80fd\u4f53\uff0c\u6bd4\u5982\u4eba\u3001\u673a\u5668\u4eba\u6216\u5176\u4ed6\u5f62\u5f0f\uff09\u800c\u8a00\uff0c\u77e5\u9053\u5982\u4f55\u770b\u4e16\u754c\u3001\u63a8\u7406\u4e16\u754c\u3001\u5728\u5176\u4e2d\u4e92\u52a8\u662f\u975e\u5e38\u91cd\u8981\u7684 \u2014\u2014 \u65e0\u8bba\u662f\u5bfc\u822a\u3001\u64cd\u7eb5\u8fd8\u662f\u5236\u9020\u4e1c\u897f\uff0c\u751a\u81f3\u5efa\u7acb\u6587\u660e\u3002\u89c6\u89c9\u7a7a\u95f4\u667a\u80fd\u975e\u5e38\u6839\u672c\uff0c\u4e0e\u8bed\u8a00\u4e00\u6837\u6839\u672c\u3002\u6240\u4ee5\u5f88\u81ea\u7136\uff0c\u6211\u4eec World Labs \u8981\u505a\u7684\u5c31\u662f\u89e3\u9501\u7a7a\u95f4\u667a\u80fd\uff0c\u8fd9\u5c31\u662f\u6211\u4eec\u7684\u5317\u6781\u661f\u3002\u73b0\u5728\u5c31\u662f\u505a\u8fd9\u4ef6\u4e8b\u7684\u65f6\u5019\u3002\u5c31\u50cf Justin \u8bf4\u7684\uff0c\u6211\u4eec\u73b0\u5728\u5df2\u7ecf\u6709\u4e86\u8ba1\u7b97\uff0c\u5bf9\u6570\u636e\u6709\u4e86\u66f4\u6df1\u5ea6\u7684\u7406\u89e3\uff0c\u5728\u7b97\u6cd5\u65b9\u9762\u4e5f\u6709\u4e00\u4e9b\u8fdb\u6b65\u3002\u6211\u4eec\u8fd8\u6709 Christoph Lassner \u548c Ben Mildenhall \u8fd9\u4e24\u4f4d\u7ad9\u5728\u7814\u7a76\u524d\u6cbf\u7684\u8054\u5408\u521b\u59cb\u4eba\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u6b63\u5904\u4e8e\u6b63\u786e\u7684\u65f6\u523b\u3002<\/p>\n

\u4e3b\u6301\u4eba<\/strong>\uff1a\u53ef\u4ee5\u66f4\u6e05\u6670\u5730\u63cf\u8ff0\u4e00\u4e0b\u4ec0\u4e48\u662f\u7a7a\u95f4\u667a\u80fd\u5417\uff1f<\/p>\n

Johnson<\/strong>\uff1a\u7a7a\u95f4\u667a\u80fd\u662f\u673a\u5668\u5728\u4e09\u7ef4\u7a7a\u95f4\u548c\u65f6\u95f4\u4e2d\u4ee5\u4e09\u7ef4\u65b9\u5f0f\u611f\u77e5<\/mark>\u3001\u63a8\u7406\u548c\u884c\u52a8\u7684\u80fd\u529b<\/strong>\uff0c\u8fd9\u80fd\u5e2e\u52a9\u5b83\u7406\u89e3\u4e8b\u7269\u5728\u4e09\u7ef4\u7a7a\u95f4\u548c\u65f6\u95f4\uff084D\uff09\u4e2d\u7684\u4f4d\u7f6e\uff0c\u4e8b\u7269\u7684\u4ea4\u4e92\u65b9\u5f0f\u3002\u8fd9\u662f\u5c06 AI \u4ece\u5927\u578b\u6570\u636e\u4e2d\u5fc3\u5e26\u51fa\u6765\uff0c\u653e\u5165 3D\/4D \u4e16\u754c\u4e2d\uff0c\u4f7f\u5176\u7406\u89e3\u8fd9\u4e2a\u4e16\u754c\u7684\u4e30\u5bcc\u6027\u3002<\/p>\n

\u4e3b\u6301\u4eba<\/strong>\uff1a\u4f60\u4eec\u56db\u4f4d\u73b0\u5728\u51fa\u6765\u521b\u7acb\u516c\u53f8\uff0c\u4e3a\u4ec0\u4e48\u8bf4\u73b0\u5728\u662f\u6b63\u786e\u7684\u65f6\u523b\uff1f<\/p>\n

Johnson<\/strong>\uff1a\u8fc7\u53bb\u5341\u5e74\u7684\u91cd\u70b9\u662f\u7406\u89e3\u5df2\u7ecf\u5b58\u5728\u7684\u6570\u636e\uff0c\u4f46\u63a5\u4e0b\u6765\u7684\u5341\u5e74\u5c06\u662f\u5173\u4e8e\u7406\u89e3\u65b0\u7684\u6570\u636e\u3002\u6211\u4eec\u5df2\u7ecf\u6709\u8db3\u591f\u7684\u786c\u4ef6\u8bbe\u5907\u548c\u4f20\u611f\u5668\u6765\u5e2e\u52a9\u6211\u4eec\u7406\u89e3\u8fd9\u4e2a\u4e16\u754c\u3002<\/p>\n

\u5728 2014 \u5e74\uff0c\u6211\u548c Andrej Karpathy \u505a\u8fc7\u4e00\u4e9b\u65e9\u671f\u7684\u8bed\u8a00\u5efa\u6a21\u5de5\u4f5c\uff0c\u6bd4\u5982 LSTM\uff08\u957f\u77ed\u671f\u8bb0\u5fc6\u7f51\u7edc<\/mark>\uff09\u3001RNN\uff08\u5faa\u73af\u795e\u7ecf\u7f51\u7edc<\/mark>\uff09\u548c GRU\uff08\u95e8\u63a7\u5faa\u73af\u5355\u5143<\/mark>\uff09\uff0c\u90a3\u662f\u5728 Transformer \u4e4b\u524d\u7684\u65f6\u4ee3\u3002\u4f46\u5927\u7ea6\u5728 GPT-2<\/mark> \u51fa\u73b0\u65f6\uff0c\u8fd9\u7c7b\u6a21\u578b\u5df2\u7ecf\u65e0\u6cd5\u5728\u5b66\u672f\u754c\u7ee7\u7eed\u8fdb\u884c\u7814\u7a76\u4e86\uff0c\u56e0\u4e3a\u5b83\u4eec\u9700\u8981\u7684\u7b97\u529b\u592a\u591a\u4e86\u3002<\/p>\n

\u4e0d\u8fc7\uff0cBen \u63d0\u51fa\u7684 Nerf \u65b9\u6cd5\u975e\u5e38\u6709\u8da3\uff0c\u56e0\u4e3a\u4f60\u53ef\u4ee5\u5728\u4e00\u4e24\u4e2a\u5c0f\u65f6\u5185\u5728\u5355\u4e2a GPU \u4e0a\u8bad\u7ec3\u8fd9\u4e9b\u6a21\u578b\u3002\u90a3\u65f6\u8bb8\u591a\u7814\u7a76\u8005\u5f00\u59cb\u5173\u6ce8\u8fd9\u4e9b\u95ee\u9898\uff0c\u56e0\u4e3a\u6838\u5fc3\u7684\u7b97\u6cd5\u95ee\u9898\u8fd8\u6ca1\u6709\u89e3\u51b3\uff0c\u5e76\u4e14\u4f60\u5b9e\u9645\u4e0a\u53ef\u4ee5\u5728\u4e0d\u9700\u8981\u5927\u91cf\u8ba1\u7b97\u8d44\u6e90\u7684\u60c5\u51b5\u4e0b\u53d6\u5f97\u6210\u679c\u3002\u56e0\u4e3a\u53ea\u9700\u8981\u4e00\u4e2a GPU \u5c31\u80fd\u8fbe\u5230 SOTA\uff0c\u6240\u4ee5\u5f88\u591a\u5b66\u672f\u754c\u7684\u7814\u7a76\u8005\u5f00\u59cb\u8f6c\u5411\u601d\u8003\u5982\u4f55\u5728 Nerf \u63a8\u52a8\u6838\u5fc3\u7b97\u6cd5\u7684\u8fdb\u6b65\u3002<\/p>\n

\u5b9e\u9645\u4e0a\uff0c\u6211\u5728\u535a\u58eb\u671f\u95f4\u4e0e\u98de\u98de\u4ea4\u6d41\u65f6\uff0c\u53d1\u73b0\u6211\u4eec\u4e0d\u7ea6\u800c\u540c\u5730\u8fbe\u6210\u4e86\u76f8\u4f3c\u7684\u7ed3\u8bba\u3002<\/p>\n

\u4e3b\u6301\u4eba<\/strong>\uff1a\u5979\u975e\u5e38\u6709\u8bf4\u670d\u529b\u3002<\/p>\n

Johnson<\/strong>\uff1a\u662f\u7684\uff08\u7b11\uff09\u3002\u5f53\u65f6\u6211\u4eec\u90fd\u5728\u601d\u8003\u5982\u4f55\u4ece\u5bfc\u5e08\u90a3\u91cc\u627e\u5230\u81ea\u5df1\u7684\u72ec\u7acb\u7814\u7a76\u65b9\u5411\uff0c\u7ed3\u679c\u6211\u4eec\u6700\u540e\u627e\u5230\u7684\u662f\u76f8\u4f3c\u7684\u7814\u7a76\u8def\u5f84\u3002<\/p>\n

\u674e\u98de\u98de<\/mark><\/strong>\uff1a\u5bf9\u6211\u6765\u8bf4\uff0c\u80fd\u4e0e\u6700\u806a\u660e\u7684\u4eba\u8ba8\u8bba\u95ee\u9898\uff0c\u6211\u9996\u5148\u60f3\u5230\u7684\u5c31\u662f Justin\u3002\u8fd9\u6beb\u65e0\u7591\u95ee\uff08\u7b11\uff09\u3002<\/p>\n

\u4e3b\u6301\u4eba<\/strong>\uff1a\u8bed\u8a00\u6a21\u578b<\/mark>\u7684\u65b9\u6cd5\u73b0\u5728\u5f88\u6d41\u884c\u3002\u8fd9\u4e24\u8005\u662f\u4e92\u8865\u7684\u5417\uff1f\u8fd8\u662f\u5b8c\u5168\u72ec\u7acb\u7684\uff1f\u6bd4\u5982\u5927\u5bb6\u90fd\u77e5\u9053 OpenAI\u3001GPT \u4ee5\u53ca\u591a\u6a21\u6001\u6a21\u578b\uff0c\u90a3\u4e48\u5b83\u4eec\u662f\u4e0d\u662f\u5df2\u7ecf\u8fbe\u5230\u4e86\u6211\u4eec\u60f3\u8981\u7684\u7a7a\u95f4\u63a8\u7406\u80fd\u529b\u5462\uff1f<\/p>\n

Johnson<\/strong>\uff1a\u8981\u56de\u7b54\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u4eec\u5f97\u7a0d\u5fae\u89e3\u5f00\u4e00\u4e0b\u8fd9\u4e9b\u7cfb\u7edf\u80cc\u540e\u7684\u300c\u9ed1\u7bb1\u300d\u3002\u5bf9\u4e8e\u8bed\u8a00\u6a21\u578b<\/mark>\u548c\u5982\u4eca\u7684\u591a\u6a21\u6001\u8bed\u8a00\u6a21\u578b<\/mark>\uff0c\u5b83\u4eec\u7684\u5e95\u5c42\u8868\u793a\u5f62\u5f0f\u662f\u4ee5\u4e00\u7ef4\u7684\u65b9\u5f0f\u5b58\u5728\u7684\u3002<\/p>\n

\u6211\u4eec\u8c08\u8bba\u4e0a\u4e0b\u6587\u957f\u5ea6\u3001\u8c08\u8bba Transformer \u548c\u5e8f\u5217\u4ee5\u53ca\u6ce8\u610f\u529b\u673a\u5236<\/mark>\u3002\u5b83\u4eec\u7684\u57fa\u7840\u662f\u5bf9\u4e16\u754c\u7684\u4e00\u7ef4\u8868\u793a\u3002\u8fd9\u5728\u5904\u7406\u8bed\u8a00\u65f6\u662f\u975e\u5e38\u81ea\u7136\u7684\uff0c\u56e0\u4e3a\u4e66\u5199\u7684\u6587\u672c\u672c\u8d28\u4e0a\u662f\u4e00\u7ef4\u7684\u3001\u7531\u79bb\u6563\u5b57\u7b26\u7ec4\u6210\u7684\u5e8f\u5217\u3002\u8fd9\u79cd\u5e95\u5c42\u8868\u793a\u5f62\u5f0f\u662f\u4fc3\u6210\u5927\u578b\u8bed\u8a00\u6a21\u578b<\/mark>\u53d1\u5c55\u7684\u539f\u56e0\u3002\u73b0\u5728\u7684\u591a\u6a21\u6001\u8bed\u8a00\u6a21\u578b<\/mark>\u5219\u628a\u5176\u4ed6\u6a21\u6001\u7684\u6570\u636e\u786c\u585e\u8fdb\u8fd9\u4e2a\u4e00\u7ef4\u7684\u5e8f\u5217\u8868\u793a\u4e2d\u3002<\/p>\n

\u800c\u5f53\u6211\u4eec\u8c08\u5230\u7a7a\u95f4\u667a\u80fd\u65f6\uff0c\u65b9\u5411\u5c31\u5b8c\u5168\u4e0d\u540c\u4e86\u3002\u6211\u4eec\u8ba4\u4e3a\u672c\u8d28\u4e0a\uff0c\u4e09\u7ef4\u5e94\u8be5\u6210\u4e3a\u8868\u793a\u7684\u6838\u5fc3<\/strong>\u3002\u4ece\u7b97\u6cd5\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u8fd9\u4e3a\u6211\u4eec\u63d0\u4f9b\u4e86\u4ee5\u4e0d\u540c\u65b9\u5f0f\u5904\u7406\u6570\u636e\u7684\u673a\u4f1a\uff0c\u5e76\u4ece\u4e2d\u83b7\u5f97\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u51fa\uff0c\u89e3\u51b3\u4e0d\u540c\u7684\u95ee\u9898\u3002\u4ece\u4e00\u4e2a\u7c97\u7565\u7684\u5c42\u9762\u4e0a\u770b\uff0c\u591a\u6a21\u6001\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b<\/mark>\uff08LLMs\uff09\u4e5f\u80fd\u5904\u7406\u56fe\u50cf\u3002\u6ca1\u9519\uff0c\u5b83\u4eec\u786e\u5b9e\u80fd\u505a\u5230\u3002\u4f46\u6211\u8ba4\u4e3a\uff0c\u8fd9\u4e9b\u65b9\u6cd5\u5e76\u6ca1\u6709\u5c06\u4e09\u7ef4\u8868\u793a\u4f5c\u4e3a\u5176\u6838\u5fc3\u65b9\u6cd5\u7684\u57fa\u7840\u3002<\/p>\n

\u674e\u98de\u98de<\/mark><\/strong>\uff1a\u6211\u5b8c\u5168\u8ba4\u540c Justin \u7684\u89c2\u70b9\u30021D \u548c 3D \u8868\u5f81\u662f\u6700\u6838\u5fc3\u7684\u533a\u522b\u4e4b\u4e00\u3002\u53e6\u4e00\u4ef6\u4e8b\u6709\u70b9\u54f2\u5b66\u610f\u5473\uff0c\u4f46\u81f3\u5c11\u5bf9\u6211\u6765\u8bf4\uff0c\u8bed\u8a00\u4ece\u6839\u672c\u4e0a\u6765\u8bf4\u662f\u4e00\u79cd\u7eaf\u7cb9\u751f\u6210\u7684\u4fe1\u53f7\u3002\u4e16\u754c\u4e0a\u672c\u6ca1\u6709\u8bed\u8a00 \u2014\u2014 \u5929\u4e0a\u6ca1\u6709\u6587\u5b57\u3002\u5bf9\u4e8e\u8bed\u8a00\uff0c\u65e0\u8bba\u4f60\u8f93\u5165\u4ec0\u4e48\u6570\u636e\uff0c\u90fd\u662f\u5728\u540c\u6837\u7684\u6570\u636e\u4e0a\u8fdb\u884c\u6cdb\u5316\uff0c\u8f93\u51fa\u540c\u6837\u7684\u6570\u636e\u3002\u8fd9\u5c31\u662f\u8bed\u8a00\u5230\u8bed\u8a00\u3002<\/p>\n

\u4f46\u5728 3D \u4e16\u754c\u4e0d\u4e00\u6837\uff0c3D \u4e16\u754c\u9075\u5faa\u7740\u7269\u7406\u5b9a\u5f8b\u3002\u7531\u4e8e\u6750\u6599\u548c\u8bb8\u591a\u5176\u4ed6\u539f\u56e0\uff0c\u5b83\u81ea\u5df1\u7684\u7ed3\u6784\u3002\u5e76\u4e14\u4ece\u6839\u672c\u4e0a\u652f\u6301\u8fd9\u4e9b\u4fe1\u606f\u5e76\u80fd\u591f\u8868\u793a\u548c\u751f\u6210\u5b83\uff0c\u8fd9\u4ece\u6839\u672c\u4e0a\u6765\u8bf4\u662f\u4e00\u4e2a\u5b8c\u5168\u4e0d\u540c\u7684\u95ee\u9898\u3002<\/p>\n

\u4e3b\u6301\u4eba<\/strong>\uff1a\u6240\u4ee5\u8bed\u8a00\u662f\u4e00\u7ef4\u7684\uff0c\u53ef\u80fd\u4e0d\u662f\u7269\u7406\u4e16\u754c\u7684\u6700\u4f73\u8868\u793a\u5f62\u5f0f\uff0c\u5b83\u53ef\u80fd\u635f\u5931\u4e86\u5f88\u591a\u4fe1\u606f\u542b\u91cf\u3002<\/p>\n

\u53e6\u4e00\u7c7b\u751f\u6210\u5f0f AI \u6a21\u578b\u662f\u57fa\u4e8e\u50cf\u7d20\u7684\uff0c\u5b83\u4eec\u5904\u7406\u7684\u662f 2D \u56fe\u50cf\u548c 2D \u89c6\u9891\u3002\u4f60\u53ef\u4ee5\u8bf4\uff0c\u5f53\u4f60\u770b\u4e00\u4e2a\u89c6\u9891\u65f6\uff0c\u5b83\u770b\u8d77\u6765\u50cf\u662f\u4e09\u7ef4\u7684\uff0c\u56e0\u4e3a\u4f60\u53ef\u4ee5\u5e73\u79fb\u76f8\u673a\u6216\u8fdb\u884c\u5176\u4ed6\u64cd\u4f5c\u3002\u90a3\u4e48\uff0c\u7a7a\u95f4\u667a\u80fd\u4e0e 2D \u89c6\u9891\u6709\u4ec0\u4e48\u4e0d\u540c\u5462\uff1f<\/p>\n

Johnson<\/strong>\uff1a\u601d\u8003\u8fd9\u4e2a\u95ee\u9898\u65f6\uff0c\u9700\u8981\u62c6\u89e3\u4e24\u4ef6\u4e8b\u3002\u7b2c\u4e00\u662f\u5e95\u5c42\u7684\u8868\u793a\u5f62\u5f0f\uff0c\u7b2c\u4e8c\u662f\u9762\u5411\u7528\u6237\u7684\u53ef\u64cd\u4f5c\u6027\u3002\u8fd9\u91cc\u6bd4\u8f83\u5bb9\u6613\u8ba9\u4eba\u611f\u5230\u56f0\u60d1\uff0c\u56e0\u4e3a\u4ece\u6839\u672c\u4e0a\u8bb2\uff0c\u6211\u4eec\u770b\u5230\u7684\u4e16\u754c\u662f\u4e8c\u7ef4\u7684\uff0c\u5bf9\u5427\uff1f<\/p>\n

\u5c31\u50cf\u6211\u4eec\u6709\u4e24\u53ea\u773c\u775b\uff0c\u6211\u4eec\u7684\u89c6\u7f51\u819c\u662f\u4e8c\u7ef4\u7ed3\u6784\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u7684\u89c6\u89c9\u7cfb\u7edf\u5b9e\u9645\u4e0a\u662f\u5728\u611f\u77e5<\/mark>\u4e8c\u7ef4\u56fe\u50cf\u3002\u4f46\u95ee\u9898\u5728\u4e8e\uff0c\u6839\u636e\u4f60\u4f7f\u7528\u7684\u8868\u793a\u5f62\u5f0f\uff0c\u4e0d\u540c\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u66f4\u81ea\u7136\u6216\u4e0d\u90a3\u4e48\u81ea\u7136\u7684\u64cd\u4f5c\u65b9\u5f0f\u3002\u5373\u4fbf\u6700\u7ec8\u4f60\u770b\u5230\u7684\u53ef\u80fd\u662f\u4e00\u4e2a\u4e8c\u7ef4\u56fe\u50cf\u6216\u89c6\u9891\uff0c\u80cc\u540e\u7684\u8868\u793a\u65b9\u5f0f\u51b3\u5b9a\u4e86\u5b83\u7684\u53ef\u64cd\u4f5c\u6027\u3002<\/p>\n

\u4f60\u7684\u5927\u8111\u5c06\u5176\u611f\u77e5<\/mark>\u4e3a\u4e09\u7ef4\u4e16\u754c\u7684\u6295\u5f71\u3002\u6bd4\u5982\u4f60\u60f3\u79fb\u52a8\u7269\u4f53\uff0c\u79fb\u52a8\u76f8\u673a\uff0c\u7406\u8bba\u4e0a\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528\u7eaf 2D \u8868\u793a\u548c\u6a21\u578b\u6765\u5b9e\u73b0\uff0c\u4f46\u5b83\u5e76\u4e0d\u9002\u5408\u4f60\u8981\u6c42\u6a21\u578b\u89e3\u51b3\u7684\u95ee\u9898\u3002\u53ef\u4ee5\u5bf9\u52a8\u6001\u4e09\u7ef4\u4e16\u754c\u8fdb\u884c\u4e8c\u7ef4\u6295\u5f71\u7684\u5efa\u6a21\uff0c\u4f46\u5982\u679c\u5c06\u4e09\u7ef4\u8868\u793a\u653e\u5728\u6a21\u578b\u7684\u6838\u5fc3\u4f4d\u7f6e\uff0c\u95ee\u9898\u4e0e\u8868\u793a\u65b9\u5f0f\u4e4b\u95f4\u4f1a\u66f4\u52a0\u5339\u914d\u3002\u6240\u4ee5\u6211\u4eec\u628a\u8d4c\u6ce8\u62bc\u5728\u5728\u5e95\u5c42\u7ed3\u6784\u4e2d\u5f15\u5165\u66f4\u591a\u7684\u4e09\u7ef4\u8868\u793a\uff0c\u8fd9\u5c06\u80fd\u591f\u4e3a\u7528\u6237\u63d0\u4f9b\u66f4\u597d\u7684\u53ef\u64cd\u4f5c\u6027\u3002<\/p>\n

\u674e\u98de\u98de<\/mark><\/strong>\uff1a\u5b8c\u5168\u540c\u610f\u3002\u8fd9\u4e5f\u56de\u5230\u4e86\u6211\u6240\u8ffd\u5bfb\u7684\u5317\u6781\u661f \u2014\u2014 \u4e3a\u4ec0\u4e48\u9009\u62e9\u300c\u7a7a\u95f4\u667a\u80fd\u300d\uff0c\u800c\u4e0d\u662f\u300c\u5e73\u9762\u50cf\u7d20\u667a\u80fd\u300d\uff1f\u6211\u8ba4\u4e3a\u667a\u80fd\u7684\u8fdb\u5316\u8def\u5f84\u5fc5\u7136\u50cf Justin \u6240\u8bf4\u7684\u90a3\u6837\uff0c\u8f6c\u5411\u300c\u53ef\u64cd\u4f5c\u6027\u300d<\/strong>\u3002<\/p>\n

\u56de\u987e\u751f\u7269\u8fdb\u5316\u7684\u5386\u7a0b\uff0c\u52a8\u7269\u548c\u4eba\u7c7b\uff0c\u8fd9\u4e9b\u83b7\u5f97\u4e86\u667a\u6167\u7684\u667a\u80fd\u751f\u7269\u62e5\u6709\u4e86\u5728\u4e16\u754c\u4e2d\u4e92\u52a8\u3001\u521b\u9020\u6587\u660e\u3001\u751a\u81f3\u968f\u5fc3\u6240\u6b32\u5730\u5b8c\u6210\u5404\u79cd\u4efb\u52a1\u7684\u80fd\u529b\u3002\u5c06\u8fd9\u4e9b\u80fd\u529b\u8f6c\u5316\u4e3a\u539f\u751f\u7684\u4e09\u7ef4\u6280\u672f\uff0c\u662f\u91ca\u653e\u6f5c\u5728 AI \u5e94\u7528\u6d2a\u6d41\u7684\u5173\u952e<\/strong>\u3002\u5373\u4fbf\u6709\u4e9b\u5e94\u7528\u573a\u666f\u770b\u4f3c\u662f\u4e8c\u7ef4\u7684\uff0c\u5176\u6838\u5fc3\u4f9d\u7136\u662f\u4e09\u7ef4\u7684\u3002<\/p>\n

\u4e3b\u6301\u4eba<\/strong>\uff1a\u8fd9\u786e\u5b9e\u662f\u4e00\u4e2a\u6781\u5176\u5173\u952e\u7684\u89c2\u70b9\u3002\u53ef\u4ee5\u901a\u8fc7\u4e00\u4e9b\u5b9e\u9645\u7528\u4f8b\uff0c\u5177\u4f53\u8c08\u8c08\u4f60\u4eec\u6b63\u5728\u521b\u5efa\u8fd9\u4e2a\u5177\u5907\u7a7a\u95f4\u667a\u80fd\u7684\u6a21\u578b\u6709\u4ec0\u4e48\u5e94\u7528\u573a\u666f\u5417\uff1f<\/p>\n

Johnson<\/strong>\uff1a\u8fd9\u8981\u5206\u51e0\u7c7b\u8bb2\u3002\u968f\u7740\u65f6\u95f4\u63a8\u79fb\uff0c\u6a21\u578b\u5c06\u9010\u6b65\u5177\u5907\u66f4\u591a\u7684\u529f\u80fd\u3002\u5176\u4e2d\u6700\u8ba9\u6211\u5174\u594b\u7684\u4e00\u9879\u662f\u300c\u4e16\u754c\u751f\u6210\u300d\u3002\u6211\u4eec\u5df2\u7ecf\u4e60\u60ef\u4e86\u4f7f\u7528\u6587\u751f\u56fe\u5de5\u5177\uff0c\u6700\u8fd1\u4e5f\u770b\u5230\u4e86\u4e0d\u5c11\u6587\u751f\u89c6\u9891\u7684\u5e94\u7528\u3002\u4f46\u662f\uff0c\u8bd5\u60f3\u4e00\u4e0b\uff0c\u5982\u679c\u5c06\u5176\u63d0\u5347\u5230\u751f\u6210\u5b8c\u6574\u7684\u4e09\u7ef4\u4e16\u754c\uff0c\u4f60\u5f97\u5230\u7684\u4e0d\u518d\u4ec5\u4ec5\u662f\u4e00\u5f20\u56fe\u7247\u6216\u4e00\u4e2a\u77ed\u7247\uff0c\u800c\u662f\u4e00\u4e2a\u5145\u6ee1\u6d3b\u529b\u4e14\u53ef\u4ea4\u4e92\u7684\u4e09\u7ef4\u4e16\u754c\u3002\u65e0\u8bba\u662f\u7528\u4e8e\u6e38\u620f\uff0c\u8fd8\u662f VR \u7b49\u5e94\u7528\u573a\u666f\u3002<\/p>\n

\u674e\u98de\u98de<\/mark><\/strong>\uff1a\u4e5f\u53ef\u4ee5\u7528\u4e8e\u6559\u80b2\u3002<\/p>\n

Johnson<\/strong>\uff1a\u662f\u554a\uff0c\u8fd9\u9879\u6280\u672f\u4e00\u65e6\u5b9e\u73b0\uff0c\u5176\u5e94\u7528\u524d\u666f\u5c06\u65e0\u7a77\u65e0\u5c3d\u3002\u8fd9\u5c06\u5f00\u542f\u4e00\u79cd\u5168\u65b0\u7684\u5a92\u4f53\u5f62\u5f0f<\/strong>\u3002\u6211\u4eec\u73b0\u5728\u5df2\u7ecf\u80fd\u591f\u521b\u5efa\u865a\u62df\u7684\u4e92\u52a8\u4e16\u754c\uff0c\u4f46\u8fd9\u9700\u8981\u6570\u4ebf\u7f8e\u5143\u548c\u5927\u91cf\u5f00\u53d1\u65f6\u95f4\u3002\u8fd9\u79cd\u6280\u672f\u5728\u7ecf\u6d4e\u4e0a\u552f\u4e00\u53ef\u884c\u7684\u6a21\u5f0f\u5c31\u662f\u4ee5\u6bcf\u4ef6 70 \u7f8e\u5143\u7684\u4ef7\u683c\u5356\u7ed9\u6570\u767e\u4e07\u73a9\u5bb6\uff0c\u4ee5\u6536\u56de\u6295\u8d44\u3002<\/p>\n

\u5982\u679c\u6211\u4eec\u80fd\u964d\u4f4e\u521b\u5efa\u8fd9\u4e9b\u6210\u672c\uff0c\u66f4\u591a\u7684\u5e94\u7528\u573a\u666f\u5c06\u4f1a\u4e0d\u65ad\u6d8c\u73b0\u3002\u8bd5\u60f3\uff0c\u4f60\u53ef\u4ee5\u62e5\u6709\u4e00\u4e2a\u4e2a\u6027\u5316\u7684 3D \u4f53\u9a8c\uff0c\u5176\u4e30\u5bcc\u6027\u548c\u7ec6\u8282\u7a0b\u5ea6\u4e1d\u6beb\u4e0d\u900a\u8272\u4e8e\u4e00\u6b3e\u9876\u7ea7\u7684 3A \u5927\u4f5c\uff0c\u4f46\u5374\u662f\u4e3a\u4e00\u4e2a\u975e\u5e38\u5c0f\u4f17\u7684\u9700\u6c42\u91cf\u8eab\u5b9a\u5236\u7684\u3002\u867d\u7136\u8fd9\u53ef\u80fd\u4e0d\u662f\u6211\u4eec\u5f53\u524d\u4ea7\u54c1\u8def\u7ebf\u56fe\u4e0a\u7684\u5185\u5bb9\uff0c\u4f46\u8fd9\u6b63\u662f\u7a7a\u95f4\u667a\u80fd\u6240\u80fd\u5e26\u6765\u7684\u4e00\u79cd\u5168\u65b0\u5a92\u4f53\u5f62\u5f0f\u7684\u613f\u666f\u3002<\/p>\n

\u4e3b\u6301\u4eba<\/strong>\uff1a\u5728\u751f\u6210\u4e00\u4e2a\u4e16\u754c\u65f6\uff0c\u4e0d\u4ec5\u5305\u62ec\u573a\u666f\u751f\u6210\uff0c\u8fd8\u9700\u8981\u751f\u6210\u8fd0\u52a8\u548c\u7269\u7406\u73b0\u8c61\u3002\u90a3\u4e48\u5728\u6280\u672f\u53d1\u5c55\u5230\u6781\u81f4\u65f6\uff0c\u8fd9\u4e9b\u529f\u80fd\u662f\u5426\u4e5f\u5305\u62ec\u5728\u5185\uff1f<\/p>\n

\u5176\u6b21\uff0c\u5982\u679c\u6211\u4e0e\u4e4b\u4e92\u52a8\uff0c\u4f1a\u5305\u542b\u8bed\u4e49\u5417\uff1f\u6bd4\u5982\uff0c\u6211\u6253\u5f00\u4e00\u672c\u4e66\uff0c\u91cc\u9762\u7684\u6587\u5b57\u662f\u5426\u6709\u610f\u4e49\uff1f\u8fd9\u5c06\u662f\u4e00\u4e2a\u5b8c\u6574\u7684\u3001\u53ef\u4ee5\u6df1\u5ea6\u4f53\u9a8c\u7684\u4e16\u754c\uff0c\u8fd8\u662f\u4e00\u4e2a\u9759\u6001\u573a\u666f\uff1f<\/p>\n

Johnson<\/strong>\uff1a\u8fd9\u9879\u6280\u672f\u5c06\u9010\u6b65\u53d1\u5c55\uff0c\u60f3\u8981\u5b9e\u73b0\u4f60\u6240\u63cf\u8ff0\u7684\u8fd9\u4e9b\u529f\u80fd\u975e\u5e38\u56f0\u96be\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u4f1a\u5148\u4ece\u9759\u6001\u95ee\u9898\u5165\u624b\uff0c\u56e0\u4e3a\u5b83\u76f8\u5bf9\u66f4\u5bb9\u6613\u89e3\u51b3\u3002\u4f46\u6700\u7ec8\uff0c\u6211\u4eec\u7684\u76ee\u6807\u662f\u5b9e\u73b0\u5b8c\u5168\u52a8\u6001\u3001\u5b8c\u5168\u53ef\u4ea4\u4e92\u7684\u4f53\u9a8c\uff0c\u6db5\u76d6\u4f60\u63d0\u5230\u7684\u6240\u6709\u5185\u5bb9\u3002<\/p>\n

\u674e\u98de\u98de<\/mark><\/strong>\uff1a\u8fd9\u5c31\u662f\u7a7a\u95f4\u667a\u80fd\u7684\u5b9a\u4e49\u3002\u867d\u7136\u6211\u4eec\u4f1a\u4ece\u66f4\u9759\u6001\u7684\u4e1c\u897f\u5f00\u59cb\uff0c\u4f46\u4f60\u63d0\u5230\u7684\u6240\u6709\u529f\u80fd\uff0c\u90fd\u662f\u6211\u4eec\u7a7a\u95f4\u667a\u80fd\u53d1\u5c55\u8def\u7ebf\u56fe\u4e2d\u7684\u5185\u5bb9\u3002<\/p>\n

Johnson<\/strong>\uff1a\u8fd9\u4e5f\u662f\u6211\u4eec\u7684\u516c\u53f8\u540d\u300cWorld Labs\u300d\u7684\u6765\u6e90\u3002\u6211\u4eec\u7684\u76ee\u6807\u662f\u6784\u5efa\u5e76\u7406\u89e3\u4e16\u754c\u3002\u8fd9\u6709\u70b9\u50cf\u5185\u90e8\u4eba\u624d\u61c2\u7684\u6897\uff0c\u6211\u53d1\u73b0\u7ed9\u522b\u4eba\u8bf4\u8fd9\u4e2a\u540d\u5b57\u65f6\uff0c\u4ed6\u4eec\u603b\u662f\u6ca1 get \u5230\u3002<\/p>\n

\u56e0\u4e3a\u5728\u8ba1\u7b97\u673a\u89c6\u89c9<\/mark>\u548c\u751f\u6210\u9886\u57df\uff0c\u6211\u4eec\u901a\u5e38\u4f1a\u5bf9\u4e8b\u7269\u8fdb\u884c\u5212\u5206\u3002\u7b2c\u4e00\u7ea7\u901a\u5e38\u662f\u7269\u4f53\uff0c\u5bf9\u5427\uff1f\u6bd4\u5982\u4e00\u4e2a\u9ea6\u514b\u98ce\u3001\u4e00\u676f\u6c34\u6216\u8005\u4e00\u628a\u6905\u5b50\u3002\u8fd9\u4e9b\u662f\u4e16\u754c\u4e2d\u7684\u79bb\u6563\u7269\u4f53\u3002\u5f88\u591a ImageNet \u9879\u76ee\u90fd\u662f\u8bc6\u522b\u8fd9\u4e9b\u7269\u4f53\u3002<\/p>\n

\u63a5\u4e0b\u6765\u662f\u573a\u666f\uff0c\u573a\u666f\u662f\u591a\u4e2a\u7269\u4f53\u7684\u7ec4\u5408\u3002\u6bd4\u5982\uff0c\u73b0\u5728\u8fd9\u4e2a\u5f55\u97f3\u5ba4\u91cc\u6709\u684c\u5b50\u3001\u9ea6\u514b\u98ce\u3001\u51e0\u4e2a\u4eba\u3001\u6905\u5b50\uff0c\u8fd9\u4e9b\u90fd\u662f\u7269\u4f53\u7684\u7ec4\u5408\u3002<\/p>\n

\u4f46\u662f\u6211\u4eec\u7684\u76ee\u6807\u662f\u8d85\u8d8a\u573a\u666f\u7684\u4e16\u754c\u3002\u573a\u666f\u53ef\u80fd\u662f\u5355\u4e2a\u7684\uff0c\u4f46\u6211\u4eec\u60f3\u6253\u7834\u8fb9\u754c\uff0c\u8d70\u51fa\u623f\u95f4\uff0c\u7a7f\u8fc7\u95e8\uff0c\u8d70\u4e0a\u8857\u5934\uff0c\u770b\u5230\u6c7d\u8f66\u9a76\u8fc7\uff0c\u6811\u53f6\u968f\u98ce\u6447\u6446\uff0c\u80fd\u591f\u4e0e\u4e07\u4e8b\u4e07\u7269\u4e92\u52a8\u3002<\/p>\n

\u674e\u98de\u98de<\/mark><\/strong>\uff1a\u53e6\u4e00\u4e2a\u4ee4\u4eba\u5174\u594b\u7684\u70b9\u662f Justin \u63d0\u5230\u7684\u300c\u65b0\u5a92\u4f53\u300d\u3002\u8fd9\u9879\u6280\u672f\u5c06\u4f7f\u5f97\u73b0\u5b9e\u4e16\u754c\u3001\u865a\u62df\u4e16\u754c\u3001\u60f3\u8c61\u4e2d\u7684\u4e16\u754c\u548c\u589e\u5f3a\u73b0\u5b9e<\/mark>\u4e4b\u95f4\u7684\u754c\u9650\u53d8\u5f97\u6a21\u7cca\u3002<\/p>\n

\u7531\u4e8e\u73b0\u5b9e\u4e16\u754c\u662f\u4e09\u7ef4\u7684\uff0c\u56e0\u6b64\u5728\u6570\u5b57\u4e16\u754c\u4e2d\uff0c\u5fc5\u987b\u4f7f\u7528\u4e09\u7ef4\u8868\u793a\u624d\u80fd\u4e0e\u73b0\u5b9e\u4e16\u754c\u65e0\u7f1d\u878d\u5408\u3002\u4f60\u65e0\u6cd5\u901a\u8fc7\u4e8c\u7ef4\u6216\u4e00\u7ef4\u7684\u65b9\u5f0f\u6709\u6548\u5730\u4e0e\u4e09\u7ef4\u73b0\u5b9e\u4e16\u754c\u4e92\u52a8\uff0c\u89e3\u9501\u8fd9\u79cd\u80fd\u529b\u5c06\u5e26\u6765\u65e0\u9650\u7684\u5e94\u7528\u573a\u666f\u3002<\/p>\n

\u4e3b\u6301\u4eba<\/strong>\uff1a\u521a\u624d Justin \u63d0\u5230\u7684\u7b2c\u4e00\u4e2a\u4f8b\u5b50\u53ef\u80fd\u66f4\u50cf AR\uff0c\u5bf9\u5427\uff1f<\/p>\n

\u674e\u98de\u98de<\/mark><\/strong>\uff1a\u662f\u7684\u3002\u5c31\u5728 World Labs \u6210\u7acb\u7684\u540c\u65f6\uff0c\u82f9\u679c\u53d1\u5e03\u4e86 Vision Pro\uff0c\u5e76\u63d0\u51fa\u4e86\u300c\u7a7a\u95f4\u8ba1\u7b97\u300d\u7684\u6982\u5ff5\uff0c\u597d\u50cf\u662f\u5077\u8d70\u4e86\u6211\u4eec\u7684\u60f3\u6cd5\uff08\u7b11\uff09\u3002<\/p>\n

\u4f46\u6211\u4eec\u505a\u7684\u662f\u300c\u7a7a\u95f4\u667a\u80fd\u300d\u3002\u7a7a\u95f4\u8ba1\u7b97\u5fc5\u7136\u9700\u8981\u7a7a\u95f4\u667a\u80fd\u3002\u6211\u4eec\u8fd8\u4e0d\u786e\u5b9a\u6700\u7ec8\u7684\u786c\u4ef6\u5f62\u6001\u4f1a\u662f\u4ec0\u4e48\uff0c\u53ef\u80fd\u662f\u62a4\u76ee\u955c\u3001\u773c\u955c\u751a\u81f3\u9690\u5f62\u773c\u955c\u3002\u4f46\u5728\u771f\u5b9e\u4e16\u754c\u548c\u589e\u5f3a\u73b0\u5b9e<\/mark>\u4e4b\u95f4\u7684\u90a3\u4e2a\u754c\u9762\uff0c\u6bd4\u5982\u4f60\u4e0d\u662f\u4e13\u4e1a\u6280\u5de5\uff0c\u4f46\u5b83\u53ef\u4ee5\u6307\u5f15\u5982\u4f55\u4fee\u8f66\uff0c\u6216\u8005\u5b83\u53ea\u662f\u4e3a\u4e86\u73a9 Pok\u00e9mon Go\uff0c\u8fd9\u6700\u7ec8\u5c06\u6210\u4e3a AR \u548c VR \u9886\u57df\u7684\u64cd\u4f5c\u7cfb\u7edf<\/mark>\u3002<\/p>\n

Johnson<\/strong>\uff1a\u5728\u6280\u672f\u53d1\u5c55\u5230\u6781\u81f4\u65f6\uff0cAR \u8bbe\u5907\u5c06\u6709\u4ec0\u4e48\u7528\u9014\uff1f\u5b83\u9700\u8981\u4e00\u76f4\u8fd0\u884c\uff0c\u966a\u4f34\u5728\u4f60\u8eab\u8fb9\uff0c\u89c2\u5bdf\u4f60\u6240\u770b\u5230\u7684\u4e16\u754c\u3002\u56e0\u6b64\uff0c\u5b83\u9700\u8981\u7406\u89e3\u4f60\u6240\u770b\u5230\u7684\u4e8b\u7269\uff0c\u53ef\u80fd\u8fd8\u8981\u5e2e\u52a9\u4f60\u5b8c\u6210\u65e5\u5e38\u4efb\u52a1\u3002<\/p>\n

\u4f46\u6211\u4e5f\u5bf9\u865a\u62df\u548c\u7269\u7406\u4e16\u754c\u7684\u878d\u5408\u611f\u5230\u975e\u5e38\u5174\u594b\u3002\u5982\u679c\u4f60\u80fd\u591f\u5b9e\u65f6\u3001\u5b8c\u7f8e\u5730\u7406\u89e3\u5468\u56f4\u7684\u4e09\u7ef4\u73af\u5883\uff0c\u90a3\u4e48\u8fd9\u5b9e\u9645\u4e0a\u4e5f\u4f1a\u6dd8\u6c70\u6211\u4eec\u73b0\u5728\u5f88\u591a\u5bf9\u7269\u7406\u4e16\u754c\u7684\u4f9d\u8d56\u3002\u6bd4\u5982\u8bf4\uff0c\u73b0\u5728\u6211\u4eec\u6709\u624b\u673a\u3001iPad\u3001\u7535\u8111\u663e\u793a\u5668\u3001\u7535\u89c6\uff0c\u751a\u81f3\u8fd8\u6709\u624b\u8868\u3002\u8fd9\u4e9b\u5c4f\u5e55\u662f\u4e3a\u4e86\u5728\u4e0d\u540c\u7684\u73af\u5883\u548c\u4f4d\u7f6e\u4e0b\u5411\u4f60\u5c55\u793a\u4fe1\u606f\u3002<\/p>\n

\u4f46\u5982\u679c\u4f60\u80fd\u65e0\u7f1d\u5730\u5c06\u865a\u62df\u5185\u5bb9\u4e0e\u7269\u7406\u4e16\u754c\u878d\u5408\uff0c\u90a3\u4e48\u5b9e\u9645\u4e0a\u8fd9\u4e9b\u4e0d\u540c\u5c3a\u5bf8\u7684\u5c4f\u5e55\u53ef\u80fd\u5c31\u4e0d\u518d\u5fc5\u8981\u4e86\u3002\u7406\u60f3\u60c5\u51b5\u4e0b\uff0c\u300c\u7a7a\u95f4\u667a\u80fd\u300d\u6280\u672f\u5c06\u4ee5\u6700\u9002\u5408\u5f53\u4e0b\u60c5\u5883\u7684\u65b9\u5f0f\uff0c\u5c06\u4f60\u6240\u9700\u8981\u7684\u4fe1\u606f\u5448\u73b0\u7ed9\u4f60\u3002<\/p>\n

\u674e\u98de\u98de<\/mark><\/strong>\uff1a\u8fd8\u6709\u4e00\u4e2a\u5de8\u5927\u7684\u5e94\u7528\u573a\u666f\uff0c\u5c31\u662f\u5e2e\u52a9 AI \u667a\u80fd\u4f53\u5728\u73b0\u5b9e\u4e16\u754c\u4e2d\u6267\u884c\u4efb\u52a1\u3002\u6bd4\u5982\u4f60\u4e0d\u662f\u4e13\u4e1a\u6280\u5de5\uff0c\u4f46\u80fd\u901a AR \u8bbe\u5907\u5b8c\u6210\u4fee\u7406\u6c7d\u8f66\u8fd9\u6837\u7684\u4efb\u52a1\uff0c\u90a3\u4e48 AI \u667a\u80fd\u4f53\u540c\u6837\u4e5f\u80fd\u591f\u505a\u5230\u3002\u6bd4\u5982\u673a\u5668\u4eba\uff0c\u5b83\u4eec\u7684\u4ea4\u4e92\u754c\u9762\u5929\u7136\u5c31\u662f\u4e09\u7ef4\u4e16\u754c\u3002\u5b83\u4eec\u7684\u5927\u8111\u662f\u6570\u5b57\u5316\u7684\uff0c\u8981\u5c06\u5b83\u4eec\u5b66\u4e60\u5230\u7684\u6570\u636e\u8f6c\u5316\u5230\u73b0\u5b9e\u4e16\u754c\u4e2d\u7684\u6267\u884c\uff0c\u5fc5\u5c06\u4f9d\u8d56\u4e8e\u7a7a\u95f4\u667a\u80fd\u3002<\/p>\n

\u4e3b\u6301\u4eba<\/strong>\uff1a\u5bf9\u4e8e\u4efb\u4f55\u516c\u53f8\u6765\u8bf4\uff0c\u8fd9\u4e9b\u90fd\u662f\u975e\u5e38\u5e7f\u6cdb\u7684\u4e1a\u52a1\u9886\u57df\uff0c\u5c24\u5176\u662f\u8981\u540c\u65f6\u6d89\u8db3\u6bcf\u4e00\u4e2a\u9886\u57df\u3002\u90a3\u4e48\uff0c\u4f60\u5982\u4f55\u770b\u5f85\u524d\u6cbf\u3001\u6df1\u5ea6\u70b9\u6280\u672f\u548c\u8fd9\u4e9b\u5177\u4f53\u5e94\u7528\u9886\u57df\u4e4b\u95f4\u7684\u5173\u7cfb\u5462\uff1f<\/p>\n

\u674e\u98de\u98de<\/mark><\/strong>\uff1a\u6211\u4eec\u628a\u81ea\u5df1\u5b9a\u4f4d\u4e3a\u4e00\u5bb6\u6df1\u5ea6\u6280\u672f\u516c\u53f8\uff0c\u4e13\u6ce8\u4e8e\u63d0\u4f9b\u53ef\u4ee5\u670d\u52a1\u4e0d\u540c\u5e94\u7528\u573a\u666f\u7684\u6a21\u578b\u5e73\u53f0\u3002<\/strong><\/p>\n

\u4e3b\u6301\u4eba<\/strong>\uff1a\u5728\u4f60\u4eec\u63d0\u5230\u7684\u8fd9\u4e09\u7c7b\u5e94\u7528\u4e2d\uff0c\u6709\u6ca1\u6709\u54ea\u4e00\u7c7b\u662f\u66f4\u9002\u5408\u65e9\u671f\u53d1\u5c55\u7684\uff0c\u4f60\u4eec\u7684\u516c\u53f8\u4f1a\u4f18\u5148\u503e\u5411\u54ea\u4e2a\u9886\u57df\uff1f<\/p>\n

\u674e\u98de\u98de<\/mark><\/strong>\uff1a\u73b0\u5728\u786c\u4ef6\u8bbe\u5907\u8fd8\u6ca1\u5b8c\u5168\u6210\u719f\u3002<\/strong><\/p>\n

Johnson<\/strong>\uff1a\u6211\u5728\u8bfb\u7814\u7684\u65f6\u5019\u5c31\u4e70\u4e86\u6211\u7684\u7b2c\u4e00\u53f0 VR \u5934\u663e\uff0c\u90a3\u662f\u4e00\u6b21\u6539\u53d8\u751f\u6d3b\u7684\u6280\u672f\u4f53\u9a8c\u3002\u6234\u4e0a\u5b83\u7684\u90a3\u4e00\u523b\uff0c\u6211\u7684\u53cd\u5e94\u662f\u300c\u5929\u554a\uff0c\u8fd9\u592a\u68d2\u4e86\u300d\u3002\u6211\u60f3\u3002\u5f88\u591a\u4eba\u5728\u7b2c\u4e00\u6b21\u4f7f\u7528 VR \u65f6\u90fd\u4f1a\u6709\u7c7b\u4f3c\u7684\u611f\u53d7\u3002<\/p>\n

\u6240\u4ee5\uff0c\u6211\u5bf9\u8fd9\u4e2a\u9886\u57df\u5df2\u7ecf\u671f\u5f85\u4e86\u5f88\u4e45\uff0c\u6211\u4e5f\u975e\u5e38\u559c\u6b22 Vision Pro\u3002Vision Pro \u53d1\u5e03\u65f6\uff0c\u6211\u71ac\u591c\u8ba2\u8d2d\u4e86\u7b2c\u4e00\u6279\u3002\u4f46\u662f\u73b0\u5b9e\u60c5\u51b5\u662f\uff0c\u4f5c\u4e3a\u4e00\u4e2a\u9762\u5411\u5927\u4f17\u5e02\u573a\u7684\u5e73\u53f0\uff0c\u5b83\u8fd8\u6ca1\u6709\u51c6\u5907\u597d<\/strong>\u3002<\/p>\n

\u674e\u98de\u98de<\/mark><\/strong>\uff1a\u56e0\u6b64\uff0c\u4f5c\u4e3a\u4e00\u5bb6\u516c\u53f8\uff0c\u6211\u4eec\u5f88\u53ef\u80fd\u4f1a\u5148\u8fdb\u5165\u4e00\u4e2a\u66f4\u4e3a\u6210\u719f\u7684\u5e02\u573a<\/strong>\u3002<\/p>\n

Johnson<\/strong>\uff1a\u4e0d\u8fc7\u6709\u65f6\u5019\uff0c\u7b80\u5355\u4e5f\u80fd\u4f53\u73b0\u51fa\u5e7f\u6cdb\u7684\u9002\u7528\u6027\u3002\u6211\u4eec\u76f8\u4fe1\uff0c\u6709\u4e9b\u6839\u672c\u6027\u7684\u95ee\u9898\u5982\u679c\u80fd\u591f\u5f88\u597d\u5730\u89e3\u51b3\uff0c\u4fbf\u53ef\u4ee5\u5e94\u7528\u4e8e\u8bb8\u591a\u4e0d\u540c\u7684\u9886\u57df\u3002\u6211\u4eec\u5c06\u516c\u53f8\u7684\u957f\u671f\u613f\u666f\u5b9a\u4f4d\u4e3a\u6784\u5efa\u5e76\u5b9e\u73b0\u300c\u7a7a\u95f4\u667a\u80fd\u300d\u7684\u68a6\u60f3\u3002<\/p>\n

\u4e3b\u6301\u4eba<\/strong>\uff1a\u542c\u8d77\u6765\u4f60\u4eec\u6709\u5f88\u591a\u6280\u672f\u8981\u5f00\u53d1\u3002<\/p>\n

Johnson<\/strong>\uff1a\u662f\u7684\uff0c\u6211\u8ba4\u4e3a\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u96be\u7684\u95ee\u9898\u3002\u5bf9\u4e8e\u90a3\u4e9b\u4e0d\u76f4\u63a5\u4ece\u4e8b AI \u9886\u57df\u7684\u4eba\u6765\u8bf4\uff0c\u4ed6\u4eec\u53ef\u80fd\u4f1a\u89c9\u5f97 AI \u662f\u4e00\u9879\u4e0d\u5206\u9886\u57df\u7684\u5927\u578b\u6280\u672f\u3002\u7136\u800c\uff0c\u5bf9\u4e8e\u90a3\u4e9b\u5728\u8fd9\u4e2a\u9886\u57df\u8015\u8018\u5df2\u4e45\u7684\u4eba\u6765\u8bf4\uff0c\u6211\u4eec\u6df1\u77e5\u8981\u6784\u5efa\u4efb\u4f55 AI \u9879\u76ee\uff0c\u9700\u8981\u591a\u79cd\u4e0d\u540c\u7c7b\u578b\u7684\u4e13\u4e1a\u4eba\u624d\u3002<\/p>\n

\u800c\u9488\u5bf9\u7a7a\u95f4\u667a\u80fd\u65b9\u9762\u7684\u7814\u7a76\uff0c\u6211\u4eec\u9700\u8981\u9ad8\u8d28\u91cf\u3001\u5927\u89c4\u6a21\u7684\u5de5\u7a0b\u80fd\u529b\uff0c\u8fd8\u9700\u8981\u5bf9\u4e09\u7ef4\u4e16\u754c\u6709\u6df1\u523b\u7684\u7406\u89e3\uff0c\u53e6\u5916\u8fd8\u8981\u4e0e\u8ba1\u7b97\u673a\u56fe\u5f62<\/mark>\u5b66\u9886\u57df\u7d27\u5bc6\u8054\u7cfb\u3002\u56e0\u6b64\uff0c\u5728\u7ec4\u5efa\u56e2\u961f\u65f6\uff0c\u6211\u4eec\u5c06\u8003\u8651\u5982\u4f55\u627e\u5230\u6bcf\u4e2a\u9886\u57df\u4e2d\u4e16\u754c\u9876\u5c16\u7684\u4e13\u5bb6\uff0c\u6c47\u805a\u4ed6\u4eec\u7684\u529b\u91cf\uff0c\u6765\u5171\u540c\u653b\u514b\u8fd9\u4e00\u8270\u96be\u7684\u8bfe\u9898\u3002<\/p>\n

\u674e\u98de\u98de<\/mark><\/strong>\uff1a\u5f53\u6211\u601d\u8003\u5982\u4f55\u4e3a World Labs \u7ec4\u5efa\u6700\u597d\u7684\u521b\u59cb\u56e2\u961f\u65f6\uff0c\u6211\u610f\u8bc6\u5230\u5fc5\u987b\u4ece\u4e00\u7fa4\u975e\u51e1\u7684\u591a\u5b66\u79d1\u521b\u59cb\u4eba\u5f00\u59cb\u3002<\/p>\n

\u5f53\u7136\uff0c\u8fd9\u5bf9\u6211\u6765\u8bf4\u662f\u5f88\u81ea\u7136\u7684\u3002Justin Johnson \u662f\u6211\u6700\u4f18\u79c0\u7684\u5b66\u751f\u3001\u6700\u806a\u660e\u7684\u6280\u672f\u4e13\u5bb6\u4e4b\u4e00\u3002\u5176\u4ed6\u4eba\u4e00\u76f4\u540d\u58f0\u5f88\u5927\uff0c\u5176\u4e2d\u4e00\u4eba\u662f\u66fe\u4e0e Justin \u4e00\u901a\u5408\u4f5c\u8fc7\u7684\u4eba\uff0cBen Mildenhall\uff0c\u6211\u4eec\u8c08\u8bba\u4e86\u4ed6\u5728 Nerf \u65b9\u9762\u7684\u5f00\u521b\u6027\u5de5\u4f5c\u3002\u53e6\u4e00\u4e2a\u4eba\u662f Christopher Lassner\uff0c\u4ed6\u5728\u8ba1\u7b97\u673a\u56fe\u5f62<\/mark>\u5b66\u9886\u57df\u5f88\u6709\u540d\u3002<\/p>\n

\u6b64\u4eba\u5f88\u6709\u5148\u89c1\u4e4b\u660e\uff0c\u5728 Gaussian splat \u51fa\u73b0\u524d\u4e94\u5e74\u5c31\u5f00\u59cb\u7814\u7a76\u8fd9\u79cd\u65b9\u6cd5\u5e76\u7528\u4e8e 3D \u5efa\u6a21\u4e86\u3002\u5f53\u6211\u4eec\u542c\u8bf4\u6709\u4e0e Christopher Lassner \u5408\u4f5c\u7684\u6f5c\u5728\u53ef\u80fd\u6027\u65f6\uff0cJustin \u76f4\u63a5\u8df3\u4e86\u8d77\u6765\u3002<\/p>\n

<\/a><\/section>\n

\u4e3b\u6301\u4eba<\/strong>\uff1aBen \u4e0e Christopher \u662f\u6211\u4eec\u7684\u4f20\u5947\u3002\u5f53\u7136\u8fd9\u53ea\u662f\u6211\u4eec\u56e2\u961f\u7684\u4e00\u5c0f\u90e8\u5206\u3002\u5fc5\u987b\u518d\u6b21\u5f3a\u8c03\u4e00\u4e0b\uff0c\u8fd9\u91cc\u6709\u5f88\u591a\u8981\u6784\u5efa\u548c\u5de5\u4f5c\u7684\u5730\u65b9\uff0c\u4e0d\u4ec5\u4ec5\u662f\u5728 AI \u6216\u56fe\u5f62\u65b9\u9762\uff0c\u8fd8\u6709\u7cfb\u7edf\u7b49\u7b49\u3002<\/p>\n

\u674e\u98de\u98de<\/mark><\/strong>\uff1a\u5230\u76ee\u524d\u4e3a\u6b62\uff0c\u6211\u4e2a\u4eba\u6700\u81ea\u8c6a\u7684\u662f\u8fd9\u652f\u5f3a\u5927\u7684\u56e2\u961f\u3002\u5728\u6211\u7684\u6574\u4e2a\u804c\u4e1a\u751f\u6daf\u4e2d\uff0c\u6211\u6709\u5e78\u4e0e\u6700\u806a\u660e\u7684\u5e74\u8f7b\u4eba\u4e00\u8d77\u5de5\u4f5c\u3002\u4ece\u65af\u5766\u798f\u5927\u5b66\u5f53\u6559\u6388\u5f00\u59cb\u3002\u4e0d\u8fc7\u6211\u4eec\u5728 World Labs \u805a\u96c6\u7684\u4eba\u624d\u66f4\u771f\u662f\u60ca\u4eba\uff0c\u6211\u4ece\u672a\u89c1\u8fc7\u8fd9\u79cd\u4e13\u6ce8\u5ea6\u3002<\/p>\n

\u6211\u8ba4\u4e3a\u8fd9\u91cc\u6700\u91cd\u8981\u7684\u533a\u522b\u5728\u4e8e \u2014\u2014 \u6211\u4eec\u76f8\u4fe1\u7a7a\u95f4\u667a\u80fd\u3002\u6240\u6709\u7684\u591a\u5b66\u79d1\u4eba\u624d\uff0c\u65e0\u8bba\u662f\u7cfb\u7edf\u5de5\u7a0b\u3001\u673a\u5668\u5b66\u4e60<\/mark>\u3001\u57fa\u7840\u8bbe\u65bd\u3001\u751f\u6210\u5f0f\u6a21\u578b\u3001\u6570\u636e\u3001\u56fe\u5f62\uff0c\u6211\u4eec\u6240\u6709\u4eba\uff0c\u65e0\u8bba\u662f\u5728\u63a2\u6c42\u7814\u7a76\u4e4b\u65c5\u3001\u6280\u672f\u4e4b\u65c5\uff0c\u751a\u81f3\u4e2a\u4eba\u7231\u597d\uff0c\u6211\u4eec\u76f8\u4fe1\u7a7a\u95f4\u667a\u80fd\u5373\u5c06\u53d1\u751f\uff0c\u5e76\u5171\u540c\u52aa\u529b\u3002\u8fd9\u5c31\u662f\u6211\u4eec\u6784\u5efa\u521b\u59cb\u56e2\u961f\u7684\u65b9\u5f0f\u3002\u8fd9\u79cd\u4e13\u6ce8\u3001\u52a8\u529b\u4e0e\u624d\u534e\u8ba9\u6211\u611f\u5230\u8c26\u5351\u3002\u6211\u592a\u559c\u6b22\u8fd9\u79cd\u611f\u89c9\u4e86\u3002<\/p>\n

\u4e3b\u6301\u4eba<\/strong>\uff1a\u4f60\u8bf4\u8fc7\u4f60\u5c31\u50cf\u5728\u88ab\u5317\u6781\u661f\u6307\u5f15\u7740\u3002\u8fd9\u53ef\u80fd\u5c31\u50cf\uff0c\u4f60\u5b9e\u9645\u4e0a\u65e0\u6cd5\u89e6\u53ca\u5b83\u4eec\uff0c\u4f46\u5b83\u6307\u5f15\u4e86\u65b9\u5411\u3002\u90a3\u4e48\uff0c\u4f60\u5982\u4f55\u77e5\u9053\u4ec0\u4e48\u65f6\u5019\u76ee\u6807\u5b8c\u6210\u4e86\uff1f\u8fd8\u662f\u8bf4\u8fd9\u662f\u4e00\u4ef6\u7ec8\u8eab\u7684\u4e8b\uff0c\u4f1a\u65e0\u9650\u5730\u6301\u7eed\u4e0b\u53bb\uff1f<\/p>\n

\u674e\u98de\u98de<\/mark><\/strong>\uff1a\u8fd9\u4e2a\u4e16\u754c\u4e0a\u5b58\u5728\u771f\u6b63\u7684\u5317\u6781\u661f\u548c\u6982\u5ff5\u4e0a\u7684\u5317\u6781\u661f\u3002\u6709\u4e9b\u76ee\u6807\u662f\u53ef\u4ee5\u8fbe\u5230\u7684\u3002<\/p>\n

\u4e3b\u6301\u4eba<\/strong>\uff1a\u6bd4\u5982\u4e16\u754c\u6a21\u578b\u91cc\u7684\u5317\u6781\u661f\uff1f<\/p>\n

\u674e\u98de\u98de<\/mark><\/strong>\uff1a\u662f\u7684\u3002\u4f60\u77e5\u9053\u5728\u6211\u770b\u6765\uff0c\u89e3\u51b3\u4e86\u8fd9\u4e2a\u95ee\u9898\u6211\u4eec\u5c31\u53ef\u4ee5\u627e\u5230\u65b9\u5411\u3002\u4f46\u6211\u8ba4\u4e3a\u5bf9\u6211\u6765\u8bf4\uff0c\u5f53\u5f88\u591a\u4eba\u3001\u4f01\u4e1a\u4f7f\u7528\u6211\u4eec\u7684\u6a21\u578b\u6765\u91ca\u653e\u4ed6\u4eec\u5bf9\u7a7a\u95f4\u667a\u80fd\u7684\u9700\u6c42\u65f6\uff0c\u90a3\u4e00\u523b\uff0c\u6211\u4eec\u5c31\u7b97\u8fbe\u5230\u4e86\u4e00\u4e2a\u91cd\u8981\u7684\u91cc\u7a0b\u7891\u3002<\/p>\n

Johnson<\/strong>\uff1a\u8fd9\u5c31\u662f\u4f60\u4eec\u5de5\u4f5c\u7684\u5f71\u54cd\u6240\u5728\u3002\u6211\u8ba4\u4e3a\u8fd9\u662f\u4e00\u4ef6\u975e\u5e38\u5177\u6709\u5960\u57fa\u610f\u4e49\u7684\u4e8b\u60c5\uff0c\u5c31\u50cf\u5b87\u5b99\u662f\u4e00\u4e2a\u5de8\u5927\u7684\u56db\u7ef4\u7ed3\u6784\uff0c\u7a7a\u95f4\u667a\u80fd\u7684\u4e3b\u8981\u4f5c\u7528\u5c31\u662f\u7406\u89e3\u5b83\u7684\u6240\u6709\u6df1\u5ea6\uff0c\u5e76\u627e\u51fa\u5176\u4e2d\u7684\u6240\u6709\u5e94\u7528\u3002\u867d\u7136\u6211\u4eec\u4eca\u5929\u5fc3\u4e2d\u5df2\u6709\u4e00\u7ec4\u7279\u5b9a\u7684\u60f3\u6cd5\uff0c\u4f46\u6211\u8ba4\u4e3a\u8fd9\u6b21\u65c5\u7a0b\u4f1a\u5c06\u6211\u4eec\u5e26\u5230\u73b0\u5728\u65e0\u6cd5\u60f3\u8c61\u7684\u5730\u65b9\u3002<\/p>\n

\u674e\u98de\u98de<\/mark><\/strong>\uff1a\u6280\u672f\u7684\u9b54\u529b\u5728\u4e8e\u4e0d\u65ad\u6253\u5f00\u66f4\u591a\u7684\u53ef\u80fd\u6027\u3002\u6240\u4ee5\u6211\u4eec\u4f1a\u6301\u7eed\u63a8\u8fdb\uff0c\u8fd9\u4e9b\u53ef\u80fd\u6027\u5c06\u4f1a\u4e0d\u65ad\u6269\u5927\u3002<\/p>\n

\u53c2\u8003\u94fe\u63a5\uff1a<\/sup><\/em>https:\/\/x.com\/a16z\/status\/1837234492630569198<\/sup><\/em><\/p>\n<\/article>\n

\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u674e\u98de\u98de\u521b\u4e1a\u4e4b\u540e\u9996\u4e2a\u4e13\u8bbf\uff1a\u89c6\u89c9\u7a7a\u95f4\u667a\u80fd\u4e0e\u8bed\u8a00\u4e00\u6837\u6839\u672c<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u674e\u98de\u98de\u521b\u4e1a\u4e4b\u540e\u9996\u4e2a\u4e13\u8bbf […]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","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":"","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":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[73,55,65,66],"class_list":["post-35737","post","type-post","status-publish","format-standard","hentry","category-news","tag-73","tag-55","tag-65","tag-66"],"yoast_head":"\n\u674e\u98de\u98de\u521b\u4e1a\u4e4b\u540e\u9996\u4e2a\u4e13\u8bbf\uff1a\u89c6\u89c9\u7a7a\u95f4\u667a\u80fd\u4e0e\u8bed\u8a00\u4e00\u6837\u6839\u672c - \u4e00\u8d77AI\u6280\u672f<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/17aitech.com\/?p=35737\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/17aitech.com\/?p=35737\",\"url\":\"https:\/\/17aitech.com\/?p=35737\",\"name\":\"\u674e\u98de\u98de\u521b\u4e1a\u4e4b\u540e\u9996\u4e2a\u4e13\u8bbf\uff1a\u89c6\u89c9\u7a7a\u95f4\u667a\u80fd\u4e0e\u8bed\u8a00\u4e00\u6837\u6839\u672c - \u4e00\u8d77AI\u6280\u672f\",\"isPartOf\":{\"@id\":\"https:\/\/17aitech.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/17aitech.com\/?p=35737#primaryimage\"},\"image\":{\"@id\":\"https:\/\/17aitech.com\/?p=35737#primaryimage\"},\"thumbnailUrl\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-bf3eae04f281a402e42aa4f63944a667.png\",\"datePublished\":\"2024-12-30T11:00:10+00:00\",\"author\":{\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d\"},\"breadcrumb\":{\"@id\":\"https:\/\/17aitech.com\/?p=35737#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/17aitech.com\/?p=35737\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/17aitech.com\/?p=35737#primaryimage\",\"url\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-bf3eae04f281a402e42aa4f63944a667.png\",\"contentUrl\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-bf3eae04f281a402e42aa4f63944a667.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/17aitech.com\/?p=35737#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/17aitech.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u674e\u98de\u98de\u521b\u4e1a\u4e4b\u540e\u9996\u4e2a\u4e13\u8bbf\uff1a\u89c6\u89c9\u7a7a\u95f4\u667a\u80fd\u4e0e\u8bed\u8a00\u4e00\u6837\u6839\u672c\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/17aitech.com\/#website\",\"url\":\"https:\/\/17aitech.com\/\",\"name\":\"\u4e00\u8d77AI\u6280\u672f\",\"description\":\"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca\",\"alternateName\":\"\u4e00\u8d77AI\u6280\u672f\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/17aitech.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d\",\"name\":\"AI\u5c0f\u52a9\u624b\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/image\/\",\"url\":\"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png\",\"contentUrl\":\"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png\",\"caption\":\"AI\u5c0f\u52a9\u624b\"},\"description\":\"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e\",\"url\":\"https:\/\/17aitech.com\/?page_id=33738&user=3\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u674e\u98de\u98de\u521b\u4e1a\u4e4b\u540e\u9996\u4e2a\u4e13\u8bbf\uff1a\u89c6\u89c9\u7a7a\u95f4\u667a\u80fd\u4e0e\u8bed\u8a00\u4e00\u6837\u6839\u672c - \u4e00\u8d77AI\u6280\u672f","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/17aitech.com\/?p=35737","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/17aitech.com\/?p=35737","url":"https:\/\/17aitech.com\/?p=35737","name":"\u674e\u98de\u98de\u521b\u4e1a\u4e4b\u540e\u9996\u4e2a\u4e13\u8bbf\uff1a\u89c6\u89c9\u7a7a\u95f4\u667a\u80fd\u4e0e\u8bed\u8a00\u4e00\u6837\u6839\u672c - \u4e00\u8d77AI\u6280\u672f","isPartOf":{"@id":"https:\/\/17aitech.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/17aitech.com\/?p=35737#primaryimage"},"image":{"@id":"https:\/\/17aitech.com\/?p=35737#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-bf3eae04f281a402e42aa4f63944a667.png","datePublished":"2024-12-30T11:00:10+00:00","author":{"@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"breadcrumb":{"@id":"https:\/\/17aitech.com\/?p=35737#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/17aitech.com\/?p=35737"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/?p=35737#primaryimage","url":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-bf3eae04f281a402e42aa4f63944a667.png","contentUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-bf3eae04f281a402e42aa4f63944a667.png"},{"@type":"BreadcrumbList","@id":"https:\/\/17aitech.com\/?p=35737#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/17aitech.com\/"},{"@type":"ListItem","position":2,"name":"\u674e\u98de\u98de\u521b\u4e1a\u4e4b\u540e\u9996\u4e2a\u4e13\u8bbf\uff1a\u89c6\u89c9\u7a7a\u95f4\u667a\u80fd\u4e0e\u8bed\u8a00\u4e00\u6837\u6839\u672c"}]},{"@type":"WebSite","@id":"https:\/\/17aitech.com\/#website","url":"https:\/\/17aitech.com\/","name":"\u4e00\u8d77AI\u6280\u672f","description":"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca","alternateName":"\u4e00\u8d77AI\u6280\u672f","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/17aitech.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d","name":"AI\u5c0f\u52a9\u624b","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/#\/schema\/person\/image\/","url":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","contentUrl":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","caption":"AI\u5c0f\u52a9\u624b"},"description":"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e","url":"https:\/\/17aitech.com\/?page_id=33738&user=3"}]}},"_links":{"self":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/35737","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=35737"}],"version-history":[{"count":0,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/35737\/revisions"}],"wp:attachment":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=35737"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=35737"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=35737"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}