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Turing\uff09\u548c\u51af\u00b7\u8bfa\u4f9d\u66fc\uff08John von Neumann\uff09\u7b49\u79d1\u5b66\u5bb6\uff0c\u4e00\u5f00\u59cb\u90fd\u5e0c\u671b\u80fd\u591f\u6a21\u62df\u4eba\u8111\u5904\u7406\u77e5\u8bc6\u7684\u8fc7\u7a0b\uff0c\u53d1\u660e\u50cf\u4eba\u8111\u4e00\u6837\u601d\u8003\u7684\u673a\u5668\uff0c\u867d\u672a\u80fd\u5b9e\u73b0\uff0c\u4f46\u5374\u89e3\u51b3\u4e86\u8ba1\u7b97\u7684\u81ea\u52a8\u5316\u95ee\u9898\u3002\u901a\u7528\u81ea\u52a8\u8ba1\u7b97\u88c5\u7f6e\u7684\u51fa\u73b0\uff0c\u4e5f\u63a8\u52a8\u4e861956\u5e74\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u6982\u5ff5\u7684\u8bde\u751f\uff0c\u6b64\u540e\u6240\u6709\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u53d1\u5c55\u90fd\u662f\u5efa\u7acb\u5728\u65b0\u4e00\u4ee3\u8ba1\u7b97\u8bbe\u5907\u4e0e\u66f4\u5f3a\u7684\u8ba1\u7b97\u80fd\u529b\u4e4b\u4e0a\u7684\u3002<\/p>\n<p>\u667a\u80fd\u8ba1\u7b97\u53d1\u5c55\u7684\u7b2c\u4e8c\u9636\u6bb5\u662f\u903b\u8f91\u63a8\u7406\u4e13\u5bb6\u7cfb\u7edf\uff081990\u5e74\uff09\u3002E.A.\u8d39\u6839\u9c8d\u59c6\uff08Edward Albert 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Hinton\uff09\u7b49\u4e3a\u4ee3\u8868\u7684\u8fde\u63a5\u667a\u80fd\u5b66\u6d3e\uff0c\u4ee5\u5b66\u4e60\u80fd\u529b\u81ea\u52a8\u5316\u4e3a\u76ee\u6807\uff0c\u53d1\u660e\u4e86\u6df1\u5ea6\u5b66\u4e60\u7b49\u65b0AI\u7b97\u6cd5\u3002\u901a\u8fc7\u6df1\u5ea6\u795e\u7ecf\u5143\u7f51\u7edc\u7684\u81ea\u52a8\u5b66\u4e60\uff0c\u5927\u5e45\u63d0\u5347\u4e86\u6a21\u578b\u7edf\u8ba1\u5f52\u7eb3\u7684\u80fd\u529b\uff0c\u5728\u6a21\u5f0f\u8bc6\u522b<sup>\u2460<\/sup>\u7b49\u5e94\u7528\u6548\u679c\u4e0a\u53d6\u5f97\u4e86\u5de8\u5927\u7a81\u7834\uff0c\u67d0\u4e9b\u573a\u666f\u7684\u8bc6\u522b\u7cbe\u5ea6\u751a\u81f3\u8d85\u8d8a\u4e86\u4eba\u7c7b\u3002\u4ee5\u4eba\u8138\u8bc6\u522b\u4e3a\u4f8b\uff0c\u6574\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u8fc7\u7a0b\u76f8\u5f53\u4e8e\u4e00\u4e2a\u7f51\u7edc\u53c2\u6570\u8c03\u6574\u7684\u8fc7\u7a0b\uff0c\u5c06\u5927\u91cf\u7684\u7ecf\u8fc7\u6807\u6ce8\u7684\u4eba\u8138\u56fe\u7247\u6570\u636e\u8f93\u5165\u795e\u7ecf\u7f51\u7edc\uff0c\u7136\u540e\u8fdb\u884c\u7f51\u7edc\u95f4\u53c2\u6570\u8c03\u6574\uff0c\u8ba9\u795e\u7ecf\u7f51\u7edc\u8f93\u51fa\u7684\u7ed3\u679c\u7684\u6982\u7387\u65e0\u9650\u903c\u8fd1\u771f\u5b9e\u7ed3\u679c\u3002\u795e\u7ecf\u7f51\u7edc\u8f93\u51fa\u771f\u5b9e\u60c5\u51b5\u7684\u6982\u7387\u8d8a\u5927\uff0c\u53c2\u6570\u5c31\u8d8a\u5927\uff0c\u4ece\u800c\u5c06\u77e5\u8bc6\u548c\u89c4\u5219\u7f16\u7801\u5230\u7f51\u7edc\u53c2\u6570\u4e2d\uff0c\u8fd9\u6837\u53ea\u8981\u6570\u636e\u8db3\u591f\u591a\uff0c\u5c31\u53ef\u4ee5\u5bf9\u5404\u79cd\u5927\u91cf\u7684\u5e38\u8bc6\u8fdb\u884c\u5b66\u4e60\uff0c\u901a\u7528\u6027\u5f97\u5230\u6781\u5927\u7684\u63d0\u5347\u3002\u8fde\u63a5\u667a\u80fd\u7684\u5e94\u7528\u66f4\u52a0\u5e7f\u6cdb\uff0c\u5305\u62ec\u8bed\u97f3\u8bc6\u522b\u3001\u4eba\u8138\u8bc6\u522b\u3001\u81ea\u52a8\u9a7e\u9a76\u7b49\u3002\u5728\u8ba1\u7b97\u8f7d\u4f53\u65b9\u9762\uff0c\u4e2d\u56fd\u79d1\u5b66\u9662\u8ba1\u7b97\u6280\u672f\u7814\u7a76\u62402013\u5e74\u63d0\u51fa\u4e86\u56fd\u9645\u9996\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5904\u7406\u5668\u67b6\u6784\uff0c\u56fd\u9645\u77e5\u540d\u7684\u786c\u4ef6\u5382\u5546\u82f1\u4f1f\u8fbe\uff08NVIDIA\uff09\u6301\u7eed\u53d1\u5e03\u4e86\u591a\u6b3e\u6027\u80fd\u9886\u5148\u7684\u901a\u7528GPU\u82af\u7247\uff0c\u90fd\u662f\u6df1\u5ea6\u5b66\u4e60\u8ba1\u7b97\u7cfb\u7edf\u7684\u5178\u578b\u4ee3\u8868\u3002<\/p>\n<p>\u667a\u80fd\u8ba1\u7b97\u53d1\u5c55\u7684\u7b2c\u56db\u9636\u6bb5\u662f\u5927\u6a21\u578b\u8ba1\u7b97\u7cfb\u7edf\uff082020\u5e74\uff09\u3002\u5728\u4eba\u5de5\u667a\u80fd\u5927\u6a21\u578b\u6280\u672f\u7684\u63a8\u52a8\u4e0b\uff0c\u667a\u80fd\u8ba1\u7b97\u8fc8\u5411\u65b0\u7684\u9ad8\u5ea6\u30022020\u5e74\uff0cAI\u4ece\u201c\u5c0f\u6a21\u578b+\u5224\u522b\u5f0f\u201d\u8f6c\u5411\u201c\u5927\u6a21\u578b+\u751f\u6210\u5f0f\u201d\uff0c\u4ece\u4f20\u7edf\u7684\u4eba\u8138\u8bc6\u522b\u3001\u76ee\u6807\u68c0\u6d4b\u3001\u6587\u672c\u5206\u7c7b\uff0c\u5347\u7ea7\u5230\u5982\u4eca\u7684\u6587\u672c\u751f\u6210\u30013D\u6570\u5b57\u4eba\u751f\u6210\u3001\u56fe\u50cf\u751f\u6210\u3001\u8bed\u97f3\u751f\u6210\u3001\u89c6\u9891\u751f\u6210\u3002\u5927\u8bed\u8a00\u6a21\u578b\u5728\u5bf9\u8bdd\u7cfb\u7edf\u9886\u57df\u7684\u4e00\u4e2a\u5178\u578b\u5e94\u7528\u662fOpenAI\u516c\u53f8\u7684ChatGPT\uff0c\u5b83\u91c7\u7528\u9884\u8bad\u7ec3\u57fa\u5ea7\u5927\u8bed\u8a00\u6a21\u578bGPT-3\uff0c\u5f15\u51653000\u4ebf\u5355\u8bcd\u7684\u8bad\u7ec3\u8bed\u6599\uff0c\u76f8\u5f53\u4e8e\u4e92\u8054\u7f51\u4e0a\u6240\u6709\u82f1\u8bed\u6587\u5b57\u7684\u603b\u548c\u3002\u5176\u57fa\u672c\u539f\u7406\u662f\uff1a\u901a\u8fc7\u7ed9\u5b83\u4e00\u4e2a\u8f93\u5165\uff0c\u8ba9\u5b83\u9884\u6d4b\u4e0b\u4e00\u4e2a\u5355\u8bcd\u6765\u8bad\u7ec3\u6a21\u578b\uff0c\u901a\u8fc7\u5927\u91cf\u8bad\u7ec3\u63d0\u5347\u9884\u6d4b\u7cbe\u786e\u5ea6\uff0c\u6700\u7ec8\u8fbe\u5230\u5411\u5b83\u8be2\u95ee\u4e00\u4e2a\u95ee\u9898\uff0c\u5927\u6a21\u578b\u4ea7\u751f\u4e00\u4e2a\u7b54\u6848\uff0c\u4e0e\u4eba\u5373\u65f6\u5bf9\u8bdd\u3002\u5728\u57fa\u5ea7\u5927\u6a21\u578b\u7684\u57fa\u7840\u4e0a\uff0c\u518d\u7ed9\u5b83\u4e00\u4e9b\u63d0\u793a\u8bcd\u8fdb\u884c\u6709\u76d1\u7763\u7684\u6307\u4ee4\u5fae\u8c03\uff0c\u901a\u8fc7\u4eba\u7c7b\u7684<\u6307\u4ee4\uff0c\u56de\u590d>\u5bf9\u9010\u6e10\u8ba9\u6a21\u578b\u5b66\u4f1a\u5982\u4f55\u4e0e\u4eba\u8fdb\u884c\u591a\u8f6e\u5bf9\u8bdd\uff1b\u6700\u540e\uff0c\u901a\u8fc7\u4eba\u4e3a\u8bbe\u8ba1\u548c\u81ea\u52a8\u751f\u6210\u7684\u5956\u52b1\u51fd\u6570\u6765\u8fdb\u884c\u5f3a\u5316\u5b66\u4e60\u8fed\u4ee3\uff0c\u9010\u6b65\u5b9e\u73b0\u5927\u6a21\u578b\u4e0e\u4eba\u7c7b\u4ef7\u503c\u89c2\u7684\u5bf9\u9f50\u3002<\/p>\n<p>\u5927\u6a21\u578b\u7684\u7279\u70b9\u662f\u4ee5\u201c\u5927\u201d\u53d6\u80dc\uff0c\u5176\u4e2d\u6709\u4e09\u5c42\u542b\u4e49\uff0c\uff081\uff09\u53c2\u6570\u5927\uff0cGPT-3\u5c31\u67091700\u4ebf\u4e2a\u53c2\u6570\uff1b\uff082\uff09\u8bad\u7ec3\u6570\u636e\u5927\uff0cChatGPT\u5927\u7ea6\u7528\u4e863000\u4ebf\u4e2a\u5355\u8bcd\uff0c570GB\u8bad\u7ec3\u6570\u636e\uff1b\uff083\uff09\u7b97\u5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for Research)\u6210\u4e3a\u79d1\u5b66\u53d1\u73b0\u4e0e\u6280\u672f\u53d1\u660e\u7684\u4e3b\u8981\u8303\u5f0f\u3002\u5f53\u524d\u79d1\u5b66\u53d1\u73b0\u4e3b\u8981\u4f9d\u8d56\u4e8e\u5b9e\u9a8c\u548c\u4eba\u8111\u667a\u6167\uff0c\u7531\u4eba\u7c7b\u8fdb\u884c\u5927\u80c6\u731c\u60f3\u3001\u5c0f\u5fc3\u6c42\u8bc1\uff0c\u4fe1\u606f\u6280\u672f\u65e0\u8bba\u662f\u8ba1\u7b97\u548c\u6570\u636e\uff0c\u90fd\u53ea\u662f\u8d77\u5230\u4e00\u4e9b\u8f85\u52a9\u548c\u9a8c\u8bc1\u7684\u4f5c\u7528\u3002\u76f8\u8f83\u4e8e\u4eba\u7c7b\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u8bb0\u5fc6\u529b\u3001\u9ad8\u7ef4\u590d\u6742\u3001\u5168\u89c6\u91ce\u3001\u63a8\u7406\u6df1\u5ea6\u3001\u731c\u60f3\u7b49\u65b9\u9762\u5177\u6709\u8f83\u5927\u4f18\u52bf\uff0c\u662f\u5426\u80fd\u4ee5AI\u4e3a\u4e3b\u8fdb\u884c\u4e00\u4e9b\u79d1\u5b66\u53d1\u73b0\u548c\u6280\u672f\u53d1\u660e\uff0c\u5927\u5e45\u63d0\u5347\u4eba\u7c7b\u79d1\u5b66\u53d1\u73b0\u7684\u6548\u7387\uff0c\u6bd4\u5982\u4e3b\u52a8\u53d1\u73b0\u7269\u7406\u5b66\u89c4\u5f8b\u3001\u9884\u6d4b\u86cb\u767d\u8d28\u7ed3\u6784\u3001\u8bbe\u8ba1\u9ad8\u6027\u80fd\u82af\u7247\u3001\u9ad8\u6548\u5408\u6210\u65b0\u836f\u7b49\u3002\u56e0\u4e3a\u4eba\u5de5\u667a\u80fd\u5927\u6a21\u578b\u5177\u6709\u5168\u91cf\u6570\u636e\uff0c\u5177\u5907\u4e0a\u5e1d\u89c6\u89d2\uff0c\u901a\u8fc7\u6df1\u5ea6\u5b66\u4e60\u7684\u80fd\u529b\uff0c\u53ef\u4ee5\u6bd4\u4eba\u5411\u524d\u770b\u66f4\u591a\u6b65\u6570\uff0c\u5982\u80fd\u5b9e\u73b0\u4ece\u63a8\u65ad(inference)\u5230\u63a8\u7406(reasoning)\u7684\u8dc3\u5347\uff0c\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u5c31\u6709\u6f5c\u529b\u5177\u5907\u7231\u56e0\u65af\u5766\u4e00\u6837\u7684\u60f3\u8c61\u529b\u548c\u79d1\u5b66\u731c\u60f3\u80fd\u529b\uff0c\u6781\u5927\u63d0\u5347\u4eba\u7c7b\u79d1\u5b66\u53d1\u73b0\u7684\u6548\u7387\uff0c\u6253\u7834\u4eba\u7c7b\u7684\u8ba4\u77e5\u8fb9\u754c\u3002\u8fd9\u624d\u662f\u771f\u6b63\u7684\u98a0\u8986\u6240\u5728\u3002<\/p>\n<p>\u6700\u540e\uff0c\u901a\u7528\u4eba\u5de5\u667a\u80fd<sup>\u2462<\/sup>\uff08Artificial General 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