{"id":2762,"date":"2024-04-12T03:38:40","date_gmt":"2024-04-11T19:38:40","guid":{"rendered":"https:\/\/clio.com.tw\/%e6%99%ba%e8%83%bd%e5%8c%96%e7%a7%91%e7%a0%94%ef%bc%88ai4r%ef%bc%89%ef%bc%9a%e7%ac%ac%e6%9f%a5%e5%8c%85%e9%a4%8a%e7%b6%b2%e5%bf%83%e5%be%97%e4%ba%94%e7%a7%91%e7%a0%94%e8%8c%83%e5%bc%8f_%e4%b8%ad\/"},"modified":"2024-04-12T03:38:40","modified_gmt":"2024-04-11T19:38:40","slug":"%e6%99%ba%e8%83%bd%e5%8c%96%e7%a7%91%e7%a0%94%ef%bc%88ai4r%ef%bc%89%ef%bc%9a%e7%ac%ac%e6%9f%a5%e5%8c%85%e9%a4%8a%e7%b6%b2%e5%bf%83%e5%be%97%e4%ba%94%e7%a7%91%e7%a0%94%e8%8c%83%e5%bc%8f_%e4%b8%ad","status":"publish","type":"post","link":"https:\/\/clio.com.tw\/%e6%99%ba%e8%83%bd%e5%8c%96%e7%a7%91%e7%a0%94%ef%bc%88ai4r%ef%bc%89%ef%bc%9a%e7%ac%ac%e6%9f%a5%e5%8c%85%e9%a4%8a%e7%b6%b2%e5%bf%83%e5%be%97%e4%ba%94%e7%a7%91%e7%a0%94%e8%8c%83%e5%bc%8f_%e4%b8%ad\/","title":{"rendered":"\u667a\u80fd\u5316\u79d1\u7814\uff08AI4R\uff09\uff1a\u7b2c\u67e5\u5305\u990a\u7db2\u5fc3\u5f97\u4e94\u79d1\u7814\u8303\u5f0f_\u4e2d\u56fd\u7f51"},"content":{"rendered":"

\u4e2d\u56fd\u7f51\/\u4e2d\u56fd\u53d1\u5c55\u95e8\u6237\u7f51\u8baf\u00a0\u4eba\u7c7b\u65e9\u671f\u7684\u79d1\u7814\u6d3b\u52a8\u81f3\u5c11\u53ef\u4ee5\u8ffd\u6eaf\u5230\u516c\u5143\u524d6\u4e16\u7eaa\u7684\u53e4\u5e0c\u814a\uff0c\u4ee5\u4e9a\u91cc\u58eb\u591a\u5fb7\u3001\u6b27\u51e0\u91cc\u5f97\u4e3a\u4ee3\u8868\u7684\u601d\u60f3\u5bb6\u548c\u79d1\u5b66\u5bb6\u4f5c\u51fa\u4e86\u91cd\u8981\u8d21\u732e\u3002\u73b0\u4ee3\u79d1\u5b66\u7814\u7a76\u5f00\u59cb\u4e8e16\u201417\u4e16\u7eaa\u7684\u79d1\u5b66\u9769\u547d\uff0c\u4f3d\u5229\u7565\u3001\u725b\u987f\u662f\u73b0\u4ee3\u79d1\u5b66\u7814\u7a76\u7684\u9f3b\u7956\u300220\u4e16\u7eaa\u4e2d\u53f6\u4ee5\u524d\u7684\u51e0\u767e\u5e74\u95f4\uff0c\u79d1\u5b66\u7814\u7a76\u7684\u65b9\u6cd5\u53ea\u6709\u4e24\u79cd\uff1a\u57fa\u4e8e\u89c2\u5bdf\u548c\u5f52\u7eb3\u7684\u5b9e\u9a8c\u7814\u7a76\uff08\u7b2c\u4e00\u8303\u5f0f\uff09\uff1b\u57fa\u4e8e\u79d1\u5b66\u5047\u8bbe\u548c\u903b\u8f91\u6f14\u7ece\u7684\u7406\u8bba\u7814\u7a76\uff08\u7b2c\u4e8c\u8303\u5f0f\uff09\u3002\u7535\u5b50\u8ba1\u7b97\u673a\u6d41\u884c\u4ee5\u6765\uff0c\u8ba1\u7b97\u673a\u5bf9\u590d\u6742\u73b0\u8c61\u7684\u4eff\u771f\u6210\u4e3a\u7b2c3\u79cd\u79d1\u7814\u65b9\u5f0f\uff08\u7b2c\u4e09\u8303\u5f0f\uff09\u3002\u7531\u4e8e\u4e92\u8054\u7f51\u7684\u666e\u53ca\u5f15\u53d1\u6570\u636e\u7206\u70b8\uff0c\u8fd120\u5e74\u6765\u51fa\u73b0\u4e86\u6570\u636e\u5bc6\u96c6\u578b\u79d1\u5b66\u7814\u7a76\u65b9\u5f0f\uff08\u7b2c\u56db\u8303\u5f0f\uff09\u3002<\/p>\n

2007\u5e741\u6708\uff0c\u56fe\u7075\u5956\u5f97\u4e3b\u5409\u59c6\u00b7\u683c\u96f7\uff08Jim Gray\uff09\u5728\u4ed6\u751f\u524d\u6700\u540e\u4e00\u6b21\u6f14\u8bb2\u4e2d\uff0c\u63cf\u7ed8\u4e86\u5173\u4e8e\u79d1\u5b66\u7814\u7a76\u7b2c\u56db\u8303\u5f0f\u7684\u613f\u666f\u3002\u4ed6\u7684\u62a5\u544a\u9898\u76ee\u662f\u201ceScience\uff1a\u79d1\u5b66\u65b9\u6cd5\u7684\u4e00\u6b21\u9769\u547d\u201d\uff0c\u4ed6\u628a\u6570\u636e\u5bc6\u96c6\u578b\u79d1\u7814\u770b\u6210eScience\u7684\u7ec4\u6210\u90e8\u5206\u4e4b\u4e00\uff0c\u4e3b\u8981\u5f3a\u8c03\u6570\u636e\u7684\u7ba1\u7406\u548c\u5171\u4eab\uff0c\u57fa\u672c\u4e0a\u4e0d\u6d89\u53ca\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u6280\u672f\u5728\u79d1\u7814\u4e2d\u7684\u4f5c\u7528\u3002\u201c\u5927\u6570\u636e\u201d\u5f62\u6210\u70ed\u6f6e\u4ee5\u6765\uff0c\u6570\u636e\u9a71\u52a8\u7684\u79d1\u7814\u8d8a\u6765\u8d8a\u53d7\u5230\u91cd\u89c6\u3002\u4f46\u5355\u7eaf\u7684\u6570\u636e\u9a71\u52a8\u6709\u660e\u663e\u7684\u5c40\u9650\u6027\uff0c\u6a21\u578b\u9a71\u52a8\u4e0e\u6570\u636e\u9a71\u52a8\u4e00\u6837\u91cd\u8981\uff0c\u4e24\u8005\u9700\u8981\u878d\u5408\u3002<\/p>\n

\u201c\u79d1\u5b66\u8303\u5f0f\u201d\uff08scientific paradigm\uff09\u662f\u6258\u9a6c\u65af\u00b7\u5e93\u6069\u5728\u5176\u540d\u8457\u300a\u79d1\u5b66\u9769\u547d\u7684\u7ed3\u6784\u300b\u4e2d\u9996\u5148\u4f7f\u7528\u7684\u672f\u8bed\uff0c\u4e3b\u8981\u662f\u6307\u5404\u4e2a\u5b66\u79d1\u5728\u4e00\u5b9a\u5386\u53f2\u65f6\u671f\u5f62\u6210\u7684\u5bf9\u67d0\u79cd\u4e13\u4e1a\u77e5\u8bc6\u7684\u89c1\u89e3\u4e0e\u5171\u8bc6\u3002\u73b0\u5728\u8fd9\u4e2a\u672f\u8bed\u5df2\u6210\u4e3a\u5f88\u6d41\u884c\u7684\u70ed\u8bcd\uff0c\u542b\u4e49\u5df2\u7ecf\u6cdb\u5316\u3002\u672c\u6587\u8ba8\u8bba\u7684\u201c\u79d1\u7814\u8303\u5f0f\u201d\u662f\u6307\u4ece\u5b8f\u89c2\u89d2\u5ea6\u770b\u5230\u7684\u79d1\u5b66\u7814\u7a76\u65b9\u5f0f\u3002\u8fd1\u51e0\u5e74\u6765\uff0c\u4e0d\u5c11\u5b66\u8005\u5f00\u59cb\u5021\u5bfc\u7b2c\u4e94\u79d1\u7814\u8303\u5f0f\u3002\u66fe\u7ecf\u5927\u529b\u5ba3\u4f20\u7b2c\u56db\u79d1\u7814\u8303\u5f0f\u7684\u5fae\u8f6f\u7814\u7a76\u9662\u6700\u8fd1\u4e5f\u5728\u63d0\u5021\u7b2c\u4e94\u79d1\u7814\u8303\u5f0f\uff0c\u6210\u7acb\u4e86\u65b0\u7684AI4Science\u7814\u7a76\u4e2d\u5fc3\u30022019\u5e7411\u6708\uff0c\u7b14\u8005\u53d1\u8d77\u4e3e\u529e\u4e86\u7b2c667\u6b21\u9999\u5c71\u79d1\u5b66\u4f1a\u8bae\uff0c\u4f1a\u540e\u5728\u300a\u4e2d\u56fd\u79d1\u5b66\u9662\u9662\u520a\u300b2020\u5e74\u7b2c12\u671f\u53d1\u8868\u4e86\u300a\u6570\u636e\u79d1\u5b66\u4e0e\u8ba1\u7b97\u667a\u80fd\uff1a\u5185\u6db5\u3001\u8303\u5f0f\u4e0e\u673a\u9047\u300b\u7efc\u8ff0\u8bba\u6587\uff0c\u6587\u7ae0\u4e2d\u660e\u786e\u63d0\u51fa\u8981\u5f00\u542f\u201c\u7b2c\u4e94\u8303\u5f0f\u201d\u79d1\u5b66\u7814\u7a76\uff0c\u6307\u51fa\u201c\u7b2c\u4e94\u8303\u5f0f\u201d\u4e0d\u4ec5\u4ec5\u662f\u4f20\u7edf\u7684\u79d1\u5b66\u53d1\u73b0\uff0c\u66f4\u662f\u5bf9\u667a\u80fd\u7cfb\u7edf\u7684\u63a2\u7d22\u548c\u5b9e\u73b0\uff0c\u5f3a\u8c03\u4eba\u8111\u4e0e\u8ba1\u7b97\u673a\u7684\u6709\u673a\u878d\u5408\uff0c\u5e76\u9884\u8a00\u518d\u8fc710\u201420\u5e74\uff0c\u201c\u7b2c\u4e94\u8303\u5f0f\u201d\u53ef\u80fd\u9010\u6b65\u6210\u4e3a\u79d1\u5b66\u7814\u7a76\u7684\u4e3b\u6d41\u8303\u5f0f\u4e4b\u4e00\u3002<\/p>\n

\u73b0\u5728\u8fd8\u5f88\u96be\u5bf9\u7b2c\u4e94\u79d1\u7814\u8303\u5f0f\u505a\u51fa\u4e25\u683c\u5b9a\u4e49\uff0c\u4f46\u5176\u7279\u5f81\u5df2\u9010\u6b65\u663e\u9732\u51fa\u6765\uff0c\u6982\u62ec\u8d77\u6765\u5305\u62ec\u4ee5\u4e0b6\u70b9\uff1a\u4eba\u5de5\u667a\u80fd\u5168\u9762\u878d\u5165\u79d1\u5b66\u3001\u6280\u672f\u548c\u5de5\u7a0b\u7814\u7a76\uff0c\u77e5\u8bc6\u81ea\u52a8\u5316\uff0c\u79d1\u7814\u5168\u8fc7\u7a0b\u667a\u80fd\u5316\uff1b\u4eba\u673a\u878d\u5408\uff0c\u673a\u5668\u6d8c\u73b0\u667a\u80fd\u6210\u4e3a\u79d1\u7814\u7684\u7ec4\u6210\u90e8\u5206\uff0c\u6697\u77e5\u8bc6\u548c\u673a\u5668\u731c\u60f3\u5e94\u8fd0\u800c\u751f\uff1b\u4ee5\u590d\u6742\u7cfb\u7edf\u4e3a\u4e3b\u8981\u7814\u7a76\u5bf9\u8c61\uff0c\u6709\u6548\u5e94\u5bf9\u8ba1\u7b97\u590d\u6742\u6027\u975e\u5e38\u9ad8\u7684\u7ec4\u5408\u7206\u70b8\u95ee\u9898\uff1b\u9762\u5411\u975e\u786e\u5b9a\u6027\u95ee\u9898\uff0c\u6982\u7387\u548c\u7edf\u8ba1\u63a8\u7406\u5728\u79d1\u7814\u4e2d\u53d1\u6325\u66f4\u5927\u7684\u4f5c\u7528\uff1b\u8de8\u5b66\u79d1\u5408\u4f5c\u6210\u4e3a\u4e3b\u6d41\u79d1\u7814\u65b9\u5f0f\uff0c\u5b9e\u73b0\u524d4\u79cd\u79d1\u7814\u8303\u5f0f\u7684\u878d\u5408\uff0c\u7279\u522b\u662f\u57fa\u4e8e\u7b2c\u4e00\u6027\u539f\u7406\u7684\u6a21\u578b\u9a71\u52a8\u548c\u6570\u636e\u9a71\u52a8\u7684\u878d\u5408\uff1b\u79d1\u7814\u66f4\u52a0\u4f9d\u9760\u4ee5\u5927\u6a21\u578b\u4e3a\u7279\u5f81\u7684\u5927\u5e73\u53f0\uff0c\u79d1\u5b66\u7814\u7a76\u4e0e\u5de5\u7a0b\u5b9e\u73b0\u5bc6\u5207\u7ed3\u5408\u7b49\u3002<\/p>\n

\u9102\u7ef4\u5357\u7b49\u79d1\u5b66\u5bb6\u5c06\u201cAI for Science\u201d\u7ffb\u8bd1\u6210\u201c\u79d1\u5b66\u667a\u80fd\u201d\uff0c\u8fd9\u4e2a\u672f\u8bed\u5df2\u7ecf\u5f00\u59cb\u6d41\u884c\uff0c\u53ef\u4f5c\u4e3a\u7b2c\u4e94\u79d1\u7814\u8303\u5f0f\u5b9a\u540d\u4e0e\u7ffb\u8bd1\u7684\u501f\u9274\uff0c\u4f46\u667a\u80fd\u5316\u7684\u79d1\u7814\u4e0d\u9650\u4e8e\u57fa\u7840\u79d1\u5b66\u7814\u7a76\uff0c\u4e5f\u5305\u62ec\u6280\u672f\u7814\u7a76\u548c\u5de5\u7a0b\u7814\u7a76\u7684\u667a\u80fd\u5316\u3002\u79d1\u5b66\u6280\u672f\u90e8\u548c\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u59d4\u5458\u4f1a\u542f\u52a8\u90e8\u7f72\u7684\u201cAI for Science\u201d\u4e13\u9879\u79f0\u4e3a\u201c\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u79d1\u5b66\u7814\u7a76\u201d\uff0c\u4f46\u5728\u4e0e\u5b9e\u9a8c\u3001\u7406\u8bba\u3001\u8ba1\u7b97\u673a\u4eff\u771f\u3001\u6570\u636e\u9a71\u52a8\u7b49\u8303\u5f0f\u540d\u79f0\u653e\u5728\u4e00\u8d77\u65f6\uff0c\u53c8\u663e\u5f97\u4e0d\u591f\u7cbe\u70bc\u3002\u5728\u4ee5\u4e0a\u57fa\u7840\u4e0a\uff0c\u672c\u6587\u5c06\u7b2c\u4e94\u79d1\u7814\u8303\u5f0f\u79f0\u4e3a\u201c\u667a\u80fd\u5316\u79d1\u7814\u201d\uff08AI for Research\uff0c\u7b80\u79f0\u201cAI4R\u201d\uff09\uff0c\u6587\u5b57\u76f8\u5bf9\u7cbe\u70bc\u4e00\u4e9b\uff0c\u5185\u5bb9\u66f4\u5e7f\u6cdb\uff0c\u542b\u4e49\u4e5f\u66f4\u6df1\u523b\u3002<\/p>\n

\u667a\u80fd\u5316\u79d1\u7814\uff08AI4R\uff09\uff1a\u6210\u529f\u6848\u4f8b<\/strong><\/p>\n

\u6570\u636e\u9a71\u52a8\u7814\u7a76\u65b9\u5f0f\u5f80\u5f80\u8db3\u591f\u5feb\u4f46\u4e0d\u591f\u7cbe\u786e\uff1b\u800c\u57fa\u4e8e\u7b2c\u4e00\u6027\u539f\u7406\u7684\u7406\u8bba\u63a8\u6f14\u548c\u8ba1\u7b97\u65b9\u5f0f\u7b97\u5f97\u51c6\u4f46\u4e0d\u591f\u5feb\uff0c\u53ea\u80fd\u5904\u7406\u5c0f\u89c4\u6a21\u7684\u79d1\u5b66\u95ee\u9898\u3002\u8fd1\u51e0\u5e74\uff0c\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5728\u751f\u7269\u3001\u6750\u6599\u3001\u5236\u836f\u7b49\u9886\u57df\u7684\u79d1\u5b66\u7814\u7a76\u4e2d\u5f97\u5230\u5e7f\u6cdb\u5e94\u7528\uff0cAI4R\u65e2\u53ef\u4ee5\u63d0\u9ad8\u79d1\u7814\u6548\u7387\uff0c\u53c8\u80fd\u4fdd\u8bc1\u79d1\u7814\u8981\u6c42\u7684\u7cbe\u786e\u6027\uff0c\u6210\u4e3a\u79d1\u5b66\u7814\u7a76\u7684\u5f3a\u5927\u63a8\u52a8\u529b\u3002AI4R\u7684\u6210\u529f\u6848\u4f8b\u5f88\u591a\uff0c\u672c\u6587\u4ecb\u7ecd\u4e0e\u4e2d\u56fd\u79d1\u5b66\u9662\u8ba1\u7b97\u6280\u672f\u7814\u7a76\u6240\uff08\u4ee5\u4e0b\u7b80\u79f0\u201c\u8ba1\u7b97\u6240\u201d\uff09\u6709\u5173\u76843\u4e2a\u6848\u4f8b\u3002<\/p>\n

\u86cb\u767d\u8d28\u4e09\u7ef4\u7ed3\u6784\u9884\u6d4b\u3002\u5229\u7528\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u9884\u6d4b\u86cb\u767d\u8d28\u7684\u4e09\u7ef4\u7ed3\u6784\u662fAI4R\u7684\u91cc\u7a0b\u7891\u5f0f\u7684\u79d1\u7814\u6210\u679c\u3002\u5230\u76ee\u524d\u4e3a\u6b62\uff0cAlphaFold 2\u5df2\u9884\u6d4b\u4e86\u8d85\u8fc7100\u4e07\u4e2a\u7269\u79cd\u76842.14\u4ebf\u4e2a\u86cb\u767d\u8d28\u4e09\u7ef4\u7ed3\u6784\uff0c\u51e0\u4e4e\u6db5\u76d6\u4e86\u5730\u7403\u4e0a\u6240\u6709\u5df2\u77e5\u7684\u86cb\u767d\u8d28\u3002AlphaFold 2\u4e0d\u4ec5\u662f\u7ed3\u6784\u751f\u7269\u5b66\u9886\u57df\u7684\u98a0\u8986\u6027\u7a81\u7834\uff0c\u66f4\u91cd\u8981\u7684\u610f\u4e49\u662f\u6d88\u9664\u4e86\u79d1\u5b66\u5bb6\u5bf9\u4eba\u5de5\u667a\u80fd\u8ba4\u8bc6\u4e0a\u7684\u969c\u788d\uff0c\u7167\u4eae\u4e86AI4R\u524d\u8fdb\u7684\u9053\u8def\u3002\u8fc7\u53bb\u5373\u4f7f\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u975e\u5e38\u7cbe\u786e\u5730\u9884\u6d4b\u4e86\u86cb\u767d\u8d28\u4e09\u7ef4\u7ed3\u6784\uff0c\u4e5f\u53ea\u8ba4\u4e3a\u662f\u6240\u8c13\u201c\u5e72\u5b9e\u9a8c\u201d\u6210\u679c\uff0c\u5fc5\u987b\u8981\u751f\u7269\u5b66\u5bb6\u505a\u4e86\u201c\u6e7f\u5b9e\u9a8c\u201d\u4ee5\u540e\u624d\u4f1a\u63a5\u53d7\u3002\u73b0\u5728\u751f\u7269\u5b66\u5bb6\u5df2\u80fd\u591f\u76f8\u4fe1\u4eba\u5de5\u667a\u80fd\u7684\u9884\u6d4b\uff0c\u8fd9\u662f\u79d1\u5b66\u754c\u7684\u8de8\u65f6\u4ee3\u8fdb\u6b65\u3002\u5728AlphaFold 2\u63a8\u51fa\u4ee5\u524d\uff0c\u8ba1\u7b97\u6240\u5728\u86cb\u767d\u8d28\u4e09\u7ef4\u7ed3\u6784\u9884\u6d4b\u65b9\u9762\u5c31\u66fe\u7ecf\u505a\u51fa\u8fc7\u56fd\u9645\u9886\u5148\u7684\u79d1\u7814\u6210\u679c\u3002<\/p>\n

\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u3002\u4e2d\u7f8e\u5408\u4f5c\u7684\u6df1\u5ea6\u52bf\u80fd\u56e2\u961f\u91c7\u7528\u5168\u65b0\u7684\u201c\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u201d\u7814\u7a76\u65b9\u6cd5\uff0c\u5c06\u5177\u6709\u7b2c\u4e00\u6027\u539f\u7406\u7cbe\u5ea6\u7684\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u89c4\u6a21\u6269\u5c55\u52301\u4ebf\u4e2a\u539f\u5b50\uff0c\u8ba1\u7b97\u6548\u7387\u63d0\u53471 000\u500d\u4ee5\u4e0a\u3002\u8fd9\u662f\u56fd\u9645\u4e0a\u9996\u6b21\u5b9e\u73b0\u667a\u80fd\u8d85\u7b97\u4e0e\u7269\u7406\u6a21\u578b\u76f8\u7ed3\u5408\uff0c\u5f15\u9886\u4e86\u79d1\u5b66\u8ba1\u7b97\u4ece\u4f20\u7edf\u7684\u8ba1\u7b97\u6a21\u5f0f\u671d\u7740\u667a\u80fd\u8d85\u7b97\u65b9\u5411\u524d\u8fdb\u3002\u6b64\u8bba\u6587\u7684\u7b2c\u4e00\u4f5c\u8005\u8d3e\u4f1f\u4e50\u76ee\u524d\u5728\u8ba1\u7b97\u6240\u5de5\u4f5c\u30022022\u5e74\uff0c\u4ed6\u5c06\u5206\u5b50\u52a8\u529b\u5b66\u7684\u8ba1\u7b97\u89c4\u6a21\u63d0\u5347\u81f3170\u4ebf\u4e2a\u539f\u5b50\uff0c\u8ba1\u7b97\u6a21\u62df\u7684\u901f\u5ea6\u63d0\u9ad87\u500d\uff0c\u4e00\u5929\u80fd\u591f\u6a21\u62df11.2\u7eb3\u79d2\u7684\u7269\u7406\u8fc7\u7a0b\uff0c\u6bd42020\u5e74\u83b7\u5f97\u6208\u767b\u00b7\u8d1d\u5c14\u5956\u7684\u6210\u679c\u53c8\u63d0\u53471\u20142\u4e2a\u6570\u91cf\u7ea7\u3002<\/p>\n

\u82af\u7247\u5168\u81ea\u52a8\u8bbe\u8ba1\u30022022\u5e745\u6708\uff0c\u8ba1\u7b97\u6240\u6210\u529f\u5229\u7528\u4eba\u5de5\u667a\u80fd\u6280\u672f\u8bbe\u8ba1\u51fa\u5168\u7403\u9996\u6b3e\u5168\u81ea\u52a8\u751f\u6210\u768432\u4f4d\u7b2c\u4e94\u4ee3\u7cbe\u7b80\u6307\u4ee4\u96c6\uff08RISC-V\uff09\u4e2d\u592e\u5904\u7406\u5668\uff08CPU\uff09\u2014\u2014\u201c\u542f\u84991\u53f7\u201d\u3002\u8bbe\u8ba1\u5468\u671f\u7f29\u77ed\u81f3\u4f20\u7edf\u8bbe\u8ba1\u65b9\u6cd5\u76841\/1 000\uff0c\u4ec5\u75285\u5c0f\u65f6\u5c31\u751f\u6210\u4e86400\u4e07\u903b\u8f91\u95e8\u3002\u8fd9\u4e00\u521b\u65b0\u6210\u679c\u662f\u4eba\u5de5\u667a\u80fd\u5728\u590d\u6742\u7684\u5de5\u7a0b\u8bbe\u8ba1\u9886\u57df\u53d6\u5f97\u7684\u91cd\u5927\u7a81\u7834\uff0c\u9884\u793a\u7740\u201cAI for Technology\u201d\u4e0e\u201cAI for Science\u201d\u4e00\u6837\uff0c\u5177\u6709\u5341\u5206\u5149\u660e\u7684\u524d\u9014\u3002CPU\u8bbe\u8ba1\u7684\u51c6\u786e\u7387\u8981\u8fbe\u523099.999 999 999 99%\uff0813\u4e2a9\uff01\uff09\u4ee5\u4e0a\u5305\u990a\u7db2<\/a>\uff1b\u800c\u82e5\u91c7\u7528\u795e\u7ecf\u7f51\u7edc\u65b9\u6cd5\uff0c\u5305\u62ec\u6700\u8fd1\u5f88\u70ed\u95e8\u7684\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u90fd\u65e0\u6cd5\u4fdd\u8bc1\u7cbe\u5ea6\u3002\u8ba1\u7b97\u6240\u9648\u4e91\u9701\u56e2\u961f\u53d1\u660e\u4e86\u7528\u4e8c\u8fdb\u5236\u63a8\u6d4b\u56fe\uff08BSD\uff09\u6765\u8868\u793a\u7535\u8def\u903b\u8f91\u7684\u65b0\u65b9\u6cd5\uff0c\u53ef\u4ee5\u5c06\u4e00\u822c\u5e03\u5c14\u51fd\u6570\u7684\u63cf\u8ff0\u590d\u6742\u5ea6\u4ece\u6307\u6570\u7ea7\u964d\u5230\u591a\u9879\u5f0f\u7ea7\u3002\u201c\u542f\u84991\u53f7\u201d\u7684\u4e00\u4e2a\u91cd\u8981\u53d1\u73b0\u662f\uff0c\u4e0d\u53ea\u662f\u57fa\u4e8e\u795e\u7ecf\u7f51\u7edc\u7684\u8bed\u8a00\u5927\u6a21\u578b\uff0c\u7c7b\u4f3c\u51b3\u7b56\u6811\u7684BSD\u4e5f\u5177\u6709\u6d8c\u73b0\u529f\u80fd\u3002\u8fd9\u4e00\u610f\u5916\u7684\u53d1\u73b0\u5f15\u53d1\u4e86\u4eba\u4eec\u5bf9\u795e\u7ecf\u7f51\u7edc\u4e4b\u5916\u7684\u667a\u80fd\u6280\u672f\u7684\u671f\u76fc\uff0c\u53ea\u8981\u6a21\u578b\u8db3\u591f\u590d\u6742\uff0c\u5176\u4ed6\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\u4e5f\u53ef\u80fd\u6d8c\u73b0\u51fa\u610f\u60f3\u4e0d\u5230\u7684\u529f\u80fd\u3002<\/p>\n

\u667a\u80fd\u5316\u79d1\u7814\uff08AI4R\uff09\uff1a\u5411\u667a\u80fd\u65f6\u4ee3\u8fc8\u8fdb\u4e2d\u51fa\u73b0\u7684\u65b0\u79d1\u7814\u8303\u5f0f<\/strong><\/p>\n

\u79d1\u7814\u8303\u5f0f\u968f\u7740\u4eba\u7c7b\u751f\u4ea7\u529b\u7684\u8fdb\u6b65\u4e0d\u65ad\u6f14\u53d8\u3002\u519c\u4e1a\u65f6\u4ee3\u53ea\u6709\u7b2c\u4e00\u8303\u5f0f\uff0c\u5de5\u4e1a\u65f6\u4ee3\u5f00\u59cb\u6d41\u884c\u7b2c\u4e8c\u8303\u5f0f\uff0c\u4fe1\u606f\u65f6\u4ee3\u51fa\u73b0\u7b2c\u4e09\u548c\u7b2c\u56db\u8303\u5f0f\u3002\u73b0\u5728\u4eba\u7c7b\u5904\u4e8e\u4fe1\u606f\u65f6\u4ee3\u7684\u667a\u80fd\u5316\u9636\u6bb5\uff0c\u6b63\u5728\u5411\u667a\u80fd\u65f6\u4ee3\u8fc8\u8fdb\uff0c\u667a\u80fd\u5316\u79d1\u7814\u8303\u5f0f\u987a\u5e94\u800c\u751f\u3002<\/p>\n

\u4ece1936\u5e74\u56fe\u7075\u63d0\u51fa\u8ba1\u7b97\u6a21\u578b\u5f00\u59cb\uff0c\u8ba1\u7b97\u673a\u79d1\u5b66\u6280\u672f\u5df2\u7ecf\u7814\u7a7680\u591a\u5e74\u4e86\u3002\u73b0\u5728\u5927\u5bb6\u666e\u904d\u8ba4\u4e3a\uff0c\u6240\u6709\u7684\u8ba1\u7b97\u673a\u90fd\u662f\u56fe\u7075\u673a\u7684\u5b9e\u73b0\uff0c\u5176\u5b9e\u56fe\u7075\u6a21\u578b\u4e3b\u8981\u662f\u7528\u6765\u7814\u7a76\u8ba1\u7b97\u7684\u4e0d\u53ef\u5224\u5b9a\u6027\u30021943\u5e74\u9ea6\u5361\u6d1b\u514b\uff08McCulloch\uff09\u548c\u76ae\u8328\uff08Pitts\uff09\u63d0\u51fa\u4e86\u795e\u7ecf\u5143\u8ba1\u7b97\u6a21\u578b\uff0c\u8fd9\u4e2a\u6a21\u578b\u5728\u53ef\u8ba1\u7b97\u6027\u4e0a\u4e0e\u56fe\u7075\u6a21\u578b\u662f\u7b49\u4ef7\u7684\uff0c\u4f46\u5bf9\u81ea\u52a8\u673a\u7406\u8bba\u800c\u8a00\uff0c\u53ef\u80fd\u6bd4\u56fe\u7075\u6a21\u578b\u66f4\u6709\u4ef7\u503c\u3002\u51af\u00b7\u8bfa\u4f9d\u66fc\u66fe\u6307\u51fa\uff1a\u201c\u56fe\u7075\u673a\u548c\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u5206\u522b\u4ee3\u8868\u4e86\u4e00\u79cd\u91cd\u8981\u7684\u7814\u7a76\u65b9\u5f0f\uff1a\u7ec4\u5408\u65b9\u6cd5\u548c\u6574\u4f53\u65b9\u6cd5\u3002McCulloch\u548cPitts\u5bf9\u5e95\u5c42\u7684\u96f6\u4ef6\u4f5c\u4e86\u516c\u7406\u5316\u5b9a\u4e49\uff0c\u53ef\u4ee5\u5f97\u5230\u975e\u5e38\u590d\u6742\u7684\u7ec4\u5408\u7ed3\u6784\uff1b\u56fe\u7075\u5b9a\u4e49\u4e86\u81ea\u52a8\u673a\u7684\u529f\u80fd\uff0c\u5e76\u6ca1\u6709\u6d89\u53ca\u5230\u5177\u4f53\u7684\u96f6\u4ef6\u3002\u201d\u8fd9\u4e24\u6761\u6280\u672f\u8def\u7ebf\u4e00\u76f4\u5728\u7ade\u4e89\uff0c\u5c3d\u7ba1\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u53d7\u5230\u6392\u6324\u6253\u538b\uff0c\u4f46\u76f8\u5173\u5b66\u8005\u59cb\u7ec8\u6ca1\u6709\u505c\u6b62\u7814\u7a76\u3002\u4e00\u76f4\u52302012\u5e74\uff0cHinton\u7b49\u5b66\u8005\u53d1\u660e\u7684\u6df1\u5ea6\u5b66\u4e60\u65b9\u6cd5\u5728ImageNet\u56fe\u50cf\u8bc6\u522b\u6bd4\u8d5b\u4e2d\u4e00\u9e23\u60ca\u4eba\uff0c\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u624d\u4e00\u4e0b\u5b50\u7ea2\u706b\u8d77\u6765\u3002<\/p>\n

\u73b0\u5728\u6d41\u884c\u7684\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u4e0eMcCulloch\u548cPitts\u63d0\u51fa\u7684\u6a21\u578b\u5e76\u6ca1\u6709\u5b9e\u8d28\u6027\u7684\u6539\u53d8\uff0c\u80fd\u5728\u56fe\u50cf\u3001\u8bed\u97f3\u8bc6\u522b\u548c\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u4e0a\u53d6\u5f97\u91cd\u5927\u7a81\u7834\uff0c\u9664\u4e86\u91c7\u7528\u53cd\u5411\u4f20\u64ad\u548c\u68af\u5ea6\u4e0b\u964d\u7b97\u6cd5\u5916\uff0c\u4e3b\u8981\u662f\u6570\u636e\u91cf\u5927\u4e86\u51e0\u4e2a\u6570\u91cf\u7ea7\uff0c\u8ba1\u7b97\u673a\u7684\u7b97\u529b\u4e5f\u589e\u5f3a\u4e86\u51e0\u4e2a\u6570\u91cf\u7ea7\uff0c\u91cf\u53d8\u5f15\u8d77\u4e86\u8d28\u53d8\u3002\u51af\u00b7\u8bfa\u4f0a\u66fc\u7684\u8457\u4f5c\u300a\u81ea\u590d\u5236\u81ea\u52a8\u673a\u7406\u8bba\u300b\u4e2d\u6307\u51fa\uff0c\u201c\u81ea\u52a8\u673a\u7406\u8bba\u7684\u6838\u5fc3\u6982\u5ff5\u5728\u4e8e\u590d\u6742\u6027\uff0c\u8d85\u590d\u6742\u7684\u7cfb\u7edf\u4f1a\u6d8c\u73b0\u51fa\u65b0\u7684\u539f\u7406\u201d\uff0c\u5e76\u63d0\u51fa\u4e00\u4e2a\u91cd\u8981\u6982\u5ff5\u2014\u2014\u590d\u6742\u5ea6\u9608\u503c\u3002\u4f4e\u4e8e\u590d\u6742\u5ea6\u9608\u503c\u7684\u7cfb\u7edf\uff0c\u5c31\u4f1a\u65e0\u60c5\u5730\u8870\u9000\u8017\u6563\uff0c\u7a81\u7834\u4e86\u590d\u6742\u5ea6\u9608\u503c\u7684\u7cfb\u7edf\uff0c\u5c31\u4f1a\u7531\u4e8e\u5728\u6570\u636e\u5c42\u7684\u6269\u6563\u548c\u53d8\u5f02\u4f5c\u7528\u800c\u4e0d\u65ad\u8fdb\u5316\uff0c\u53ef\u4ee5\u505a\u5f88\u56f0\u96be\u7684\u4e8b\u60c5\u3002<\/p>\n

\u73b0\u5728\u7684\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u6709\u6570\u5343\u4ebf\u751a\u81f3\u4e0a\u4e07\u4ebf\u53c2\u6570\uff0c\u53ef\u80fd\u5df2\u63a5\u8fd1\u80fd\u5904\u7406\u56f0\u96be\u95ee\u9898\u7684\u590d\u6742\u5ea6\u9608\u503c\u70b9\u3002\u795e\u7ecf\u7f51\u7edc\u4e0d\u662f\u6309\u7167\u786e\u5b9a\u7684\u7b97\u6cd5\u5b9e\u73b0\u56fe\u7075\u8ba1\u7b97\uff0c\u5176\u4e3b\u8981\u529f\u80fd\u662f\u201c\u731c\u6d4b\u52a0\u9a8c\u8bc1\u201d\u3002\u73b0\u5728\u6d41\u884c\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u80fd\u591f\u7528\u4e8e\u731c\u4e0b\u4e00\u4e2a\u5b57\u662f\u4ec0\u4e48\u3002\u731c\u6d4b\u548c\u8ba1\u7b97\u662f\u4e24\u4e2a\u4e0d\u540c\u7684\u6982\u5ff5\uff0c\u57fa\u4e8e\u795e\u7ecf\u7f51\u7edc\u7684\u673a\u5668\u66f4\u5408\u9002\u7684\u540d\u79f0\u662f\u201c\u731c\u6d4b\u673a\u201d\uff0c\u800c\u4e0d\u662f\u201c\u8ba1\u7b97\u673a\u201d\uff0c\u5176\u89e3\u51b3\u590d\u6742\u95ee\u9898\u7684\u6548\u7387\u5927\u5927\u9ad8\u4e8e\u56fe\u7075\u6a21\u578b\u3002\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u53ea\u662f\u4eba\u5de5\u667a\u80fd\u4f17\u591a\u6a21\u578b\u4e2d\u7684\u4e00\u79cd\uff0c\u53ea\u8981\u8de8\u8fc7\u590d\u6742\u5ea6\u9608\u503c\u70b9\uff0c\u5176\u4ed6\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u4e5f\u6709\u53ef\u80fd\u8868\u73b0\u51fa\u8d85\u4e4e\u5bfb\u5e38\u7684\u529f\u80fd\u3002\u667a\u80fd\u5316\u79d1\u7814\u5c31\u662f\u8981\u8ba9\u5404\u79cd\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5728\u79d1\u7814\u5de5\u4f5c\u4e2d\u5927\u653e\u5f02\u5f69\u3002<\/p>\n

\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7ecf\u8fc760\u591a\u5e74\u7684\u6c89\u6dc0\u548c\u79ef\u7d2f\uff0c\u5728\u6570\u636e\u548c\u7b97\u529b\u5747\u8db3\u591f\u4e30\u5bcc\u7684\u6761\u4ef6\u4e0b\uff0c\u5df2\u7ecf\u6210\u4e3a\u63a8\u52a8\u79d1\u7814\u548c\u751f\u4ea7\u7684\u5229\u5668\uff0c\u7206\u53d1\u51fa\u524d\u6240\u672a\u6709\u7684\u80fd\u91cf\u3002\u5c3d\u7ba1\u5b9e\u73b0\u771f\u6b63\u7684\u901a\u7528\u4eba\u5de5\u667a\u80fd\u8fd8\u8981\u8d70\u5f88\u957f\u7684\u8def\uff0c\u4f46\u6beb\u65e0\u7591\u95ee\uff0c\u667a\u80fd\u5316\u5df2\u7ecf\u6210\u4e3a\u5f53\u4eca\u65f6\u4ee3\u7684\u4e3b\u8981\u8ffd\u6c42\u3002\u5bf9\u65f6\u4ee3\u7684\u8ba4\u8bc6\u4e0d\u80fd\u72af\u9519\u8bef\uff0c\u9519\u8fc7\u65f6\u4ee3\u8f6c\u53d8\u673a\u9047\u5c06\u906d\u53d7\u5386\u53f2\u6027\u7684\u964d\u7ef4\u6253\u51fb\u3002<\/p>\n

\u667a\u80fd\u5316\u79d1\u7814\uff08AI4R\uff09\u7684\u6807\u5fd7\uff1a\u673a\u5668\u6d8c\u73b0\u667a\u80fd\uff0c\u4eba\u673a\u7269\u667a\u80fd\u878d\u5408<\/strong><\/p>\n

\u7b2c\u4e94\u79d1\u7814\u8303\u5f0f\u7684\u6807\u5fd7\u6027\u4e8b\u4ef6\u662f\uff0c\u5728AlphaFold 2\u5b9e\u73b0\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b\u548c\u540e\u6765GPT-4\u8868\u73b0\u51fa\u7684\u4ee4\u4eba\u60ca\u8273\u7684\u529f\u80fd\u4e2d\uff0c\u673a\u5668\u731c\u60f3\u90fd\u53d1\u6325\u4e86\u5173\u952e\u4f5c\u7528\uff0c\u8bf4\u660e\u5927\u89c4\u6a21\u7684\u673a\u5668\u5b66\u4e60\u795e\u7ecf\u7f51\u7edc\u5df2\u6d8c\u73b0\u51fa\u67d0\u79cd\u7a0b\u5ea6\u7684\u8ba4\u77e5\u667a\u80fd\u3002\u5c3d\u7ba1\u5f00\u53d1\u8005\u5e76\u4e0d\u80fd\u5b8c\u5168\u89e3\u91ca\u673a\u5668\u7684\u8ba4\u77e5\u667a\u80fd\u662f\u5982\u4f55\u4ea7\u751f\u7684\uff0c\u4f46\u5b9e\u8df5\u5df2\u8bc1\u660e\uff0c\u5728\u5f88\u591a\u5e94\u7528\u4e2d\uff0c\u673a\u5668\u7684\u731c\u6d4b\u662f\u6b63\u786e\u7684\u3002\u4eba\u9020\u7684\u7845\u57fa\u4ea7\u54c1\u6d8c\u73b0\u51fa\u8d85\u51fa\u5e38\u89c4\u8ba1\u7b97\u548c\u4fe1\u606f\u5904\u7406\u7684\u8ba4\u77e5\u667a\u80fd\uff0c\u8fd9\u662f\u4e00\u4e2a\u5212\u65f6\u4ee3\u7684\u53d8\u5316\u3002<\/p>\n

\u6240\u8c13\u201c\u6d8c\u73b0\u201d\uff0c\u662f\u6307\u7cfb\u7edf\u4e2d\u7684\u4e2a\u4f53\u9075\u5faa\u7b80\u5355\u7684\u89c4\u5219\uff0c\u901a\u8fc7\u5c40\u90e8\u7684\u76f8\u4e92\u4f5c\u7528\u6784\u6210\u4e00\u4e2a\u6574\u4f53\u65f6\uff0c\u4e00\u4e9b\u610f\u60f3\u4e0d\u5230\u7684\u5c5e\u6027\u6216\u8005\u89c4\u5f8b\u4f1a\u7a81\u7136\u5728\u7cfb\u7edf\u5c42\u9762\u51fa\u73b0\uff0c\u5373\u201c\u7cfb\u7edf\u5b9a\u91cf\u4e0a\u7684\u53d8\u5316\u53ef\u4ee5\u5bfc\u81f4\u7cfb\u7edf\u884c\u4e3a\u4e0a\u7684\u5b9a\u6027\u53d8\u5316\u201d\u3002\u751f\u547d\u7684\u5f62\u6210\uff0c\u8681\u7fa4\u3001\u9e1f\u7fa4\u7684\u7fa4\u4f53\u6027\u884c\u4e3a\uff0c\u4eba\u8111\u7684\u667a\u6167\uff0c\u4eba\u7c7b\u8bb8\u591a\u793e\u4f1a\u884c\u4e3a\u7b49\u90fd\u6e90\u81ea\u201c\u6d8c\u73b0\u201d\u3002\u4eba\u4eec\u5e38\u8bf4\uff0c21\u4e16\u7eaa\u662f\u201c\u590d\u6742\u6027\u79d1\u5b66\u7684\u4e16\u7eaa\u201d\uff0c\u800c\u201c\u6d8c\u73b0\u201d\u5c31\u662f\u590d\u6742\u6027\u79d1\u5b66\u6700\u5173\u6ce8\u7684\u4e3b\u9898\u3002\u7f8e\u56fd\u5723\u5854\u83f2\u7814\u7a76\u62401984\u5e74\u5c31\u5f00\u59cb\u63a2\u7d22\u79d1\u5b66\u548c\u793e\u4f1a\u4e2d\u7684\u6d8c\u73b0\u884c\u4e3a\uff0c\u8bd5\u56fe\u521b\u9020\u4e00\u79cd\u7edf\u4e00\u7684\u590d\u6742\u79d1\u5b66\u7406\u8bba\u6765\u89e3\u91ca\u201c\u6d8c\u73b0\u201d\uff0c\u4f46\u81f3\u4eca\u63ed\u793a\u201c\u6d8c\u73b0\u201d\u7684\u673a\u7406\u4ecd\u7136\u662f\u4e00\u4e2a\u5f00\u653e\u6027\u7684\u79d1\u5b66\u95ee\u9898\u3002<\/p>\n

\u673a\u5668\u5177\u6709\u4eba\u7c7b\u89e3\u91ca\u4e0d\u6e05\u695a\u7684\u201c\u6697\u77e5\u8bc6\u201d\uff0c\u8fd9\u5bf9\u6211\u4eec\u66fe\u7ecf\u56fa\u6709\u7684\u8ba4\u8bc6\u8bba\u662f\u4e00\u6b21\u5de8\u5927\u7684\u51b2\u51fb\u3002\u6709\u4e9b\u5b66\u8005\u8ba4\u4e3a\uff0c\u8ba1\u7b97\u673a\u53ea\u80fd\u673a\u68b0\u5730\u6267\u884c\u4eba\u7f16\u5199\u7684\u7a0b\u5e8f\uff0c\u4e0d\u53ef\u80fd\u6709\u667a\u80fd\u3002\u4f46\u4e0a\u5343\u4ebf\u81ea\u52a8\u751f\u6210\u7684\u53c2\u6570\u6784\u6210\u7684\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u5df2\u7ecf\u662f\u4e00\u4e2a\u6709\u201c\u8ba4\u77e5\u201d\u80fd\u529b\u7684\u590d\u6742\u7cfb\u7edf\uff0c\u5176\u6d8c\u73b0\u80fd\u529b\u4e0d\u662f\u7a0b\u5e8f\u5458\u7f16\u7a0b\u65f6\u76f4\u63a5\u8f93\u5165\u7684\uff0c\u662f\u673a\u5668\u5b66\u4e60\u5f62\u6210\u7684\u590d\u6742\u7cfb\u7edf\u81ea\u5df1\u5177\u6709\u7684\u3002\u6240\u4ee5\u6211\u4eec\u5e94\u5f53\u627f\u8ba4\uff0c\u4eba\u6709\u4eba\u667a\uff0c\u673a\u6709\u673a\u201c\u667a\u201d\u3002\u4eba\u673a\u4e92\u8865\u662f\u7b2c\u4e94\u79d1\u7814\u8303\u5f0f\u7684\u4e3b\u8981\u7279\u5f81\u4e4b\u4e00\uff0c\u4eca\u540e\u8981\u4e89\u53d6\u505a\u5230\u4eba\u7c7b\u548c\u4eba\u5de5\u667a\u80fd\u201c\u5404\u663e\u5176\u667a\uff0c\u667a\u667a\u4e0e\u5171\u201d\u3002<\/p>\n

\u8fd9\u91cc\u6240\u8bf4\u7684\u201c\u673a\u5668\u7684\u8ba4\u77e5\u80fd\u529b\u201d\u4e0d\u540c\u4e8e\u4eba\u7684\u8ba4\u77e5\u80fd\u529b\uff0c\u201c\u673a\u5668\u7406\u89e3\u201d\u4e5f\u4e0d\u540c\u4e8e\u4eba\u7684\u7406\u89e3\u3002\u6240\u8c13\u201c\u673a\u5668\u7406\u89e3\u201d\u662f\u6307\uff0c\u5982\u679c\u673a\u5668\u901a\u8fc7\u5b66\u4e60\u5f62\u6210\u67d0\u4e9b\u89c4\u5219\uff0c\u53ef\u4ee5\u5b9e\u73b0\u4e00\u4e2a\u7b26\u53f7\u7a7a\u95f4\u5230\u610f\u4e49\u7a7a\u95f4\u7684\u6620\u5c04\uff0c\u5c31\u8bf4\u5b83\u5bf9\u7b26\u53f7\u7a7a\u95f4\u5177\u6709\u4e00\u5b9a\u7684\u7406\u89e3\u80fd\u529b\u3002\u4f8b\u5982\uff0c\u673a\u5668\u7ffb\u8bd1\u53ef\u4ee5\u4e0d\u61c2\u8bed\u4e49\uff0c\u4f46\u80fd\u5c06\u4e2d\u6587\u201c\u6620\u5c04\u201d\u5230\u5176\u4ed6\u8bed\u8a00\uff0c\u54ea\u6015\u662f\u6ca1\u6709\u63a5\u89e6\u8fc7\u7684\u5c0f\u8bed\u79cd\u3002\u4eba\u5de5\u667a\u5305\u990a\u7db2<\/a>\u80fd\u5929\u6c14\u9884\u62a5\u6a21\u578b\u53ef\u4ee5\u4e0d\u61c2\u6c14\u8c61\u7406\u8bba\uff0c\u4f46\u80fd\u505a\u51fa\u6bd4\u6570\u503c\u5929\u6c14\u9884\u62a5\u8fd8\u7cbe\u786e\u7684\u9884\u62a5\u3002\u8fd9\u53ef\u80fd\u662f\u4e00\u79cd\u65b0\u9896\u7684\u201c\u7406\u89e3\u201d\u5f62\u5f0f\uff0c\u4e00\u79cd\u80fd\u591f\u5b9e\u73b0\u9884\u6d4b\u7684\u7406\u89e3\u5f62\u5f0f\u3002\u5982\u540c\u6211\u4eec\u53ef\u4ee5\u8bf4\u98de\u673a\u5177\u6709\u4e0e\u9e1f\u7c7b\u4e0d\u540c\u7684\u98de\u884c\u80fd\u529b\u4e00\u6837\uff0c\u4e0d\u5fc5\u7ea0\u7f20\u673a\u5668\u7684\u201c\u7406\u89e3\u201d\u662f\u5426\u4e0e\u4eba\u7c7b\u4e00\u6837\u3002\u7406\u89e3\u548c\u610f\u8bc6\u6709\u4e0d\u540c\u5c42\u6b21\u7684\u5185\u6db5\uff0c\u6709\u7406\u89e3\u80fd\u529b\u672a\u5fc5\u6709\u81ea\u6211\u610f\u8bc6\u3002\u5c06\u7406\u89e3\u80fd\u529b\u4e0e\u81ea\u6211\u610f\u8bc6\u5265\u79bb\uff0c\u6709\u52a9\u4e8e\u964d\u4f4e\u4eba\u4eec\u5bf9\u4eba\u5de5\u667a\u80fd\u83ab\u540d\u5176\u5999\u7684\u6050\u60e7\u3002\u5bf9\u673a\u5668\u5b66\u4e60\u5f62\u6210\u7684\u5927\u6a21\u578b\u662f\u5426\u4f1a\u5177\u6709\u7c7b\u4f3c\u4eba\u8111\u7684\u6d8c\u73b0\u80fd\u529b\uff0c\u4e0d\u540c\u7684\u5b66\u8005\u6709\u4e0d\u540c\u7684\u5224\u65ad\u3002Hinton\u7b49\u5b66\u8005\u59cb\u7ec8\u575a\u4fe1\uff0c\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u7684\u795e\u7ecf\u5143\u867d\u7136\u7b80\u5355\uff0c\u4f46\u590d\u6742\u7684\u673a\u5668\u5b66\u4e60\u7f51\u7edc\u4e0e\u4eba\u7c7b\u7684\u5927\u8111\u6709\u67d0\u79cd\u7a0b\u5ea6\u7684\u76f8\u4f3c\u6027\u3002\u6b63\u662f\u7531\u4e8e\u5c11\u6570\u6709\u524d\u77bb\u773c\u5149\u7684\u79d1\u5b66\u5bb6\u7684\u8fd9\u4e00\u4efd\u575a\u4fe1\uff0c\u9ed8\u9ed8\u8015\u8018\u51e0\u5341\u5e74\uff0c\u624d\u8fbe\u6210\u4eca\u5929\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u5927\u7a81\u7834\u3002\u7b14\u8005\u66fe\u95ee\u8fc7ChatGPT\u548c\u201c\u6587\u5fc3\u4e00\u8a00\u201d\uff1a\u201c\u673a\u5668\u662f\u4e0d\u662f\u771f\u7684\u5177\u6709\u667a\u80fd\uff1f\u201dChatGPT\u56de\u7b54\uff1a\u201c\u673a\u5668\u786e\u5b9e\u62e5\u6709\u81ea\u5df1\u7684\u667a\u80fd\u201d\u3002\u201c\u6587\u5fc3\u4e00\u8a00\u201d\u56de\u7b54\uff1a\u201c\u76ee\u524d\u7684\u4e3b\u6d41\u89c2\u70b9\u8ba4\u4e3a\uff0c\u673a\u5668\u6682\u65f6\u6ca1\u6709\u771f\u6b63\u7684\u667a\u80fd\u3002\u201d\u673a\u5668\u7684\u56de\u7b54\u4e0e\u521b\u5efa\u8005\u9009\u62e9\u5b66\u4e60\u5185\u5bb9\u7684\u610f\u5411\u6709\u5173\uff0c\u4e5f\u8bb8\uff0c\u4e2d\u7f8e\u4e24\u56fd\u5b66\u8005\u5bf9\u673a\u5668\u667a\u80fd\u7684\u4e0d\u540c\u8ba4\u8bc6\u662f\u5bfc\u81f4\u6211\u4eec\u5728\u5927\u6a21\u578b\u7814\u53d1\u4e0a\u843d\u540e\u7684\u80cc\u540e\u539f\u56e0\u4e4b\u4e00\u3002<\/p>\n

\u667a\u80fd\u5316\u79d1\u7814\uff08AI4R\uff09\u7684\u4e3b\u8981\u76ee\u6807\uff1a\u6709\u6548\u5e94\u5bf9\u96be\u89e3\u7684\u7ec4\u5408\u7206\u70b8\u95ee\u9898<\/strong><\/p>\n

\u4f20\u7edf\u5305\u990a\u7db2<\/a>\u79d1\u5b66\u4e0d\u4f46\u80fd\u63ed\u793a\u81ea\u7136\u754c\u7684\u4e00\u4e9b\u5965\u79d8\uff0c\u800c\u4e14\u80fd\u89e3\u51b3\u5f88\u591a\u56f0\u96be\u7684\u5de5\u7a0b\u95ee\u9898\uff0c\u4f8b\u5982\u5927\u98de\u673a\u7684\u5236\u9020\u3002\u4e00\u67b6\u5927\u98de\u673a\u6709\u6570\u767e\u4e07\u4e2a\u96f6\u90e8\u4ef6\uff0c\u56e0\u4e3a\u6211\u4eec\u660e\u767d\u6bcf\u4e2a\u96f6\u4ef6\u7684\u4f5c\u7528\uff0c\u4e5f\u7406\u89e3\u5b83\u7684\u6574\u4e2a\u7cfb\u7edf\u7684\u7a7a\u6c14\u52a8\u529b\u5b66\u539f\u7406\uff0c\u5176\u590d\u6742\u6027\u5df2\u7ecf\u5728\u6211\u4eec\u7684\u638c\u63e1\u4e4b\u4e2d\u3002\u4f46\u5bf9\u4e8e\u5927\u8111\uff0c\u5373\u4f7f\u6211\u4eec\u7406\u89e3\u4e86\u6bcf\u4e00\u4e2a\u795e\u7ecf\u5143\uff0c\u4ecd\u7136\u4e0d\u80fd\u89e3\u91ca\u610f\u8bc6\u548c\u667a\u6167\u662f\u5982\u5305\u990a<\/a>\u4f55\u4ea7\u751f\u7684\uff0c\u56e0\u4e3a\u590d\u6742\u7cfb\u7edf\u7684\u529f\u80fd\u548c\u6027\u8d28\u5e76\u4e0d\u662f\u5176\u7ec4\u6210\u90e8\u5206\u7684\u7ebf\u6027\u4e4b\u548c\u3002\u5728\u751f\u7269\u3001\u5316\u5b66\u3001\u6750\u6599\u3001\u5236\u836f\u7b49\u8bb8\u591a\u9886\u57df\uff0c\u79d1\u5b66\u95ee\u9898\u4e2d\u5047\u8bbe\u7a7a\u95f4\u975e\u5e38\u5927\uff0c\u4f8b\u5982\u5c0f\u5206\u5b50\u5019\u9009\u836f\u7269\u7684\u6570\u91cf\u4f30\u8ba1\u67091060\u79cd\uff0c\u53ef\u80fd\u6210\u4e3a\u7a33\u5b9a\u6750\u6599\u7684\u603b\u6570\u591a\u8fbe10180\u79cd\uff0c\u9010\u4e2a\u7b5b\u9009\u5b8c\u5168\u4e0d\u53ef\u884c\u3002\u8fd9\u5c31\u662f\u6211\u4eec\u5e38\u8bf4\u7684\u201c\u7ec4\u5408\u7206\u70b8\u201d\uff0c\u6570\u5b66\u5bb6\u79f0\u4e4b\u4e3a\u201c\u7ef4\u5ea6\u707e\u96be\u201d\u3002\u6211\u4eec\u6709\u4e86\u6253\u5f00\u79d1\u5b66\u5927\u95e8\u7684\u94a5\u5319\uff0c\u5374\u6ca1\u6709\u529b\u6c14\u628a\u6c89\u91cd\u7684\u5927\u95e8\u63a8\u5f00\u3002\u7ecf\u8fc7300\u591a\u5e74\u7684\u79d1\u5b66\u63a2\u7d22\uff0c\u77e5\u8bc6\u4e4b\u6811\u5e95\u5c42\u7684\u679c\u5b9e\u5dee\u4e0d\u591a\u90fd\u6458\u5149\u4e86\uff0c\u7559\u5728\u6811\u5c16\u7684\u679c\u5b9e\u51e0\u4e4e\u90fd\u662f\u96be\u5543\u7684\u590d\u6742\u4e4b\u679c\u3002\u8fc7\u53bb4\u79cd\u79d1\u7814\u8303\u5f0f\u96be\u4ee5\u89e3\u51b3\u7684\u7ec4\u5408\u7206\u70b8\u95ee\u9898\u662f\u7b2c\u4e94\u8303\u5f0f\u7684\u4e3b\u8981\u7528\u6b66\u4e4b\u5730\u3002<\/p>\n

\u4eba\u5de5\u667a\u80fd\u7684\u76ee\u6807\u4e0d\u662f\u4e00\u5473\u5730\u6a21\u62df\u8bed\u97f3\u3001\u89c6\u89c9\u3001\u8bed\u8a00\u7b49\u4eba\u7c7b\u81ea\u8eab\u7684\u57fa\u672c\u6280\u80fd\uff0c\u800c\u662f\u8981\u8ba9\u4eba\u5de5\u667a\u80fd\u62e5\u6709\u548c\u4eba\u7c7b\u4e00\u6837\u8ba4\u8bc6\u4e16\u754c\u548c\u6539\u9020\u4e16\u754c\u7684\u80fd\u529b\u3002\u4eba\u8111\u4e2d\u5e76\u6ca1\u6709\u786e\u5b9a\u6027\u7684\u7b97\u6cd5\uff0c\u800c\u662f\u91c7\u7528\u62bd\u8c61\u3001\u6a21\u7cca\u3001\u7c7b\u6bd4\u3001\u8fd1\u4f3c\u7b49\u975e\u786e\u5b9a\u7684\u65b9\u6cd5\u6765\u964d\u4f4e\u8ba4\u77e5\u7684\u590d\u6742\u6027\u3002\u51af\u00b7\u8bfa\u4f0a\u66fc\u65e9\u5c31\u9884\u8a00\uff0c\u201c\u4fe1\u606f\u7406\u8bba\u5305\u62ec\u4e24\u5927\u5757\uff1a\u4e25\u683c\u7684\u4fe1\u606f\u8bba\u548c\u6982\u7387\u7684\u4fe1\u606f\u8bba\u3002\u4ee5\u6982\u7387\u7edf\u8ba1\u4e3a\u57fa\u7840\u7684\u4fe1\u606f\u7406\u8bba\u5927\u6982\u5bf9\u4e8e\u73b0\u4ee3\u8ba1\u7b97\u673a\u8bbe\u8ba1\u66f4\u52a0\u91cd\u8981\u3002\u201d\u8fd1\u51e0\u5e74\u673a\u5668\u5b66\u4e60\u7684\u5de8\u5927\u8fdb\u6b65\uff0c\u4e3b\u8981\u662f\u91c7\u7528\u4e86\u6982\u7387\u7edf\u8ba1\u6a21\u578b\uff0c\u5bf9\u6211\u4eec\u4e0d\u5b8c\u5168\u4e86\u89e3\u7684\u95ee\u9898\u8fdb\u884c\u5efa\u6a21\u5206\u6790\u3002\u673a\u5668\u5b66\u4e60\u63d0\u4f9b\u4e86\u8de8\u5c3a\u5ea6\u5efa\u6a21\u7684\u5de5\u5177\uff0c\u80fd\u8de8\u8d8a\u6240\u6709\u7269\u7406\u5c3a\u5ea6\u8fdb\u884c\u5efa\u6a21\u548c\u8ba1\u7b97\uff0c\u901a\u8fc7\u8bd5\u9519\u548c\u8c03\u6574\uff0c\u4e0d\u65ad\u5b8c\u5584\u6240\u83b7\u5f97\u7684\u7ed3\u679c\uff0c\u8ffd\u6c42\u7edf\u8ba1\u610f\u4e49\u4e0a\u6700\u7ec8\u7ed3\u679c\u7684\u53ef\u63a5\u53d7\u6027\u3002\u7edf\u8ba1\u610f\u4e49\u7684\u6b63\u786e\u6027\u4e0e\u786e\u5b9a\u6027\u8ba1\u7b97\u7a0b\u5e8f\u7684\u4e25\u683c\u6b63\u786e\u6027\u662f\u89e3\u51b3\u590d\u6742\u95ee\u9898\u7684\u4e0d\u540c\u601d\u8def\u3002\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u7684\u65b0\u8fd1\u53d1\u5c55\u4f53\u73b0\u4e00\u79cd\u8d8b\u52bf\uff1a\u653e\u5f03\u7edd\u5bf9\u6027\uff0c\u62e5\u62b1\u4e0d\u786e\u5b9a\u6027\uff0c\u5373\u53ea\u6c42\u8fd1\u4f3c\u89e3\u6216\u6ee1\u8db3\u4e00\u5b9a\u7cbe\u5ea6\u7684\u89e3\u3002\u8fd9\u6216\u8bb8\u662f\u8fd9\u6b21\u4eba\u5de5\u667a\u80fd\u201c\u610f\u5916\u201d\u53d6\u5f97\u6210\u529f\u7684\u6df1\u5c42\u539f\u56e0\u3002<\/p>\n

\u6211\u4eec\u628a\u7b2c\u4e94\u79d1\u5b66\u8303\u5f0f\u79f0\u4e3a\u667a\u80fd\u5316\u79d1\u7814\uff0c\u539f\u56e0\u4e4b\u4e00\u5c31\u662f\uff0c\u53ea\u6709\u7a81\u7834\u8fd8\u539f\u8bba\u548c\u7ecf\u5178\u8ba1\u7b97\u8303\u5f0f\u7684\u601d\u60f3\u67b7\u9501\uff0c\u91c7\u7528\u667a\u80fd\u5316\u7684\u65b0\u8303\u5f0f\uff0c\u624d\u80fd\u5e94\u5bf9\u8f93\u5165\u3001\u8f93\u51fa\u548c\u6c42\u89e3\u8fc7\u7a0b\u7684\u4e0d\u786e\u5b9a\u6027\u3002\u95ee\u9898\u7684\u590d\u6742\u6027\u968f\u8ba1\u7b97\u6a21\u578b\u7684\u6539\u53d8\u800c\u6539\u53d8\u3002\u4eba\u4eec\u5e38\u8bf4\u7684NP\u56f0\u96be\u95ee\u9898\u662f\u5bf9\u56fe\u7075\u8ba1\u7b97\u6a21\u578b\u800c\u8a00\u7684\u3002\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u3001\u6a21\u5f0f\u8bc6\u522b\u7b49NP\u56f0\u96be\u95ee\u9898\u5728\u5927\u6a21\u578b\u4e0a\u80fd\u6709\u6548\u89e3\u51b3\uff0c\u8bf4\u660e\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u5bf9\u8fd9\u7c7b\u95ee\u9898\u7684\u6c42\u89e3\u6548\u7387\u8fdc\u8fdc\u8d85\u8fc7\u56fe\u7075\u8ba1\u7b97\u6a21\u578b\u3002AI4R\u7684\u6210\u529f\u672c\u8d28\u4e0a\u4e0d\u662f\u5927\u7b97\u529b\u51fa\u5947\u8ff9\uff0c\u800c\u662f\u6539\u53d8\u8ba1\u7b97\u6a21\u578b\u7684\u80dc\u5229\u3002<\/p>\n

\u89e3\u51b3\u590d\u6742\u5ea6\u4e0d\u9ad8\u7684\u95ee\u9898\uff0c\u4eba\u4eec\u8ffd\u6c42\u91c7\u7528\u201c\u767d\u76d2\u6a21\u578b\u201d\uff0c\u5f3a\u8c03\u53ef\u89e3\u91ca\u6027\u3002\u4f46\u5bf9\u4e8e\u975e\u5e38\u590d\u6742\u7684\u95ee\u9898\uff0c\u77ed\u671f\u5185\u96be\u4ee5\u83b7\u5f97\u201c\u767d\u76d2\u6a21\u578b\u201d\u3002\u79d1\u5b66\u7814\u7a76\u53ef\u4ee5\u88ab\u89c6\u4e3a\u5c06\u201c\u9ed1\u76d2\u6a21\u578b\u201d\u8f6c\u5316\u4e3a\u201c\u767d\u76d2\u6a21\u578b\u201d\u7684\u8fc7\u7a0b\uff0c\u5373\u4ece\u5bf9\u67d0\u73b0\u8c61\u6216\u8fc7\u7a0b\u4e0d\u4e86\u89e3\u9010\u6b65\u63a8\u8fdb\u5230\u5145\u5206\u7406\u89e3\u5176\u5185\u90e8\u673a\u5236\u548c\u539f\u7406\u3002\u667a\u80fd\u5316\u79d1\u7814\u63d0\u9192\u6211\u4eec\uff0c\u4e00\u5b9a\u65f6\u671f\u5185\u5bf9\u6df1\u5ea6\u5b66\u4e60\u8fd9\u4e00\u7c7b\u201c\u9ed1\u76d2\u6a21\u578b\u201d\u8981\u6709\u4e00\u5b9a\u7684\u5bb9\u5fcd\u5ea6\uff0c\u65e2\u8981\u4ee5\u201c\u5b9e\u8df5\u662f\u68c0\u9a8c\u771f\u7406\u7684\u552f\u4e00\u6807\u51c6\u201d\u4e3a\u539f\u5219\uff0c\u627f\u8ba4\u201c\u9ed1\u76d2\u6a21\u578b\u201d\u67d0\u79cd\u7a0b\u5ea6\u7684\u5408\u7406\u6027\uff0c\u5728\u5176\u57fa\u7840\u4e0a\u5f00\u5c55\u6df1\u5165\u7814\u7a76\uff0c\u4fc3\u8fdb\u79d1\u5b66\u6280\u672f\u53d1\u5c55\uff1b\u53c8\u8981\u9632\u6b62\u6f5c\u5728\u7684\u5931\u63a7\u6216\u4e0d\u826f\u540e\u679c\uff0c\u4ee5\u79d1\u6280\u4f26\u7406\u76d1\u7ba1\u79d1\u7814\u3002<\/p>\n

\u667a\u80fd\u5316\u79d1\u7814\uff08AI4R\uff09\u7684\u91cd\u8981\u7279\u5f81\uff1a\u5e73\u53f0\u578b\u79d1\u7814<\/strong><\/p>\n

\u4eca\u5929\u7684\u79d1\u7814\u8fd8\u9700\u8981\u4f9d\u9760\u79d1\u6280\u5de5\u4f5c\u8005\u4e2a\u4eba\u7684\u806a\u660e\u624d\u667a\u548c\u60f3\u8c61\u529b\uff0c\u597d\u5947\u5fc3\u9a71\u52a8\u7684\u79d1\u7814\u4ecd\u7136\u662f\u79d1\u7814\u7684\u91cd\u8981\u7ec4\u6210\u90e8\u5206\uff0c\u4f46\u79d1\u7814\u5de5\u4f5c\u8d8a\u6765\u8d8a\u79bb\u4e0d\u5f00\u79d1\u7814\u7684\u4e09\u8981\u7d20\uff1a\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u3001\u5148\u8fdb\u7684\u7b97\u6cd5\u6a21\u578b\u548c\u5f3a\u5927\u7684\u8ba1\u7b97\u80fd\u529b\u3002\u8fd1\u51e0\u5e74\uff0c\u8fd93\u4e2a\u8981\u7d20\u7684\u89c4\u6a21\u90fd\u5728\u8fc5\u901f\u6269\u5927\uff0c\u5927\u6570\u636e\u3001\u5927\u6a21\u578b\u548c\u5927\u7b97\u529b\u5df2\u5f00\u59cb\u6784\u6210\u4e0d\u53ef\u6216\u7f3a\u7684\u79d1\u7814\u5927\u5e73\u53f0\uff0c\u5e73\u53f0\u578b\u79d1\u7814\u4e5f\u6210\u4e3a\u7b2c\u4e94\u79d1\u5b66\u8303\u5f0f\u7684\u91cd\u8981\u7279\u5f81\u3002<\/p>\n

ChatGPT\u7684\u95ee\u4e16\u6380\u8d77\u4e86\u6784\u5efa\u5927\u6a21\u578b\u7684\u70ed\u6f6e\uff0c\u6a21\u578b\u7684\u53c2\u6570\u89c4\u6a21\u5df2\u7ecf\u8fdc\u8fdc\u8d85\u51fa\u4eba\u4eec\u8fc7\u53bb\u7684\u60f3\u8c61\u3002\u5927\u6a21\u578b\u786e\u5b9e\u6d8c\u73b0\u4e86\u4e00\u4e9b\u5c0f\u6a21\u578b\u4e0d\u5177\u5907\u7684\u529f\u80fd\u548c\u6027\u80fd\uff0c\u4f46\u5927\u6a21\u578b\u7a76\u7adf\u505a\u5230\u591a\u5927\u89c4\u6a21\u624d\u5230\u5c3d\u5934\uff0c\u73b0\u5728\u8fd8\u6ca1\u6709\u5b9a\u8bba\u3002\u5927\u6a21\u578b\u5fc5\u7136\u9700\u8981\u5927\u7b97\u529b\uff0c\u8bad\u7ec3\u5927\u6a21\u578b\u9700\u8981\u7684\u5de8\u5927\u7535\u529b\u5f15\u8d77\u4e86\u4eba\u4eec\u7684\u62c5\u5fe7\uff0c\u4e5f\u4fc3\u4f7f\u79d1\u6280\u754c\u63a2\u7d22\u5927\u5e45\u5ea6\u8282\u80fd\u7684\u53d8\u9769\u6027\u5668\u4ef6\u548c\u8ba1\u7b97\u7cfb\u7edf\u3002\u5927\u8bed\u8a00\u6a21\u578b\u76ee\u524d\u4e3b\u8981\u53d7\u5230\u4f01\u4e1a\u754c\u7684\u9752\u7750\uff0c\u80fd\u4e0d\u80fd\u628a\u5927\u8bed\u8a00\u6a21\u578b\u5f53\u6210\u901a\u7528\u7684\u77e5\u8bc6\u5e93\uff0c\u4e3a\u5927\u79d1\u5b66\u6a21\u578b\u63d0\u4f9b\u4e00\u4e9b\u57fa\u7840\u7684\u77e5\u8bc6\u548c\u5e38\u8bc6\uff0c\u63d0\u9ad8\u79d1\u5b66\u5927\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\uff0c\u662f\u9700\u8981\u63a2\u7d22\u7684\u91cd\u5927\u79d1\u5b66\u95ee\u9898\u3002\u4ee5\u5927\u6a21\u578b\u4e3a\u4ee3\u8868\u7684\u4eba\u5de5\u667a\u80fd\u8fd8\u5904\u5728\u53d1\u5c55\u7684\u521d\u671f\uff0c\u73b0\u5728\u7684\u4eba\u5de5\u667a\u80fd\u8ba1\u7b97\u53ea\u76f8\u5f53\u4e8e\u79d1\u5b66\u8ba1\u7b97\u7684\u7535\u5b50\u7ba1\u8ba1\u7b97\u673a\u65f6\u4ee3\uff0c\u8feb\u5207\u9700\u8981\u6676\u4f53\u7ba1\u548c\u96c6\u6210\u7535\u8def\u5f0f\u7684\u91cd\u5927\u53d1\u660e\u3002<\/p>\n

\u73b0\u5728\u6d41\u884c\u7684\u8bf4\u6cd5\u662f\u201c\u5927\u7b97\u529b\u51fa\u5947\u8ff9\u201d\uff0c\u8fd9\u79cd\u8bf4\u6cd5\u5f3a\u8c03\u4e86\u6a21\u578b\u89c4\u6a21\u548c\u6570\u636e\u89c4\u6a21\u7684\u4f5c\u7528\uff0c\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u662f\u6b63\u786e\u7684\u3002\u4f46\u4ece\u7406\u8bba\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u7ebf\u6027\u6269\u5c55\u8ba1\u7b97\u80fd\u529b\u5bf9\u6269\u5927\u53ef\u89e3\u51b3\u7684NP\u56f0\u96be\u95ee\u9898\u7684\u89c4\u6a21\u6ca1\u6709\u672c\u8d28\u6027\u5e2e\u52a9\uff0c\u5355\u7eaf\u63d0\u9ad8\u7b97\u529b\u4e0d\u662f\u4e07\u80fd\u836f\u3002\u5982\u679c\u56f4\u68cb\u6269\u5927\u523020\u00d720\u7684\u68cb\u76d8\uff0c\u53ea\u7528\u572819\u00d719\u7684\u57fa\u7840\u4e0a\u6a2a\u7eb5\u4e24\u8fb9\u5404\u591a\u52a01\u6761\u7ebf\uff0c\u4f46\u91ce\u86ee\u641c\u7d22\u7684\u7b97\u529b\u9700\u8981\u63d0\u9ad81018\u500d\u3002\u8bad\u7ec3\u56f4\u68cb\u6a21\u578b\u641c\u7d22\u5230\u7684\u6e38\u620f\u4f4d\u7f6e\u5360\u6240\u6709\u53ef\u80fd\u6e38\u620f\u4f4d\u7f6e\u7684\u6bd4\u4f8b\u662f\u51e0\u4e4e\u65e0\u7a77\u5c0f\u7684\u6570\uff0810-150\uff09\u3002\u8ba1\u7b97\u6240\u5168\u81ea\u52a8\u8bbe\u8ba1CPU\u7684\u7b97\u6cd5\u5c06\u51e0\u4e4e\u65e0\u7a77\u5927\u7684\u641c\u7d22\u7a7a\u95f4\u538b\u7f29\u5230106\u3002\u8fd9\u4e9b\u6210\u529f\u6848\u4f8b\u90fd\u8bf4\u660e\uff0c\u51fa\u5947\u8ff9\u7684\u771f\u6b63\u539f\u56e0\u662f\u538b\u7f29\u641c\u7d22\u7a7a\u95f4\uff0c\u8fd9\u662f\u9760\u667a\u80fd\u7b97\u6cd5\u548c\u6a21\u578b\u4f18\u5316\uff01\u4e16\u754c\u8457\u540d\u7684\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u674e\u660e\u6559\u6388\u4ece\u7b2c\u4e00\u6027\u539f\u7406\u51fa\u53d1\uff0c\u8bc1\u660e\u4e86\u201c\u7406\u89e3\u5c31\u662f\u538b\u7f29\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u672c\u8d28\u4e0a\u5c31\u662f\u538b\u7f29\u201d\u3002\u73b0\u5728\u5168\u56fd\u63a8\u51fa\u4e86\u51e0\u767e\u4e2a\u5927\u5927\u5c0f\u5c0f\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u4f46\u5982\u679c\u53ea\u662f\u7528\u5c0f\u6a21\u578b\u6a21\u4eff\u5927\u6a21\u578b\uff0c\u4e0d\u5728\u7b97\u6cd5\u7684\u4f18\u5316\u3001\u6a21\u578b\u7684\u5fae\u8c03\u5bf9\u9f50\u548c\u6570\u636e\u7684\u6e05\u6d17\u6574\u7406\u4e0a\u5927\u529f\u592b\uff0c\u53ea\u4f1a\u6d6a\u8d39\u5927\u91cf\u7b97\u529b\uff0c\u96be\u4ee5\u7f29\u5c0f\u4e0e\u56fd\u5916\u7684\u5dee\u8ddd\u3002<\/p>\n

\u76ee\u524d\uff0c\u79d1\u6280\u754c\u5bf9\u5927\u6a21\u578b\u7684\u524d\u9014\u5b58\u5728\u4e24\u79cd\u4e89\u950b\u76f8\u5bf9\u7684\u9884\u5224\u3002\u4ee5OpenAI\u516c\u53f8\u4e3a\u4ee3\u8868\u7684\u4e00\u4e9b\u79d1\u5b66\u5bb6\u8ba4\u4e3a\uff0c\u53ea\u8981\u6269\u5927\u6a21\u578b\u548c\u6570\u636e\u7684\u89c4\u6a21\uff0c\u589e\u52a0\u7b97\u529b\uff0c\u672a\u6765\u7684\u5927\u6a21\u578b\u5f88\u53ef\u80fd\u4f1a\u6d8c\u73b0\u51fa\u73b0\u5728\u6ca1\u6709\u7684\u65b0\u529f\u80fd\uff0c\u5448\u73b0\u66f4\u597d\u7684\u901a\u7528\u6027\u3002\u66f4\u591a\u5b66\u8005\u8ba4\u4e3a\uff0c\u5927\u6a21\u578b\u4e0d\u4f1a\u4e00\u76f4\u4fdd\u6301\u8fd9\u4e24\u5e74\u7684\u53d1\u5c55\u901f\u5ea6\uff0c\u4e0e\u5176\u4ed6\u6280\u672f\u4e00\u6837\uff0c\u4f1a\u4ece\u7206\u53d1\u5f0f\u589e\u957f\u8d70\u5411\u9971\u548c\u3002\u56e0\u4e3a\u6309\u76ee\u524d\u8bad\u7ec3\u5927\u6a21\u578b\u7684\u7b97\u529b3\u4e2a\u6708\u7ffb\u4e00\u756a\u7684\u589e\u957f\u901f\u5ea6\uff0c\u5982\u679c\u5ef6\u7eed10\u5e74\uff0c\u7b97\u529b\u5c31\u8981\u589e\u52a01\u4e07\u4ebf\u500d\uff0c\u8fd9\u662f\u4e0d\u53ef\u80fd\u53d1\u751f\u7684\u4e8b\u3002\u73b0\u5728\u4e0b\u7ed3\u8bba\u54ea\u79cd\u9884\u5224\u6b63\u786e\u8fd8\u4e3a\u65f6\u8fc7\u65e9\u3002\u5927\u8bed\u8a00\u6a21\u578b\u53ef\u80fd\u4e0d\u662f\u5b9e\u73b0\u901a\u7528\u4eba\u5de5\u667a\u80fd\u7684\u6700\u4f73\u9053\u8def\uff0c\u53ea\u662f\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u8fc7\u7a0b\u4e2d\u7684\u4e00\u4e2a\u9636\u6bb5\u6027\u6280\u672f\uff0c\u4f46\u5b83\u6bd4\u524d\u4e24\u6ce2\u4eba\u5de5\u667a\u80fd\u91c7\u7528\u7684\u6280\u672f\u5177\u6709\u66f4\u5927\u7684\u4f7f\u7528\u4ef7\u503c\u3002\u6211\u56fd\u5fc5\u987b\u5c3d\u5feb\u7f29\u5c0f\u5728\u5927\u6a21\u578b\u79d1\u7814\u4e0e\u4ea7\u4e1a\u5316\u4e0a\u4e0e\u56fd\u5916\u7684\u5dee\u8ddd\uff0c\u8d70\u51fa\u7b26\u5408\u56fd\u60c5\u7684\u5927\u6a21\u578b\u53d1\u5c55\u4e4b\u8def\uff0c\u540c\u65f6\u52aa\u529b\u63a2\u7d22\u4e0d\u540c\u4e8e\u5927\u6a21\u578b\u7684\u4eba\u5de5\u667a\u80fd\u65b0\u9014\u5f84\u3002<\/p>\n

\u7b2c\u4e94\u79d1\u7814\u8303\u5f0f\u9700\u8981\u7684\u79d1\u7814\u5927\u5e73\u53f0\u5b9e\u9645\u4e0a\u662f\u6db5\u76d6\u79d1\u7814\u4e09\u8981\u7d20\u7684\u667a\u80fd\u5316\u79d1\u7814\u57fa\u7840\u8bbe\u65bd\uff0c\u9664\u4e86\u5171\u4eab\u7684\u5927\u79d1\u5b66\u6a21\u578b\u548c\u5de5\u5177\u8f6f\u4ef6\uff0c\u8fd8\u5305\u62ec\u6d77\u91cf\u7684\u79d1\u5b66\u6570\u636e\u3001\u77e5\u8bc6\u5e93\uff0c\u5f53\u7136\u8fd8\u8981\u63d0\u4f9b\u7edf\u4e00\u8c03\u5ea6\u7684\u7b97\u529b\u3002\u57fa\u4e8e\u5927\u5e73\u53f0\u7684\u65b0\u79d1\u7814\u8303\u5f0f\u5c06\u964d\u4f4e\u83b7\u53d6\u6570\u636e\u3001\u6a21\u578b\u548c\u77e5\u8bc6\u7684\u6210\u672c\uff0c\u63d0\u5347\u7b97\u6cd5\u548c\u6a21\u578b\u7684\u5e94\u7528\u80fd\u529b\uff0c\u52a0\u901f\u65b0\u77e5\u8bc6\u7684\u8fed\u4ee3\u3002\u9ea6\u5361\u9521\u548c\u5c3c\u5c14\u68ee\u5bf9\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u505a\u51fa\u8fc7\u53e6\u4e00\u79cd\u89e3\u91ca\uff1aAI=Automation of Intelligence\uff08\u667a\u80fd\u7684\u81ea\u52a8\u5316\uff09\u3002\u77e5\u8bc6\u83b7\u53d6\u3001\u5904\u7406\u548c\u5b58\u50a8\u7684\u81ea\u52a8\u5316\u4e5f\u9700\u8981\u5927\u5e73\u53f0\u6765\u5b9e\u73b0\u3002\u5efa\u8bbe\u5168\u56fd\u89c4\u6a21\u5148\u8fdb\u7684\u79d1\u7814\u57fa\u7840\u8bbe\u65bd\uff0c\u9700\u8981\u5145\u5206\u8ba4\u8bc1\u3001\u7cbe\u5fc3\u8c0b\u5212\u3002\u5176\u4e2d\uff0c\u8de8\u9886\u57df\u7684\u5927\u79d1\u5b66\u6a21\u578b\u4e0e\u5782\u76f4\u9886\u57df\u4e13\u4e1a\u6a21\u578b\u7684\u534f\u540c\u914d\u5408\u662f\u9700\u8981\u8003\u8651\u7684\u91cd\u8981\u95ee\u9898\u3002\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u7684\u5386\u53f2\u5df2\u7ecf\u8bc1\u660e\uff0c\u5ffd\u89c6\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\uff0c\u5305\u990a\u7db2<\/a>\u9000\u56de\u5230\u8fc7\u53bb\u7684\u4e13\u5bb6\u7cfb\u7edf\u662f\u4e00\u6761\u6ca1\u6709\u5e0c\u671b\u7684\u9053\u8def\u3002\u4f46\u901a\u7528\u6027\u4e5f\u662f\u4e00\u4e2a\u76f8\u5bf9\u6982\u5ff5\uff0c\u4eba\u7c7b\u672c\u8eab\u4e5f\u4e0d\u5177\u6709\u7edd\u5bf9\u7684\u901a\u7528\u6027\uff0c\u53d1\u5c55\u4eba\u5de5\u667a\u80fd\u4e0d\u5fc5\u628a\u7406\u60f3\u7684\u901a\u7528\u6027\u4f5c\u4e3a\u552f\u4e00\u8ffd\u6c42\u7684\u76ee\u6807\uff0c\u5e94\u91cd\u89c6\u501f\u52a9\u5927\u6a21\u578b\u5728\u4e00\u4e2a\u884c\u4e1a\u6216\u9886\u57df\u5185\u63d0\u9ad8\u6548\u7387\uff0c\u964d\u4f4e\u6210\u672c\u3002\u771f\u6b63\u901a\u7528\u7684\u4eba\u5de5\u667a\u80fd\u81f3\u5c11\u8fd8\u9700\u898120\u5e74\u4ee5\u4e0a\u7684\u65f6\u95f4\u624d\u80fd\u5b9e\u73b0\uff0c\u8fd120\u5e74\u5185\u8981\u91c7\u53d6\u901a\u7528\u548c\u4e13\u7528\u5e76\u91cd\u7684\u6280\u672f\u8def\u7ebf\u3002\u7b97\u529b\u7f51\u7684\u5efa\u8bbe\u65e2\u8981\u8003\u8651\u201c\u5757\u5757\u201d\u7684\u5730\u57df\u9700\u6c42\uff0c\u4e5f\u8981\u8003\u8651\u201c\u6761\u6761\u201d\u7684\u5404\u884c\u4e1a\u4e1a\u52a1\u7279\u70b9\uff0c\u5404\u4e2a\u4e0d\u540c\u7684\u884c\u4e1a\u90fd\u5e94\u8be5\u6784\u6210\u9ad8\u6548\u7387\u7684\u77e5\u8bc6\u548c\u8d44\u6e90\u5171\u4eab\u7684\u4e13\u4e1a\u5b50\u7f51\u3002<\/p>\n

\u667a\u80fd\u5316\u79d1\u7814\uff08AI4R\uff09\u7684\u91cd\u8981\u5b9e\u73b0\u9014\u5f84\uff1a\u8de8\u5b66\u79d1\u4ea4\u53c9\u4e0e\u591a\u79cd\u79d1\u7814\u8303\u5f0f\u7684\u878d\u5408<\/strong><\/p>\n

\u8ba1\u7b97\u79d1\u5b66\u4e0e\u4e0d\u540c\u5b66\u79d1\u7684\u878d\u5408\uff0c\u6b63\u5728\u9a71\u52a8\u4e00\u573a\u79d1\u5b66\u7684\u6570\u5b57\u9769\u547d\u3002\u5b64\u7acb\u5730\u8ffd\u6c42\u5355\u5b66\u79d1\u53d1\u5c55\u5df2\u7ecf\u4e0d\u5408\u7406\u4e86\uff0c\u5b66\u79d1\u4ea4\u53c9\u878d\u5408\u662f\u7b2c\u4e94\u79d1\u7814\u8303\u5f0f\u2014\u2014\u667a\u80fd\u5316\u79d1\u7814\uff08AI4R\uff09\u7684\u91cd\u8981\u5b9e\u73b0\u9014\u5f84\u4e4b\u4e00\u3002\u8fd1\u767e\u5e74\u6765\uff0c\u5b66\u79d1\u8d8a\u5206\u8d8a\u7ec6\u30021900\u5e74\u7ea6\u6709500\u95e8\u5b66\u79d1\uff0c2000\u5e74\u5927\u7ea6\u662f5 000\u95e8\uff0c100\u5e74\u589e\u52a010\u500d\u3002\u5982\u679c\u7ee7\u7eed\u6309\u7167\u8fd9\u4e2a\u8d8b\u52bf\u53d1\u5c55\uff0c2100\u5e74\u53ef\u80fd\u589e\u52a0\u523050 000\u95e8\u3002\u6211\u56fd\u6559\u80b2\u90e8\u95e8\u8bbe\u7f6e\u7684\u5b66\u79d1\u4e5f\u662f\u8d8a\u6765\u8d8a\u591a\uff0c\u4e0e\u5b66\u79d1\u878d\u5408\u53d1\u5c55\u7684\u8d8b\u52bf\u662f\u5426\u80cc\u9053\u800c\u9a70\uff1f\u5982\u4f55\u5728\u63a8\u52a8\u667a\u80fd\u5316\u79d1\u7814\u7684\u8fc7\u7a0b\u4e2d\uff0c\u5927\u529b\u6539\u9769\u6211\u56fd\u7684\u79d1\u7814\u548c\u6559\u80b2\uff0c\u503c\u5f97\u9ad8\u5ea6\u91cd\u89c6\u3002<\/p>\n

\u4eba\u5de5\u667a\u80fd\u5df2\u7ecf\u5e7f\u6cdb\u5e94\u7528\u5230\u524d4\u79cd\u79d1\u7814\u8303\u5f0f\uff0c\u4e0d\u8bba\u662f\u81ea\u52a8\u5316\u7684\u5b9e\u9a8c\u8bbe\u5907\u3001\u8ba1\u7b97\u673a\u8f85\u52a9\u7684\u7406\u8bba\u5206\u6790\u3001\u53ef\u89c6\u5316\u7684\u8ba1\u7b97\u673a\u6a21\u62df\uff0c\u8fd8\u662f\u667a\u80fd\u5316\u7684\u6570\u636e\u6316\u6398\uff0c\u4eba\u5de5\u667a\u80fd\u6280\u672f\u90fd\u53d1\u6325\u4e86\u5173\u952e\u7684\u4f5c\u7528\u3002\u7b2c\u4e94\u79d1\u7814\u8303\u5f0f\u5e76\u6ca1\u6709\u53d6\u4ee3\u539f\u6765\u76844\u79cd\u8303\u5f0f\uff0c\u53ea\u662f\u5728\u524d4\u79cd\u8303\u5f0f\u65e0\u80fd\u4e3a\u529b\u7684\u60c5\u51b5\u4e0b\u624d\u51f8\u663e\u5b83\u7684\u5a01\u529b\u3002\u7b2c\u4e94\u79d1\u7814\u8303\u5f0f\u4e5f\u4e0d\u662f\u79d1\u7814\u8303\u5f0f\u6f14\u8fdb\u7684\u7ec8\u7ed3\uff0c\u4eca\u540e\u53ef\u80fd\u51fa\u73b0\u7b2c\u516d\u79d1\u7814\u8303\u5f0f\u3001\u7b2c\u4e03\u79d1\u7814\u8303\u5f0f\u2026\u2026\u3002\u5728\u7b2c\u4e94\u79d1\u7814\u8303\u5f0f\u4e2d\uff0c\u6a21\u578b\u9a71\u52a8\u548c\u6570\u636e\u9a71\u52a8\u6df1\u5ea6\u878d\u5408\uff0c\u201c\u6570\u636e\u201d\u548c\u201c\u539f\u7406\u201d\u53ef\u4ee5\u76f8\u4e92\u8f6c\u5316\uff0c\u4ece\u201c\u6570\u636e\u201d\u4e2d\u53ef\u4ee5\u63d0\u70bc\u51fa\u7ecf\u9a8c\u6027\u201c\u539f\u7406\u201d\uff0c\u4e5f\u53ef\u4ee5\u4ece\u7b2c\u4e00\u6027\u539f\u7406\u51fa\u53d1\u4eff\u771f\u6a21\u62df\u51fa\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u3002\u73b0\u5728\u5404\u4e2a\u9886\u57df\u4e2d\u9700\u8981\u89e3\u51b3\u7684\u96be\u9898\u5927\u591a\u9700\u8981\u4eba\u673a\u4ea4\u4e92\uff0c\u4eba\u5728\u56de\u8def\u4e2d\uff0c\u4eba\u673a\u878d\u5408\u7684\u5177\u8eab\u667a\u80fd\u5c06\u53d1\u6325\u8d8a\u6765\u8d8a\u5927\u7684\u4f5c\u7528\u3002<\/p>\n

\u7b2c\u4e94\u79d1\u7814\u8303\u5f0f\u8fd8\u6709\u4e00\u4e2a\u7279\u70b9\u662f\u79d1\u7814\u4e0e\u5de5\u7a0b\u7684\u878d\u5408\u3002\u6784\u5efa\u79d1\u7814\u5927\u5e73\u53f0\uff0c\u7b5b\u9009\u9ad8\u8d28\u91cf\u7684\u6570\u636e\uff0c\u5c06\u5927\u6a21\u578b\u505a\u5230\u6781\u81f4\uff0c\u90fd\u9700\u8981\u9ad8\u6c34\u5e73\u7684\u5de5\u7a0b\u5e08\u3002\u4eca\u5929\u4e16\u754c\u4e0a\u5f15\u9886\u4eba\u5de5\u667a\u80fd\u7684\u4e0d\u662f\u4e00\u6d41\u7684\u5927\u5b66\uff0c\u4e5f\u4e0d\u662f\u56fd\u7acb\u5b9e\u9a8c\u5ba4\uff0c\u800c\u662fOpenAI\u3001DeepMind\u8fd9\u6837\u7684\u521b\u4e1a\u516c\u53f8\u3002\u8fd9\u4e9b\u79d1\u7814\u56e2\u961f\u4e0d\u4ec5\u5177\u5907\u524d\u6cbf\u6027\u3001\u539f\u521b\u6027\u57fa\u7840\u79d1\u7814\u80fd\u529b\uff0c\u8fd8\u505a\u4e86\u5927\u91cf\u7cfb\u7edf\u7814\u53d1\u548c\u5de5\u7a0b\u5f00\u53d1\uff0c\u800c\u4e14\u5177\u5907\u5f00\u53d1\u6280\u672f\u5e73\u53f0\u3001\u7814\u53d1\u4ea7\u54c1\u3001\u63a8\u8fdb\u5546\u4e1a\u5316\u7684\u80fd\u529b\u3002\u6211\u56fd\u8981\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\u8fdb\u5165\u56fd\u9645\u7b2c\u4e00\u65b9\u9635\uff0c\u9700\u8981\u96c6\u4e2d\u5168\u56fd\u4f18\u52bf\u529b\u91cf\uff0c\u6784\u5efa\u96c6\u4ea7\u5b66\u7814\u548c\u5de5\u7a0b\u5f00\u53d1\u4e8e\u4e00\u4f53\u7684\u65b0\u578b\u79d1\u7814\u56e2\u961f\u3002<\/p>\n

\u7ed3\u8bed\uff1a\u79ef\u6781\u4e3b\u52a8\u53c2\u4e0e\u5230\u79d1\u7814\u667a\u80fd\u5316\u7684\u9769\u547d\u4e2d<\/strong><\/p>\n

\u79d1\u7814\u7684\u667a\u80fd\u5316\u662f\u4e00\u573a\u79d1\u6280\u4e0a\u7684\u9769\u547d\u3002\u5b83\u5e26\u6765\u7684\u673a\u9047\u548c\u6311\u6218\u5c06\u51b3\u5b9a\u672a\u676520\u5e74\uff0c\u4e2d\u56fd\u5728\u79d1\u6280\u53d1\u5c55\u4e0a\u662f\u4e0e\u56fd\u9645\u5148\u8fdb\u6c34\u5e73\u62c9\u5927\u5dee\u8ddd\u8fd8\u662f\u8fce\u5934\u8d76\u4e0a\u3002\u51b3\u5b9a\u524d\u9014\u7684\u4e0d\u5b8c\u5168\u662f\u6280\u672f\u4e0a\u88ab\u4eba\u201c\u5361\u8116\u5b50\u201d\uff0c\u800c\u662f\u6211\u4eec\u81ea\u5df1\u601d\u60f3\u8ba4\u8bc6\u4e0a\u7684\u969c\u788d\u3002\u6709\u4e24\u79cd\u8ba4\u8bc6\u5728\u5f71\u54cd\u6211\u4eec\u7684\u51b3\u7b56\uff1a\u8ba4\u4e3a\u53ea\u8981\u662f\u8ba1\u7b97\u673a\u6267\u884c\u7684\u8f6f\u4ef6\u90fd\u662f\u4eba\u4e8b\u5148\u7f16\u597d\u7684\u7b97\u6cd5\uff0c\u6240\u8c13\u673a\u5668\u667a\u80fd\u90fd\u662f\u65e0\u7a3d\u4e4b\u8c08\uff1b\u4eba\u5de5\u667a\u80fd\u53ef\u80fd\u4ea7\u751f\u4eba\u63a7\u5236\u4e0d\u4e86\u7684\u98ce\u9669\uff0c\u5fc5\u987b\u4e8b\u5148\u786e\u5b9a\u5176\u4ea7\u751f\u7684\u7ed3\u679c\u662f\u5b8c\u5168\u5b89\u5168\u53ef\u4fe1\u7684\uff0c\u624d\u80fd\u5141\u8bb8\u63a8\u5e7f\u4f7f\u7528\u3002\u7b2c1\u79cd\u8ba4\u8bc6\u4e3b\u8981\u662f\u6765\u81ea\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u5185\u90e8\uff0c\u7b2c2\u79cd\u8ba4\u8bc6\u53ef\u80fd\u4e3b\u8981\u6765\u81ea\u653f\u5e9c\u90e8\u95e8\u3002\u5176\u5b9e\uff0c\u8ba1\u7b97\u673a\u5f00\u59cb\u51fa\u73b0\u8ba4\u77e5\u667a\u80fd\u662f\u4e00\u4ef6\u5212\u65f6\u4ee3\u7684\u91cd\u5927\u7a81\u7834\uff0c\u6211\u4eec\u4e0d\u80fd\u89c6\u800c\u4e0d\u89c1\u3002\u673a\u5668\u4ea7\u751f\u7684\u8ba4\u77e5\u662f\u57fa\u4e8e\u968f\u673a\u6027\u548c\u6982\u7387\u5206\u5e03\uff0c\u4ee4\u4eba\u9707\u60ca\u7684\u6b63\u786e\u9884\u6d4b\u548c\u6240\u8c13\u201c\u5e7b\u89c9\u201d\u662f\u4e00\u4e2a\u786c\u5e01\u7684\u4e24\u9762\uff0c\u76f8\u8f85\u76f8\u6210\u3002\u5982\u679c\u5f3a\u884c\u51b3\u5b9a\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u4e0d\u5141\u8bb8\u51fa\u73b0\u5e7b\u89c9\uff0c\u90a3\u5b83\u7684\u6d8c\u73b0\u80fd\u529b\u4e5f\u5c31\u6ca1\u6709\u4e86\u3002\u6211\u4eec\u5fc5\u987b\u5728\u4e0e\u5e7b\u89c9\u5171\u5b58\u7684\u73af\u5883\u4e0b\u53d1\u5c55\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u53d1\u5c55\u4e0e\u5b89\u5168\u5fc5\u987b\u53cc\u8f6e\u9a71\u52a8\u3002<\/p>\n

\u6240\u8c13\u201cAI for Science\u201d\u672c\u8d28\u4e0a\u662f\u201cAI for Scientists\u201d\u3002\u4eba\u5de5\u667a\u80fd\u79d1\u5b66\u5bb6\u548c\u5de5\u7a0b\u5e08\u4e0d\u662f\u667a\u80fd\u5316\u79d1\u7814\u7684\u4e3b\u89d2\uff0c\u5404\u884c\u4e1a\u7684\u79d1\u5b66\u5bb6\u624d\u662f\u4e3b\u89d2\uff0c\u56e0\u4e3a\u5404\u4e2a\u9886\u57df\u7684\u667a\u80fd\u5316\u5efa\u6a21\u4e00\u5b9a\u662f\u4ee5\u672c\u9886\u57df\u7684\u79d1\u5b66\u5bb6\u4e3a\u4e3b\u6765\u5b8c\u6210\u3002\u5404\u9886\u57df\u7684\u79d1\u5b66\u5bb6\u8981\u62c5\u5f53\u8d77\u8fd9\u4efd\u91cd\u4efb\uff0c\u81ea\u8eab\u9700\u8981\u667a\u80fd\u5316\u8f6c\u578b\u3002\u5982\u679c\u79d1\u5b66\u5bb6\u4e0d\u61c2\u8ba1\u7b97\u673a\u3001\u4e0d\u61c2\u4eba\u5de5\u667a\u80fd\uff0c\u8981\u63a8\u52a8AI4R\u5c31\u975e\u5e38\u56f0\u96be\u3002\u76ee\u524d\uff0c\u63a8\u52a8AI4R\u4e3b\u8981\u7684\u963b\u529b\u6765\u81ea\u79d1\u5b66\u5bb6\u672c\u8eab\uff0c\u56e0\u4e3a\u8fd8\u6709\u4e0d\u5c11\u79d1\u5b66\u5bb6\u8ba4\u4e3a\u667a\u80fd\u5316\u4e0d\u5c5e\u4e8e\u672c\u79d1\u5b66\u7684\u8303\u7574\uff0c\u8ba4\u4e3a\u5b66\u79d1\u7684\u4ea4\u53c9\u878d\u5408\u4e0d\u662f\u6b63\u7edf\u79d1\u5b66\u3002\u53ea\u6709\u5e7f\u5927\u79d1\u5b66\u5bb6\u79ef\u6781\u4e3b\u52a8\u5730\u53c2\u4e0e\uff0c\u667a\u80fd\u5316\u79d1\u7814\u624d\u80fd\u8d70\u4e0a\u5065\u5eb7\u5feb\u901f\u53d1\u5c55\u7684\u8f68\u9053\u3002<\/p>\n

\uff08\u4f5c\u8005\uff1a\u674e\u56fd\u6770\u4e2d\u56fd\u79d1\u5b66\u9662\u8ba1\u7b97\u6280\u672f\u7814\u7a76\u6240\u3002\u300a\u4e2d\u56fd\u79d1\u5b66\u9662\u9662\u520a\u300b\u4f9b\u7a3f\uff09<\/p>\n","protected":false},"excerpt":{"rendered":"

\u4e2d\u56fd\u7f51\/\u4e2d\u56fd\u53d1\u5c55\u95e8\u6237\u7f51\u8baf\u00a0\u4eba\u7c7b\u65e9\u671f\u7684\u79d1\u7814\u6d3b\u52a8\u81f3\u5c11\u53ef\u4ee5\u8ffd\u6eaf\u5230\u516c\u5143\u524d6\u4e16\u7eaa\u7684\u53e4\u5e0c\u814a\uff0c\u4ee5\u4e9a\u91cc\u58eb\u591a\u5fb7\u3001\u6b27\u51e0\u91cc\u5f97\u4e3a\u4ee3\u8868\u7684 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[3],"class_list":["post-2762","post","type-post","status-publish","format-standard","hentry","category-1","tag-db"],"_links":{"self":[{"href":"https:\/\/clio.com.tw\/wp-json\/wp\/v2\/posts\/2762"}],"collection":[{"href":"https:\/\/clio.com.tw\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/clio.com.tw\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/clio.com.tw\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/clio.com.tw\/wp-json\/wp\/v2\/comments?post=2762"}],"version-history":[{"count":0,"href":"https:\/\/clio.com.tw\/wp-json\/wp\/v2\/posts\/2762\/revisions"}],"wp:attachment":[{"href":"https:\/\/clio.com.tw\/wp-json\/wp\/v2\/media?parent=2762"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/clio.com.tw\/wp-json\/wp\/v2\/categories?post=2762"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/clio.com.tw\/wp-json\/wp\/v2\/tags?post=2762"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}