\n<\/p>\n\n\n\n\n\n\n\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n\u5f15\u8a00<\/strong><\/section>\n<\/section>\n\n<\/section>\n\n\n\n0<\/strong>1<\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n\n\n\nOpenAI\u53d1\u5e03\u7684\u65b0\u6a21\u578bo1\u4e13\u6ce8\u4e8e\u591a\u6b65\u9aa4\u63a8\u7406\uff0c\u663e\u8457\u63d0\u5347\u4e86\u6570\u5b66\u3001\u7f16\u7801\u548c\u79d1\u5b66\u95ee\u9898\u7684\u89e3\u51b3\u80fd\u529b\uff0c\u8d85\u8d8a\u4e86\u524d\u4ee3\u6a21\u578b\uff0c\u6807\u5fd7\u7740LLM\u5728\u5b9e\u9645\u79d1\u7814\u5e94\u7528\u4e2d\u7684\u91cd\u8981\u8fdb\u5c55\u3002<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/p>\n\n\n\n<\/section>\n\n<\/section>\n<\/section>\n<\/section>\n\n\n\u4e0a\u5468\u672b\uff0c\u6211\u5728\u4e00\u4e2a\u590f\u4ee4\u8425\u4e3e\u884c\u4e86\u5a5a\u793c\uff0c\u767d\u5929\u7684\u65f6\u5019\uff0c\u6211\u4eec\u7684\u5bbe\u5ba2\u53c2\u52a0\u4e86\u4e00\u7cfb\u5217\u6e38\u620f\uff0c\u8fd9\u4e9b\u6e38\u620f\u7684\u7075\u611f\u6765\u81ea\u4e8e\u6211\u548c\u59bb\u5b50\u7cbe\u5fc3\u7b56\u5212\u7684<\/span>\u300a<\/span>\u5e78\u5b58\u8005<\/span>\u300b<\/span><\/em>\u8282\u76ee\u3002\u6211\u4eec\u5728\u516b\u6708\u4efd\u7b79\u5212\u6e38\u620f\u65f6\uff0c\u5c31\u60f3\u628a\u5176\u4e2d\u4e00\u4e2a\u7ad9\u8bbe\u7f6e\u4e3a\u8bb0\u5fc6\u6311\u6218\u7ad9\uff0c\u8ba9\u6211\u4eec\u7684\u4eb2\u670b\u597d\u53cb\u8bb0\u4f4f\u4e00\u9996\u8bd7\u7684\u90e8\u5206\u5185\u5bb9\uff0c\u7136\u540e\u8f6c\u544a\u961f\u53cb\uff0c\u8ba9\u4ed6\u4eec\u7528\u4e00\u7ec4\u6728\u7816\u91cd\u65b0\u521b\u4f5c\u3002\u00a0<\/span><\/p>\n\n
\u6211\u8ba4\u4e3a\uff0cOpenAI\u7684GPT-4o\u662f\u5176\u5f53\u65f6\u7684\u9886\u5148\u6a21\u578b\uff0c\u5b8c\u5168\u53ef\u4ee5\u63d0\u4f9b\u5e2e\u52a9\u3002\u6211\u8981\u6c42\u5b83\u521b\u4f5c\u4e00\u9996\u4ee5\u5a5a\u793c\u4e3a\u4e3b\u9898\u7684\u77ed\u8bd7\uff0c\u5e76\u89c4\u5b9a\u6bcf\u4e2a\u5b57\u6bcd\u53ea\u80fd\u51fa\u73b0\u4e00\u5b9a\u7684\u6b21\u6570\uff0c\u8fd9\u6837\u6211\u4eec\u5c31\u80fd\u786e\u4fdd\u5404\u5c0f\u7ec4\u80fd\u591f\u7528\u63d0\u4f9b\u7684\u4e00\u7ec4\u6728\u7816\u91cd\u73b0\u8fd9\u9996\u8bd7\u3002\u4f46\u662fGPT-4o\u5374\u5931\u8d25\u5f97\u4e00\u584c\u7cca\u6d82\u3002\u8be5\u6a21\u578b\u4e00\u518d\u575a\u6301\u8bf4\uff0c\u5b83\u7684\u8bd7\u6b4c\u5728\u9650\u5236\u6761\u4ef6\u4e0b\u662f\u53ef\u884c\u7684\uff0c\u5c3d\u7ba1\u4e8b\u5b9e\u5e76\u975e\u5982\u6b64\u3002\u5b83\u53ea\u6709\u5728\u4e8b\u540e\u624d\u4f1a\u6b63\u786e\u8ba1\u7b97\u5b57\u6bcd\u6570\u91cf\uff0c\u540c\u65f6\u7ee7\u7eed\u63d0\u4f9b\u4e0d\u7b26\u5408\u6307\u4ee4\u7684\u8bd7\u6b4c\u3002\u7531\u4e8e\u6ca1\u6709\u65f6\u95f4\u7cbe\u5fc3\u624b\u5de5\u5236\u4f5c\u8bd7\u53e5\uff0c\u6211\u4eec\u653e\u5f03\u4e86\u5199\u8bd7\u7684\u60f3\u6cd5\uff0c\u8f6c\u800c\u6311\u6218\u5ba2\u4eba\u8bb0\u4f4f\u4e00\u7cfb\u5217\u7528\u5f69\u8272\u6728\u7816\u62fc\u6210\u7684\u56fe\u5f62\u3002(\u6700\u540e\uff0c\u6211\u4eec\u7684\u4eb2\u670b\u597d\u53cb\u8fd8\u53c2\u52a0\u4e86\u8eb2\u907f\u7403\u3001\u6254\u9e21\u86cb\u548c\u593a\u65d7\u6bd4\u8d5b\uff09\u3002<\/span><\/p>\n\u00a0\u00a0\u00a0\u00a0<\/span><\/p>\n\u4e0d\u8fc7\uff0cOpenAI\u4e0a\u5468<\/span>\u53d1\u5e03\u4e86<\/span>\u4e00\u6b3e\u540d\u4e3ao1\u7684\u65b0\u6a21\u578b\uff08\u4e4b\u524d\u7684\u4ee3\u53f7\u4e3a\u00a0“\u8349\u8393”\uff0c<\/span>\u66f4\u65e9\u7684\u540d\u5b57\u662fQ*<\/span>\uff09\uff0c\u5728\u6b64\u7c7b\u7528\u9014\u4e0a\uff0c\u5b83\u8d85\u8d8a\u4e86<\/span>GPT-4o<\/span><\/strong>\u3002<\/span><\/p>\n\n
\u4e0e\u4ee5\u5f80\u90a3\u4e9b\u975e\u5e38\u9002\u5408\u5199\u4f5c\u548c\u7f16\u8f91\u7b49\u8bed\u8a00\u4efb\u52a1\u7684\u6a21\u578b\u4e0d\u540c\uff0cOpenAI o1\u4fa7\u91cd\u4e8e\u591a\u6b65\u9aa4\u00a0“\u63a8\u7406”\uff0c\u5373\u9ad8\u7b49\u6570\u5b66\u3001\u7f16\u7801\u6216\u5176\u4ed6\u57fa\u4e8eSTEM\u7684\u95ee\u9898\u6240\u9700\u7684\u8fc7\u7a0b\u7c7b\u578b\u3002\u636eOpenAI\u79f0\uff0c\u5b83\u4f7f\u7528\u7684\u662f”\u601d\u7ef4\u94fe”\u6280\u672f\u3002\u8be5\u516c\u53f8\u5728\u5176\u7f51\u7ad9\u7684\u4e00\u7bc7\u535a\u6587\u4e2d\u5199\u9053\uff0c\u201c\u8be5\u6a21\u578b\u5b66\u4f1a\u4e86\u8bc6\u522b\u548c\u7ea0\u6b63\u81ea\u5df1\u7684\u9519\u8bef\u3002\u5b83\u5b66\u4f1a\u4e86\u5c06\u68d8\u624b\u7684\u6b65\u9aa4\u5206\u89e3\u4e3a\u66f4\u7b80\u5355\u7684\u6b65\u9aa4\u3002\u5f53\u76ee\u524d\u7684\u65b9\u6cd5\u4e0d\u8d77\u4f5c\u7528\u65f6\uff0c\u5b83\u5b66\u4f1a\u4e86\u53bb\u5c1d\u8bd5\u4e0d\u540c\u7684\u65b9\u6cd5\u3002\u201d<\/span><\/p>\n\n\n\n\nOpenAI\u7684\u6d4b\u8bd5\u53d6\u5f97\u4e86\u5de8\u5927\u6210\u529f\u3002<\/strong><\/section>\n<\/section>\n\n\n<\/section>\n<\/section>\n\n\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n\u8be5\u6a21\u578b\u5728\u7ade\u6280\u7f16\u7801\u7ec4\u7ec7<\/span>Codeforces<\/span>\u63d0\u51fa\u7684\u95ee\u9898\u4e2d\u6392\u5728\u7b2c89\u4f4d\uff0c\u5e76\u5c06\u5728\u7f8e\u56fd\u6570\u5b66\u5965\u6797\u5339\u514b\u7ade\u8d5b\uff08\u8be5\u7ade\u8d5b\u6db5\u76d6\u51e0\u4f55\u3001\u6570\u8bba\u548c\u5176\u4ed6\u6570\u5b66\u95ee\u9898\uff09\u4e2d\u8dfb\u8eab\u524d500\u540d\u9ad8\u4e2d\u751f\u4e4b\u5217\u3002\u7ecf\u8fc7\u8bad\u7ec3\uff0c\u8be5\u6a21\u578b\u8fd8\u53ef\u4ee5\u56de\u7b54\u4ece\u5929\u4f53\u7269\u7406\u5b66\u5230\u6709\u673a\u5316\u5b66\u7b49\u5b66\u79d1\u7684\u535a\u58eb\u7ea7\u95ee\u9898\u3002\u00a0<\/span><\/span><\/p>\n\n
\u5728\u6570\u5b66\u5965\u6797\u5339\u514b\u7ade\u8d5b\u9898\u4e2d\uff0c\u65b0\u6a21\u578b\u7684\u51c6\u786e\u7387\u4e3a83.3%\uff0c\u800cGPT-4o\u4e3a 13.4%\u3002\u5728\u535a\u58eb\u7ea7<\/span>\u95ee\u9898<\/span>\u4e2d\uff0c\u5b83\u7684\u5e73\u5747\u51c6\u786e\u7387\u4e3a78%\uff0c\u800c\u4eba\u7c7b\u4e13\u5bb6\u7684\u51c6\u786e\u7387\u4e3a69.7%\uff0cGPT-4o\u7684\u51c6\u786e\u7387\u4e3a56.1%\u3002(\u9274\u4e8e\u8fd9\u4e9b\u6210\u5c31\uff0c\u65b0\u6a21\u578b\u5728\u4e3a\u6211\u4eec\u7684\u5a5a\u793c\u6e38\u620f\u5199\u8bd7\u8fd9\u4e00\u65b9\u9762\u8868\u73b0\u5f88\u51fa\u8272\u4e5f\u5c31\u4e0d\u8db3\u4e3a\u5947\u4e86\uff0c\u5c3d\u7ba1\u5b83\u8fd8\u4e0d\u591f\u5b8c\u7f8e\uff1b\u5b83\u4f7f\u7528\u7684\u5b57\u6bcdT\u548cS\u6bd4\u6307\u793a\u7684\u8981\u591a\u5f97\u591a\uff09\u3002<\/span><\/p>\n\n\n\n\n\u8fd9\u6709\u4ec0\u4e48\u5173\u7cfb\u5462\uff1f<\/strong><\/section>\n<\/section>\n\n\n<\/section>\n<\/section>\n\n\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n\u8fc4\u4eca\u4e3a\u6b62\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08Large Language Model\uff0c\u7b80\u79f0LLM\uff09\u7684\u5927\u90e8\u5206\u8fdb\u5c55\u90fd\u662f\u7531\u8bed\u8a00\u9a71\u52a8\u7684\uff0c\u4ece\u800c\u4ea7\u751f\u4e86\u80fd\u591f\u89e3\u91ca\u3001\u5206\u6790\u548c\u751f\u6210\u5355\u8bcd\u7684\u804a\u5929\u673a\u5668\u4eba\u6216\u8bed\u97f3\u52a9\u624b\u3002\u4f46\u662f\uff0c\u9664\u4e86\u5f04\u9519\u5f88\u591a\u4e8b\u5b9e\u4e4b\u5916\uff0c\u8fd9\u4e9bLLM\u4e5f\u672a\u80fd\u5c55\u793a\u51fa\u89e3\u51b3\u836f\u7269\u53d1\u73b0\u3001\u6750\u6599\u79d1\u5b66\u3001\u7f16\u7801\u6216\u7269\u7406\u5b66\u7b49\u9886\u57df\u7684\u91cd\u8981\u95ee\u9898\u6240\u9700\u7684\u6280\u80fd\u7c7b\u578b\u3002OpenAI\u7684o1\u662f\u6700\u65e9\u7684\u8ff9\u8c61\u4e4b\u4e00\uff0c\u5176\u8868\u660eLLM\u53ef\u80fd\u5f88\u5feb\u5c31\u4f1a\u6210\u4e3a\u4eba\u7c7b\u7814\u7a76\u4eba\u5458\u5728\u8fd9\u4e9b\u9886\u57df\u771f\u6b63\u6709\u7528\u7684\u4f19\u4f34\u3002\u00a0<\/span><\/p>\n\n
\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u5458\u3001LLM\u521b\u4e1a\u516c\u53f8Fixie\u7684\u521b\u59cb\u4eba\u9a6c\u7279\u00b7\u5a01\u5c14\u58eb\uff08Matt Welsh\uff09\u8bf4\uff0c\u8fd9\u662f\u4e00\u4ef6\u5927\u4e8b\uff0c\u56e0\u4e3a\u5b83\u5c06\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u4e2d\u7684”\u601d\u7ef4\u94fe”\u00a0\u63a8\u7406\u5e26\u7ed9\u4e86\u5927\u4f17\u3002<\/span><\/p>\n\u00a0<\/span><\/p>\n\u5a01\u5c14\u58eb\u8bf4\uff0c\u201c\u63a8\u7406\u80fd\u529b\u76f4\u63a5\u4f53\u73b0\u5728\u6a21\u578b\u4e2d\uff0c\u800c\u4e0d\u5fc5\u4f7f\u7528\u5355\u72ec\u7684\u5de5\u5177\u6765\u5b9e\u73b0\u7c7b\u4f3c\u7684\u7ed3\u679c\u3002\u6211\u7684\u671f\u671b\u662f\uff0c\u5b83\u5c06\u63d0\u9ad8\u4eba\u4eec\u5bf9\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u7684\u671f\u671b\u503c\u3002\u201d<\/span><\/p>\n\n
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