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90% \u7684\u8ba1\u7b97\uff0c\u5728\u7a81\u7834\u6700\u540e\u7684 10% \u4e4b\u524d\uff0c\u5f97\u5206\u4ecd\u7136\u4e3a 0%\u3002\u56e0\u6b64\uff0c\u6027\u80fd\u53ef\u80fd\u5728\u5e95\u5c42\u4e0d\u65ad\u63d0\u5347\uff0c\u4f46\u5728\u7a81\u7834\u9608\u503c\u4e4b\u524d\u770b\u8d77\u6765\u662f\u5e73\u7a33\u7684\u2014\u2014\u6b64\u65f6\u5b83\u4f1a\u98d9\u5347\u81f3 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1000 \u4ebf\u4e2a\u53c2\u6570\u4e0a\uff0c\u800c\u662f\u968f\u7740\u89c4\u6a21\u7684\u6269\u5927\uff0c\u6a21\u578b\u7684\u80fd\u529b\u4f1a\u53d8\u5f97\u66f4\u52a0\u5b8c\u5584\uff08\u5728\u5c0f\u89c4\u6a21\u4e0b\u5c1a\u4e0d\u6210\u719f\u7684\u80fd\u529b\uff0c\u5728\u5927\u89c4\u6a21\u4e0b\u53d8\u5f97\u53ef\u9760\uff09\u3002\u53ef\u80fd\u4ecd\u7136\u5b58\u5728\u771f\u6b63\u7684\u76f8\u53d8\uff08\u8fd9\u5c1a\u6709\u4e89\u8bae\uff09\uff0c\u4f46\u6211\u4eec\u5e94\u8be5\u5bf9\u4efb\u4f55\u80fd\u591f\u8ba9\u667a\u80fd\u98de\u8dc3\u7684\u5355\u4e00\u795e\u5947\u6a21\u578b\u89c4\u6a21\u6301\u6000\u7591\u6001\u5ea6\u3002<\/p>\n<h4>\u95ee\u9898 3\uff1a\u8be5\u6a21\u578b\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u601d\u8def\u94fe\u6765\u89e3\u91ca\u5176\u7b54\u6848\u3002\u6211\u4eec\u53ef\u4ee5\u76f8\u4fe1\u8fd9\u4e2a\u89e3\u91ca\u5417\uff1f<\/h4>\n<p>\u7b54\uff1a\u4e0d\u5b8c\u5168\u662f\u2014\u2014\u4eba\u4eec\u786e\u5b9e\u62c5\u5fc3\u89e3\u91ca\u4e0d\u5b9e\u3002\u5927\u578b\u8bed\u8a00\u6a21\u578b\u00a0(LLM) \u975e\u5e38\u64c5\u957f\u4f7f\u4eba\u4fe1\u670d\u3002\u4ed6\u4eec\u53ef\u4ee5\u751f\u6210\u4e00\u6761\u542c\u8d77\u6765\u5408\u4e4e\u903b\u8f91\u7684\u63a8\u7406\u8def\u5f84\uff0c\u800c\u4e0d\u7ba1\u8fd9\u662f\u5426\u662f\u4ed6\u4eec\u83b7\u5f97\u7b54\u6848\u7684\u5b9e\u9645\u9014\u5f84\u3002\u5728\u8bb8\u591a\u60c5\u51b5\u4e0b\uff0c\u6a21\u578b\u5728\u5f97\u51fa\u7b54\u6848\u540e\u57fa\u672c\u4e0a\u4f1a\u5373\u5174\u7f16\u9020\u770b\u4f3c\u5408\u7406\u7684\u7406\u7531\u3002\u7814\u7a76\u8868\u660e\uff0c\u6a21\u578b\u6240\u8ff0\u7684\u601d\u8def\u94fe\u4e0e\u5176\u4f7f\u7528\u7684\u9690\u85cf\u63a8\u7406\u4e0d\u5339\u914d\u7684\u60c5\u51b5\u3002\u4f8b\u5982\uff0c\u4e00\u4e2a\u6a21\u578b\u53ef\u80fd\u4f1a\u56e0\u4e3a\u5b58\u5728\u4e00\u4e2a\u5fae\u5999\u7684\u63d0\u793a\u800c\u51b3\u5b9a\u7b54\u6848\uff0c\u4f46\u5b83\u7684\u89e3\u91ca\u4e2d\u6ca1\u6709\u63d0\u5230\u8fd9\u4e2a\u63d0\u793a\uff0c\u800c\u662f\u8c08\u8bba\u4e00\u822c\u7684\u4e8b\u5b9e\u3002\u8fd9\u6709\u70b9\u50cf\u4e00\u4e2a\u5b66\u751f\u5728\u8003\u8bd5\u4e2d\u4f5c\u5f0a\uff0c\u7136\u540e\uff0c\u5f53\u88ab\u8981\u6c42\u5c55\u793a\u4f5c\u4e1a\u65f6\uff0c\u4ed6\u5199\u4e86\u5047\u7684\u8349\u7a3f\u2014\u2014\u7b54\u6848\u662f\u6b63\u786e\u7684\uff0c\u4f5c\u4e1a\u770b\u8d77\u6765\u5f88\u5408\u7406\uff0c\u4f46\u8fd9\u5e76\u4e0d\u662f\u4ed6\u4eec\u7b54\u5bf9\u7684\u771f\u6b63\u539f\u56e0\u3002<\/p>\n<p>\u7814\u7a76\u4eba\u5458\u5c06\u5176\u91cf\u5316\u4e3a\u5fe0\u5b9e\u5ea6\u2014\u2014\u89e3\u91ca\u662f\u5426\u771f\u6b63\u53cd\u6620\u4e86\u5185\u90e8\u8fc7\u7a0b\uff1f\u5bf9\u4e8e\u5f53\u524d\u7684\u6a21\u578b\uff0c\u5fe0\u5b9e\u5ea6\u901a\u5e38\u8f83\u4f4e\u3002\u56e0\u6b64\uff0c\u867d\u7136\u601d\u8def\u94fe\u53ef\u4ee5\u63d0\u4f9b\u4fe1\u606f\uff0c\u4f46\u4f60\u5e94\u8be5\u5c06\u5176\u89c6\u4e3a\u5047\u8bbe\u6216\u53d9\u8ff0\uff0c\u800c\u4e0d\u662f\u4fdd\u8bc1\u7684\u771f\u5b9e\u6027\u3002\u8fd9\u5f53\u7136\u6bd4\u6ca1\u6709\u597d\uff0c\u6709\u65f6\u5b83\u663e\u7136\u4e00\u6b65\u4e00\u6b65\u662f\u6b63\u786e\u7684\uff0c\u4f46\u6211\u4eec\u5fc5\u987b\u4fdd\u6301\u6279\u5224\u6027\u3002\u5982\u679c\u4e00\u4e2a\u6a21\u578b\u7684\u89e3\u91ca\u6709\u4e00\u4e9b\u6b65\u9aa4\u53ef\u4ee5\u5f97\u51fa\u7b54\u6848\uff0c\u8fd9\u4ee4\u4eba\u653e\u5fc3\uff0c\u4f46\u5e76\u4e0d\u80fd\u8bc1\u660e\u8fd9\u4e9b\u6b65\u9aa4\u786e\u5b9e\u53d1\u751f\u5728\u6a21\u578b\u7684\u8ba1\u7b97\u4e2d\u3002\u5728\u5173\u952e\u7684\u8bbe\u7f6e\u4e2d\uff0c\u53ef\u80fd\u9700\u8981\u72ec\u7acb\u9a8c\u8bc1\u5173\u952e\u6b65\u9aa4\uff08\u4f8b\u5982\uff0c\u5982\u679c\u6a21\u578b\u7684\u63a8\u7406\u8bf4\u201c\u56e0\u4e3a\u00a0A &gt; B \u548c B &gt; C\uff0c\u6211\u4eec\u5f97\u51fa\u7ed3\u8bba A &gt; C\u201d\uff0c\u8bf7\u786e\u4fdd A\u3001B\u3001C \u4e8b\u5b9e\u786e\u5b9e\u7531\u6a21\u578b\u8bc4\u4f30\uff09\u3002<\/p>\n<h4>\u95ee\u9898 4\uff1aTransformer \u6a21\u578b\uff08\u4f8b\u5982 GPT\uff09\u5b9e\u9645\u4e0a\u662f\u5982\u4f55\u4f7f\u7528\u81ea\u6ce8\u610f\u529b\u673a\u5236\u8fdb\u884c\u201c\u63a8\u7406\u201d\u7684\uff1f<\/h4>\n<p>\u7b54\uff1a\u81ea\u6ce8\u610f\u529b\u673a\u5236\u5141\u8bb8 Transformer \u5728\u6bcf\u4e00\u5c42\u52a8\u6001\u5730\u5173\u6ce8\u8f93\u5165\u7684\u4e0d\u540c\u90e8\u5206\uff08\u6216\u5176\u81ea\u8eab\u7684\u8f93\u51fa\uff09\u3002\u60a8\u53ef\u4ee5\u5c06\u5176\u89c6\u4e3a\u5728\u6a21\u578b\u5185\u5b58\u4e2d\u8bfb\u5199\u4fe1\u606f\u7684\u5de5\u5177\u5305\u3002\u5f53 Transformer \u8fdb\u884c\u201c\u63a8\u7406\u201d\u65f6\uff0c\u67d0\u4e9b\u6ce8\u610f\u529b\u5934\u548c\u795e\u7ecf\u5143\u4f1a\u62fe\u53d6\u76f8\u5173\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u5e76\u5c06\u5b83\u4eec\u7ec4\u5408\u8d77\u6765\u4ee5\u63a8\u65ad\u51fa\u65b0\u7684\u4fe1\u606f\u3002\u4f8b\u5982\uff0c\u5982\u679c\u88ab\u95ee\u5230\u201c\u8c01\u662f X \u7684\u4e08\u592b\uff1f\u201d\uff0c\u6a21\u578b\u53ef\u80fd\u6709\u4e00\u4e2a\u6ce8\u610f\u529b\u5934\u8d1f\u8d23\u5173\u6ce8\u63d0\u793a\u4e2d\u7684\u201cX\u201d\uff0c\u5e76\u4ece\u90a3\u91cc\u8df3\u8f6c\u5230\u5176\u5185\u90e8\u77e5\u8bc6\u4e2d\u5b58\u50a8\u7684 X \u5411\u91cf\uff08\u53ef\u80fd\u5305\u542b\u6709\u5173 X \u7684\u4e8b\u5b9e\uff09\uff1b\u53e6\u4e00\u4e2a\u6ce8\u610f\u529b\u5934\u8d1f\u8d23\u5173\u6ce8\u201c\u4e08\u592b\u201d\u4e4b\u7c7b\u7684\u5185\u5bb9\uff0c\u4ece\u800c\u89e6\u53d1\u5bf9\u4e00\u6bb5\u5173\u7cfb\u7684\u56de\u5fc6\u3002\u7136\u540e\uff0c\u6a21\u578b\u5728\u4e0b\u4e00\u5c42\u5c06\u8fd9\u4e9b\u6ce8\u610f\u529b\u5934\u6574\u5408\u5728\u4e00\u8d77\uff0c\u5f97\u51fa\u4e08\u592b\u7684\u540d\u5b57\u3002<\/p>\n<p>\u6bcf\u4e2a\u6ce8\u610f\u529b\u5c42\u5c31\u50cf\u4e00\u4e2a\u8ba1\u7b97\u6b65\u9aa4\uff0c\u6a21\u578b\u53ef\u4ee5\u6839\u636e\u5b66\u4e60\u5230\u7684\u6a21\u5f0f\u68c0\u7d22\u4efb\u4f55\u770b\u4f3c\u6709\u7528\u7684\u4fe1\u606f\u3002\u591a\u5934\u6ce8\u610f\u529b\u673a\u5236\u610f\u5473\u7740\u5b83\u53ef\u4ee5\u5e76\u884c\u6267\u884c\u591a\u4e2a\u8fd9\u6837\u7684\u68c0\u7d22\u64cd\u4f5c\u3002\u4f8b\u5982\uff0c\u4e00\u4e2a\u5934\u68c0\u67e5\u53e5\u5b50\u7684\u4e00\u90e8\u5206\uff0c\u53e6\u4e00\u4e2a\u5934\u68c0\u67e5\u53e6\u4e00\u90e8\u5206\u3002\u7531\u4e8e\u8fd9\u4e2a\u8fc7\u7a0b\u5728\u591a\u4e2a\u5c42\u4e0a\u8fed\u4ee3\u8fdb\u884c\uff0c\u6a21\u578b\u53ef\u4ee5\u6267\u884c\u591a\u6b65\u63a8\u7406\u3002\u524d\u9762\u7684\u5c42\u53ef\u80fd\u6267\u884c\u975e\u5e38\u7b80\u5355\u7684\u4efb\u52a1\uff08\u4f8b\u5982\u89e3\u6790\u4ee3\u8bcd\u6307\u79f0\u6216\u5c06\u5f62\u5bb9\u8bcd\u4e0e\u540d\u8bcd\u8fde\u63a5\u8d77\u6765\uff09\uff0c\u4e2d\u95f4\u7684\u5c42\u53ef\u80fd\u6267\u884c\u4e2d\u7b49\u96be\u5ea6\u7684\u4efb\u52a1\uff08\u4f8b\u5982\u5f04\u6e05\u695a\u8bed\u6cd5\u6216\u6838\u5fc3\u4e8b\u5b9e\uff09\uff0c\u540e\u9762\u7684\u5c42\u53ef\u80fd\u6267\u884c\u66f4\u9ad8\u7ea7\u7684\u4efb\u52a1\uff08\u4f8b\u5982\u5f97\u51fa\u7ed3\u8bba\u6216\u8fdb\u884c\u7c7b\u6bd4\uff09\u3002<\/p>\n<p>\u4e3e\u4e2a\u5177\u4f53\u7684\u4f8b\u5b50\uff1a\u5728\u7b97\u672f\u4e2d\uff0c\u7814\u7a76\u4eba\u5458\u53d1\u73b0 Transformer \u6709\u65f6\u4f1a\u9010\u4f4d\u8fdb\u884c\u8ba1\u7b97\u3002\u6ce8\u610f\u529b\u5934\u4f1a\u5c06\u4e24\u4e2a\u6570\u5b57\u7684\u4e2a\u4f4d\u5bf9\u9f50\uff0c\u7136\u540e\u5c06\u5b83\u4eec\u76f8\u52a0\uff08\u5f88\u53ef\u80fd\u662f\u5728\u524d\u9988\u7f51\u7edc\u4e2d\u7f16\u7801\u7684\uff09\uff0c\u4ea7\u751f\u4e00\u4e2a\u8fdb\u4f4d\uff0c\u7136\u540e\u53e6\u4e00\u4e2a\u6ce8\u610f\u529b\u5934\u4f1a\u5c06\u5176\u79fb\u5230\u4e0b\u4e00\u5c42\u7684\u5341\u4f4d\uff0c\u4ee5\u6b64\u7c7b\u63a8\u3002\u8fd9\u5c31\u597d\u50cf\u6a21\u578b\u5728\u5185\u90e8\u5b66\u4e60\u4e86\u52a0\u6cd5\u7b97\u6cd5\uff0c\u5e76\u5206\u5e03\u5728\u5404\u4e2a\u6ce8\u610f\u529b\u5934\/\u5c42\u4e0a\u3002<\/p>\n<p>\u603b\u800c\u8a00\u4e4b\uff0cTransformer 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Amodei\u8c08\u5230\u4e86\u4e00\u4e2a\u540d\u4e3a\u201cAI MRI\u201d\u7684\u9879\u76ee\uff0c\u65e8\u5728\u6df1\u5ea6\u626b\u63cf\u548c\u7406\u89e3\u6a21\u578b[1]\u2014\u2014\u8fd9\u751a\u81f3\u53ef\u80fd\u6210\u4e3a\u653f\u5e9c\u652f\u6301\u7684\u9488\u5bf9\u4efb\u4f55\u9ad8\u6027\u80fd\u6a21\u578b\u7684\u5b89\u5168\u63aa\u65bd\uff1a\u5728\u90e8\u7f72\u4e4b\u524d\uff0c\u9700\u8981\u7531\u72ec\u7acb\u5c0f\u7ec4\u5bf9\u5176\u8fdb\u884c\u53ef\u89e3\u91ca\u6027\u5ba1\u6838\u3002\u8fd9\u53ef\u80fd\u4e0d\u4f1a\u76f4\u63a5\u4f7f\u6a21\u578b\u5728\u8bbe\u8ba1\u4e0a\u66f4\u52a0\u900f\u660e\uff0c\u4f46\u5b83\u81f3\u5c11\u53ef\u4ee5\u786e\u4fdd\u6211\u4eec\u80fd\u591f\u53d1\u73b0\u4efb\u4f55\u660e\u663e\u7684\u9690\u85cf\u95ee\u9898\u3002<\/p>\n<p>\u6700\u7ec8\uff0c\u6211\u4eec\u5b8c\u5168\u7406\u89e3\u4eba\u5de5\u667a\u80fd\u7684\u601d\u7ef4\u65b9\u5f0f\uff0c\u8fd9\u6216\u8bb8\u53ef\u884c\uff0c\u4e5f\u6216\u8bb8\u884c\u4e0d\u901a\u3002\u4f46\u6211\u4eec\u7684\u76ee\u6807\u662f\u8fbe\u5230\u201c\u5145\u5206\u7406\u89e3\u201d\u7684\u7a0b\u5ea6\u2014\u2014\u6211\u4eec\u5bf9\u6a21\u578b\u8f93\u51fa\u7684\u53ef\u9760\u6027\u548c\u771f\u5b9e\u6027\u5145\u6ee1\u4fe1\u5fc3\uff0c\u56e0\u4e3a\u6211\u4eec\u57fa\u672c\u4e0a\u5df2\u7ecf\u5c06\u5176\u63a8\u7406\u8c03\u8bd5\u5230\u53ef\u5bb9\u5fcd\u7684\u7a0b\u5ea6\u3002\u8fd9\u6216\u8bb8\u4e0e\u6211\u4eec\u9a7e\u9a76\u98de\u673a\u7684\u65b9\u5f0f\u7c7b\u4f3c\uff1a\u4eba\u7c7b\u65e0\u6cd5\u8ddf\u8e2a\u81ea\u52a8\u9a7e\u9a76\u4eea\u8ba1\u7b97\u673a\u8fd0\u884c\u7684\u6bcf\u4e00\u5fae\u79d2\uff0c\u4f46\u6211\u4eec\u5728\u8bbe\u8ba1\u7cfb\u7edf\u65f6\uff0c\u8bbe\u7f6e\u4e86\u8db3\u591f\u7684\u5b89\u5168\u63aa\u65bd\u3001\u6545\u969c\u4fdd\u62a4\u548c\u900f\u660e\u5ea6\uff08\u901a\u8fc7\u4f20\u611f\u5668\u3001\u8b66\u62a5\u7b49\uff09\uff0c\u4ee5\u786e\u4fdd\u6211\u4eec\u80fd\u591f\u5c06\u751f\u547d\u6258\u4ed8\u7ed9\u5b83\u3002\u540c\u6837\uff0c\u5bf9\u4e8e\u4eba\u5de5\u667a\u80fd\uff0c\u900f\u660e\u5de5\u5177\u4e0e\u826f\u597d\u7684\u5de5\u7a0b\u5b9e\u8df5\u548c\u76d1\u7763\u76f8\u7ed3\u5408\uff0c\u53ef\u4ee5\u8ba9\u6211\u4eec\u5145\u6ee1\u4fe1\u5fc3\u5730\u4fe1\u4efb\u4eba\u5de5\u667a\u80fd\u5728\u5173\u952e\u89d2\u8272\u4e2d\u7684\u8fd0\u4f5c\u2014\u2014\u56e0\u4e3a\u6211\u4eec\u77e5\u9053\uff0c\u5728\u5173\u952e\u65f6\u523b\uff0c\u6211\u4eec\u6709\u529e\u6cd5\u68c0\u67e5\u548c\u7ea0\u6b63\u5b83\u3002<\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n<div 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