{"id":24672,"date":"2025-02-20T10:20:53","date_gmt":"2025-02-20T02:20:53","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=24672"},"modified":"2025-02-20T10:20:53","modified_gmt":"2025-02-20T02:20:53","slug":"openai%ef%bc%9a%e5%bc%ba%e5%8c%96%e5%ad%a6%e4%b9%a0%e7%a1%ae%e5%ae%9e%e5%8f%af%e6%98%be%e8%91%97%e6%8f%90%e9%ab%98llm%e6%80%a7%e8%83%bd%ef%bc%8cdeepseek-r1%e3%80%81kimi-k1-5%e5%8f%91%e7%8e%b0o1","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/02\/20\/24672\/","title":{"rendered":"OpenAI\uff1a\u5f3a\u5316\u5b66\u4e60\u786e\u5b9e\u53ef\u663e\u8457\u63d0\u9ad8LLM\u6027\u80fd\uff0cDeepSeek R1\u3001Kimi k1.5\u53d1\u73b0o1\u7684\u79d8\u5bc6"},"content":{"rendered":"
\"\"<\/div>\n
<\/div>\n
OpenAI \u5728\u8bba\u6587\u5f00\u7bc7\u5c31\u7528\u4e00\u53e5\u8bdd\u8fdb\u884c\u4e86\u603b\u7ed3\uff1a\u300c\u5c06\u5f3a\u5316\u5b66\u4e60\u5e94\u7528\u4e8e\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u53ef\u663e\u8457\u63d0\u9ad8\u5728\u590d\u6742\u7f16\u7a0b\u548c\u63a8\u7406\u4efb\u52a1\u4e0a\u7684\u6027\u80fd\u3002\u300d<\/div>\n
\n
\n

\u6700\u8fd1\uff0cOpenAI \u53d1\u4e86\u4e00\u7bc7\u8bba\u6587\uff0c\u5ba3\u79f0 o3 \u6a21\u578b\u5728 2024 IOI \u4e0a\u8fbe\u5230\u4e86\u91d1\u724c\u6c34\u5e73\uff0c\u5e76\u4e14\u5728 CodeForces \u4e0a\u83b7\u5f97\u4e86\u4e0e\u7cbe\u82f1\u7ea7\u4eba\u7c7b\u76f8\u5f53\u7684\u5f97\u5206\u3002<\/p>\n

\u4ed6\u4eec\u662f\u600e\u4e48\u505a\u5230\u7684\u5462\uff1fOpenAI \u5728\u8bba\u6587\u5f00\u7bc7\u5c31\u7528\u4e00\u53e5\u8bdd\u8fdb\u884c\u4e86\u603b\u7ed3\uff1a\u300c\u5c06\u5f3a\u5316\u5b66\u4e60\u5e94\u7528\u4e8e\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u53ef\u663e\u8457\u63d0\u9ad8\u5728\u590d\u6742\u7f16\u7a0b\u548c\u63a8\u7406\u4efb\u52a1\u4e0a\u7684\u6027\u80fd\u3002\u300d<\/p>\n

\"image.png\"<\/p>\n

    \n
  • \u8bba\u6587\u6807\u9898\uff1aCompetitive Programming with Large Reasoning Models<\/li>\n
  • \u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2502.06807<\/li>\n<\/ul>\n

    \u8fd9\u4e24\u5929\uff0c\u8fd9\u7bc7\u8bba\u6587\u53c8\u5f15\u8d77\u4e86\u5e7f\u6cdb\u70ed\u8bae\uff0c\u5c24\u5176\u662f\u5176\u4e2d\u88ab\u535a\u4e3b Matthew Berman \u6307\u51fa\u7684\u5173\u952e\uff1a\u8fd9\u79cd\u7b56\u7565\u4e0d\u4ec5\u9002\u7528\u4e8e\u7f16\u7a0b\uff0c\u5b83\u8fd8\u662f\u901a\u5f80 AGI \u53ca\u66f4\u8fdc\u672a\u6765\u7684\u6700\u6e05\u6670\u8def\u5f84\u3002<\/p>\n

    \"image.png\"<\/p>\n

    \u4e5f\u5c31\u662f\u8bf4\uff0c\u8fd9\u7bc7\u8bba\u6587\u4e0d\u4ec5\u4ec5\u662f\u5c55\u793a\u4e86 AI \u7f16\u7a0b\u7684\u65b0\u6210\u7ee9\uff0c\u66f4\u662f\u7ed9\u51fa\u4e86\u4e00\u4efd\u521b\u9020\u4e16\u754c\u6700\u4f73 AI \u7a0b\u5e8f\u5458\u4e43\u81f3 AGI \u7684\u84dd\u56fe\u3002\u6b63\u5982 OpenAI \u5728\u8bba\u6587\u4e2d\u5199\u5230\u7684\u90a3\u6837\uff1a\u300c\u8fd9\u4e9b\u7ed3\u679c\u8868\u660e\uff0c\u6269\u5c55\u901a\u7528\u5f3a\u5316\u5b66\u4e60\uff0c\u800c\u4e0d\u662f\u4f9d\u8d56\u7279\u5b9a\u9886\u57df\u7684\u6280\u672f\uff0c\u80fd\u4e3a\u5728\u63a8\u7406\u9886\u57df\uff08\u4f8b\u5982\u7ade\u6280\u7f16\u7a0b\uff09\u5b9e\u73b0 SOTA AI \u63d0\u4f9b\u4e00\u6761\u7a33\u5065\u7684\u8def\u5f84\u3002\u300d<\/p>\n

    \u6b64\u5916\uff0c\u8fd9\u7bc7\u8bba\u6587\u8fd8\u7279\u522b\u63d0\u5230\uff0c\u4e2d\u56fd\u7684 DeepSeek-R1 \u548c Kimi k1.5 \u901a\u8fc7\u72ec\u7acb\u7814\u7a76\u663e\u793a\uff0c\u5229\u7528\u601d\u7ef4\u94fe\uff08CoT\uff09\u5b66\u4e60\u65b9\u6cd5\u53ef\u663e\u8457\u63d0\u5347\u6a21\u578b\u5728\u6570\u5b66\u89e3\u9898\u4e0e\u7f16\u7a0b\u6311\u6218\u4e2d\u7684\u7efc\u5408\u8868\u73b0\uff0c\u8fd9\u4e5f\u662f o1 \u6b64\u524d\u6ca1\u6709\u516c\u5f00\u8fc7\u7684\u300c\u914d\u65b9\u300d\u2014\u2014 \u76f4\u5230\u524d\u4e9b\u5929\u624d\u534a\u906e\u534a\u63a9\u5730\u63ed\u793a\u4e00\u4e9b\uff0c\u53c2\u9605\u673a\u5668\u4e4b\u5fc3\u62a5\u9053\u300a\u611f\u8c22 DeepSeek\uff0cChatGPT \u5f00\u59cb\u516c\u5f00 o3 \u601d\u7ef4\u94fe\uff0c\u4f46\u4e0d\u5b8c\u6574\u300b\u3002\uff081 \u6708 20 \u65e5\uff0cDeepSeek \u548c Kimi \u5728\u540c\u4e00\u5929\u53d1\u5e03\u63a8\u7406\u6a21\u578b R1 \u548c k1.5\uff0c\u4e24\u4e2a\u6a21\u578b\u5747\u6709\u8d85\u8d8a OpenAI o1 \u7684\u8868\u73b0\u3002\uff09<\/p>\n

    <\/p>\n

    \u4e0b\u9762\uff0c\u6211\u4eec\u5148\u770b\u770b\u8fd9\u7bc7\u8bba\u6587\u7684\u6838\u5fc3\u5185\u5bb9\uff0c\u7136\u540e\u518d\u770b\u770b Matthew Berman \u4e3a\u4ec0\u4e48\u8bf4\u6269\u5c55\u901a\u7528\u5f3a\u5316\u5b66\u4e60\u662f\u300c\u901a\u5f80 AGI \u53ca\u66f4\u8fdc\u672a\u6765\u7684\u6700\u6e05\u6670\u8def\u5f84\u300d\u3002<\/p>\n

    OpenAI \u4ece\u81ea\u5bb6\u7684\u4e09\u4e2a\u6a21\u578b\u5165\u624b\uff0c\u8fd9\u4e09\u4e2a\u6a21\u578b\u5206\u522b\u662f o1 \u00a0\u3001 o1-ioi \u4ee5\u53ca o3\u3002<\/p>\n

    OpenAI o1 \uff1a\u5728\u7ade\u4e89\u6027\u7f16\u7a0b\u4efb\u52a1\u4e0a\u7684\u6027\u80fd\u5927\u5e45\u63d0\u5347<\/h4>\n

    o1 \u662f\u4e00\u4e2a\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b<\/strong>\uff0c\u65e8\u5728\u89e3\u51b3\u590d\u6742\u7684\u63a8\u7406\u4efb\u52a1\u3002<\/p>\n

    \u5728\u56de\u7b54\u95ee\u9898\u4e4b\u524d\uff0co1 \u4f1a\u5148\u751f\u6210\u4e00\u4e2a\u5185\u90e8\u601d\u7ef4\u94fe\uff0c\u5e76\u4e14\u7528\u5f3a\u5316\u5b66\u4e60\u5b8c\u5584\u8fd9\u79cd\u601d\u7ef4\u94fe\u8fc7\u7a0b\uff0c\u5e2e\u52a9\u6a21\u578b\u8bc6\u522b\u548c\u7ea0\u6b63\u9519\u8bef\uff0c\u5c06\u590d\u6742\u4efb\u52a1\u5206\u89e3\u4e3a\u53ef\u7ba1\u7406\u7684\u90e8\u5206\uff0c\u5e76\u5728\u4e00\u79cd\u65b9\u6cd5\u5931\u8d25\u65f6\u63a2\u7d22\u66ff\u4ee3\u7684\u89e3\u51b3\u65b9\u6848\u8def\u5f84\u3002\u8fd9\u4e9b\u4e0a\u4e0b\u6587\u63a8\u7406\u80fd\u529b\u663e\u8457\u63d0\u5347\u4e86 o1 \u5728\u5e7f\u6cdb\u4efb\u52a1\u4e0a\u7684\u6574\u4f53\u8868\u73b0\u3002<\/p>\n

    Kimi \u7814\u7a76\u5458 Flood Sung \u4e5f\u8c08\u5230\u4e86\u63a8\u7406\u6a21\u578b Kimi k1.5 \u7684\u7814\u53d1\u8fc7\u7a0b\u4e5f\u6709\u7c7b\u4f3c\u7684\u53d1\u73b0\uff0c\u4ed6\u6307\u51fa\uff1a\u300c\u957f\u601d\u7ef4\u94fe\u7684\u6709\u6548\u6027\u66fe\u5728 Kimi \u5185\u90e8\u5f97\u5230\u9a8c\u8bc1\uff0c\u4f7f\u7528\u5f88\u5c0f\u7684\u6a21\u578b\uff0c\u8bad\u7ec3\u6a21\u578b\u505a\u51e0\u5341\u4f4d\u7684\u52a0\u51cf\u4e58\u9664\u8fd0\u7b97\uff0c\u5c06\u7ec6\u7c92\u5ea6\u7684\u8fd0\u7b97\u8fc7\u7a0b\u5408\u6210\u51fa\u6765\u53d8\u6210\u5f88\u957f\u7684 CoT \u6570\u636e\u505a SFT\uff0c\u5c31\u53ef\u4ee5\u83b7\u5f97\u975e\u5e38\u597d\u7684\u6548\u679c\u3002\u300d\u4ed6\u8bf4\uff0c\u300c\u4f9d\u7136\u8bb0\u5f97\u5f53\u65f6\u770b\u5230\u90a3\u4e2a\u6548\u679c\u7684\u9707\u64bc\u3002\u300d<\/p>\n

    \u9664\u6b64\u4e4b\u5916\uff0co1 \u8fd8\u53ef\u8c03\u7528\u5916\u90e8\u5de5\u5177\u9a8c\u8bc1\u4ee3\u7801\u3002<\/p>\n

    \u4e0d\u540c\u6a21\u578b\u5728 CodeForces \u57fa\u51c6\u4e0a\u7684\u8868\u73b0\u3002<\/p>\n

    OpenAI \u5c06 o1 \u4e0e\u975e\u63a8\u7406\u578b\u5927\u8bed\u8a00\u6a21\u578b\uff08gpt-4o\uff09\u4ee5\u53ca\u65e9\u671f\u7684\u63a8\u7406\u6a21\u578b\uff08o1-preview\uff09\u8fdb\u884c\u4e86\u5bf9\u6bd4\u3002<\/p>\n

    \u56fe 1 \u5c55\u793a\u4e86 o1-preview \u548c o1 \u90fd\u663e\u8457\u4f18\u4e8e gpt-4o\uff0c\u8fd9\u51f8\u663e\u4e86\u5f3a\u5316\u5b66\u4e60\u5728\u590d\u6742\u63a8\u7406\u4efb\u52a1\u4e2d\u7684\u6709\u6548\u6027\u3002<\/strong><\/p>\n

    o1-preview \u6a21\u578b\u5728 CodeForces \u4e0a\u7684\u8bc4\u5206\u8fbe\u5230\u4e86 1258 \u5206\uff0c\u76f8\u6bd4 gpt-4o \u7684 808 \u5206\u6709\u4e86\u663e\u8457\u63d0\u5347\u3002\u8fdb\u4e00\u6b65\u7684\u8bad\u7ec3\u5c06 o1 \u7684\u8bc4\u5206\u63d0\u5347\u81f3 1673\uff0c\u4e3a AI \u5728\u7ade\u4e89\u6027\u7f16\u7a0b\u4e2d\u7684\u8868\u73b0\u6811\u7acb\u4e86\u65b0\u7684\u91cc\u7a0b\u7891\u3002<\/p>\n

    \"image.png\"<\/p>\n

    \u00a0OpenAI o1-ioi\uff1a\u589e\u52a0\u5f3a\u5316\u5b66\u4e60\u548c\u6d4b\u8bd5\u65f6\u63a8\u7406\u5c31\u80fd\u5e26\u6765\u5927\u5e45\u63d0\u5347<\/h4>\n

    OpenAI \u5728\u5f00\u53d1\u548c\u8bc4\u4f30 OpenAI o1 \u7684\u8fc7\u7a0b\u4e2d\uff0c\u4ed6\u4eec\u53d1\u73b0\u589e\u52a0 RL \u8ba1\u7b97\u91cf\u548c\u6d4b\u8bd5\u65f6\u63a8\u7406\u8ba1\u7b97\u91cf\u90fd\u80fd\u6301\u7eed\u63d0\u5347\u6a21\u578b\u6027\u80fd\u3002<\/strong><\/p>\n

    \u5982\u56fe 2 \u6240\u793a\uff0c\u6269\u5c55 RL \u8bad\u7ec3\u548c\u5ef6\u957f\u6d4b\u8bd5\u65f6\u63a8\u7406\u53ef\u4ee5\u663e\u8457\u63d0\u5347\u6a21\u578b\u6027\u80fd\u3002\u57fa\u4e8e\u8fd9\u4e9b\u6d1e\u89c1\uff0cOpenAI \u521b\u5efa\u4e86 o1-ioi \u7cfb\u7edf\u3002<\/p>\n

    \"image.png\"<\/p>\n

    \u4ed6\u4eec\u4ece\u4ee5\u4e0b\u65b9\u9762\u6765\u5b9e\u73b0\u3002<\/p>\n

    \u7b2c\u4e00\u6b65\u662f\u6269\u5c55 OpenAI o1 \u7684\u5f3a\u5316\u5b66\u4e60\u9636\u6bb5\uff0c\u91cd\u70b9\u5173\u6ce8\u7f16\u7801\u4efb\u52a1\u3002\u5177\u4f53\u5982\u4e0b\uff1a<\/p>\n

      \n
    • \u4ece OpenAI o1 \u68c0\u67e5\u70b9\u5f00\u59cb\u7ee7\u7eed\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\uff1b<\/li>\n
    • \u7279\u522b\u5f3a\u8c03\u4e86\u5177\u6709\u6311\u6218\u6027\u7684\u7f16\u7a0b\u95ee\u9898\uff0c\u5e2e\u52a9\u6a21\u578b\u6539\u8fdb C++ \u751f\u6210\u548c\u8fd0\u884c\u65f6\u68c0\u67e5\u3002<\/li>\n
    • \u6307\u5bfc\u6a21\u578b\u4ee5 IOI \u63d0\u4ea4\u683c\u5f0f\u751f\u6210\u8f93\u51fa\u3002<\/li>\n<\/ul>\n

      \u5728\u9ad8\u5c42\u6b21\u4e0a\uff0cOpenAI \u5c06\u6bcf\u4e2a IOI \u95ee\u9898\u5206\u89e3\u4e3a\u5b50\u4efb\u52a1\uff0c\u5e76\u4e3a\u6bcf\u4e2a\u5b50\u4efb\u52a1\u4ece o1-ioi \u4e2d\u91c7\u6837\u4e86 10,000 \u4e2a\u89e3\u51b3\u65b9\u6848\uff0c\u7136\u540e\u91c7\u7528\u57fa\u4e8e\u805a\u7c7b\u548c\u91cd\u65b0\u6392\u540d\u7684\u65b9\u6cd5\u6765\u51b3\u5b9a\u4ece\u8fd9\u4e9b\u89e3\u51b3\u65b9\u6848\u4e2d\u63d0\u4ea4\u54ea\u4e9b\u3002<\/p>\n

      \u56fe 3 \u663e\u793a\uff0co1-ioi \u7684 CodeForces \u8bc4\u5206\u8fbe\u5230 1807\uff0c\u8d85\u8fc7 93% \u7684\u7ade\u4e89\u5bf9\u624b \u2014\u2014\u00a0\u8fd9\u8bc1\u660e\u4e86\u5728\u7f16\u7801\u4efb\u52a1\u4e0a\u8fdb\u884c\u989d\u5916\u7684 RL \u8bad\u7ec3\u53ef\u4ee5\u5e26\u6765\u660e\u663e\u7684\u6539\u8fdb\u3002<\/strong><\/p>\n

      \u8fd9\u4e9b\u7ed3\u679c\u8bc1\u5b9e\uff0c\u7279\u5b9a\u9886\u57df\u7684 RL \u5fae\u8c03\u4e0e\u9ad8\u7ea7\u9009\u62e9\u542f\u53d1\u5f0f\u76f8\u7ed3\u5408\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u7f16\u7a0b\u7ed3\u679c\u3002<\/p>\n

      \"image.png\"<\/p>\n

      \u56fe 4 \u4e3a IOI \u6bd4\u8d5b\u7ed3\u679c\u3002\u5728\u6bd4\u8d5b\u671f\u95f4\uff0c\u7cfb\u7edf\u4e3a\u6bcf\u9053\u95ee\u9898\u751f\u6210\u4e86 10,000 \u4e2a\u5019\u9009\u89e3\u51b3\u65b9\u6848\uff0c\u5e76\u4f7f\u7528\u6d4b\u8bd5\u65f6\u9009\u62e9\u7b56\u7565\u4ece\u4e2d\u7b5b\u9009\u51fa 50 \u6b21\u63d0\u4ea4\u3002\u6700\u7ec8\uff0c\u6a21\u578b\u83b7\u5f97\u4e86 213 \u5206\uff0c\u6392\u540d\u4f4d\u4e8e\u524d 49 % \u3002<\/p>\n

      \"image.png\"<\/p>\n

      OpenAI o3\uff1a\u65e0\u9700\u4eba\u7c7b\u7684\u5f3a\u5316\u5b66\u4e60\u6548\u679c\u5353\u8d8a<\/h4>\n

      \u57fa\u4e8e\u4ece o1 \u548c o1-ioi \u83b7\u5f97\u7684\u6d1e\u89c1\uff0cOpenAI \u53c8\u63a2\u7d22\u4e86\u4ec5\u4f9d\u8d56\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u7ed3\u679c\u5982\u4f55\uff0c\u800c\u4e0d\u4f9d\u8d56\u4e8e\u4eba\u4e3a\u8bbe\u8ba1\u7684\u6d4b\u8bd5\u65f6\u7b56\u7565\u3002<\/p>\n

      \u751a\u81f3 OpenAI \u8bd5\u56fe\u63a2\u7d22\u8fdb\u4e00\u6b65\u7684 RL \u8bad\u7ec3\uff0c\u6a21\u578b\u662f\u5426\u80fd\u591f\u81ea\u4e3b\u5f00\u53d1\u548c\u6267\u884c\u81ea\u5df1\u7684\u6d4b\u8bd5\u65f6\u63a8\u7406\u7b56\u7565\u3002<\/p>\n

      \u4e3a\u6b64\uff0cOpenAI \u4f7f\u7528\u4e86 o3 \u7684\u65e9\u671f\u68c0\u67e5\u70b9\uff0c\u4ee5\u8bc4\u4f30\u5176\u5728\u7ade\u6280\u7f16\u7a0b\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u3002<\/p>\n

      \u5982\u56fe 5 \u6240\u793a\uff0c\u8fdb\u4e00\u6b65\u7684\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u8bad\u7ec3\u663e\u8457\u63d0\u5347\u4e86 o1 \u548c\u5b8c\u6574 o1-ioi \u7cfb\u7edf\u7684\u8868\u73b0\u3002<\/strong>o3 \u80fd\u591f\u4ee5\u66f4\u9ad8\u7684\u53ef\u9760\u6027\u89e3\u51b3\u66f4\u5e7f\u6cdb\u7684\u590d\u6742\u7b97\u6cd5\u95ee\u9898\uff0c\u4f7f\u5176\u80fd\u529b\u66f4\u63a5\u8fd1 CodeForces \u4e0a\u7684\u9876\u7ea7\u4eba\u7c7b\u7a0b\u5e8f\u5458\u3002<\/p>\n

      \"image.png\"<\/p>\n

      \u56fe 7 \u4e3a\u6a21\u578b\u5728 IOI 2024 \u4e0a\u7684\u6700\u7ec8\u5f97\u5206\u30022024 \u5e74\u6bd4\u8d5b\u7684\u603b\u5206\u4e0a\u9650\u4e3a 600 \u5206\uff0c\u91d1\u724c\u7684\u5206\u6570\u7ebf\u7ea6\u4e3a 360 \u5206\u3002<\/p>\n

      \u4ee5\u4e0b\u662f\u5173\u952e\u7ed3\u679c\uff1a<\/p>\n

      o1-ioi \u5728 50 \u6b21\u63d0\u4ea4\u7684\u9650\u5236\u4e0b\u83b7\u5f97\u4e86 213 \u5206\uff0c\u800c\u5728 10,000 \u6b21\u63d0\u4ea4\u7684\u9650\u5236\u4e0b\u63d0\u5347\u81f3 362.14 \u5206\uff0c\u7565\u9ad8\u4e8e\u91d1\u724c\u5206\u6570\u7ebf\u3002<\/p>\n

      o3 \u5728 50 \u6b21\u63d0\u4ea4\u7684\u9650\u5236\u4e0b\u83b7\u5f97\u4e86 395.64 \u5206\uff0c\u8d85\u8fc7\u4e86\u91d1\u724c\u5206\u6570\u7ebf\u3002<\/p>\n

      \u8fd9\u4e9b\u7ed3\u679c\u8868\u660e\uff0co3 \u5728\u4e0d\u4f9d\u8d56\u9488\u5bf9 IOI \u624b\u5de5\u8bbe\u8ba1\u7684\u6d4b\u8bd5\u65f6\u7b56\u7565\u7684\u60c5\u51b5\u4e0b\uff0c\u8868\u73b0\u4f18\u4e8e o1-ioi\u3002\u76f8\u53cd\uff0co3 \u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u81ea\u7136\u6d8c\u73b0\u7684\u590d\u6742\u6d4b\u8bd5\u65f6\u6280\u672f\uff08\u4f8b\u5982\u751f\u6210\u66b4\u529b\u89e3\u6cd5\u4ee5\u9a8c\u8bc1\u8f93\u51fa\uff09\u8db3\u4ee5\u66ff\u4ee3 o1-ioi \u6240\u9700\u7684\u624b\u5de5\u8bbe\u8ba1\u7684\u805a\u7c7b\u548c\u9009\u62e9\u6d41\u7a0b\u3002<\/p>\n

      \u603b\u4f53\u800c\u8a00\uff0c\u5728 IOI 2024 \u4e0a\u7684\u7ed3\u679c\u8bc1\u5b9e\uff0c\u4ec5\u901a\u8fc7\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u5373\u53ef\u5b9e\u73b0\u6700\u5148\u8fdb\u7684\u7f16\u7a0b\u548c\u63a8\u7406\u6027\u80fd<\/strong>\u3002\u901a\u8fc7\u72ec\u7acb\u5b66\u4e60\u751f\u6210\u3001\u8bc4\u4f30\u548c\u4f18\u5316\u89e3\u51b3\u65b9\u6848\uff0co3 \u8d85\u8d8a\u4e86 o1-ioi\uff0c\u800c\u65e0\u9700\u4f9d\u8d56\u9886\u57df\u7279\u5b9a\u7684\u542f\u53d1\u5f0f\u65b9\u6cd5\u6216\u57fa\u4e8e\u805a\u7c7b\u7684\u65b9\u6cd5\u3002<\/p>\n

      \"image.png\"<\/p>\n

      \u53e6\u5916\uff0c\u5728 CodeForces \u4e0a\uff0c\u5982\u524d\u56fe 5 \u6240\u793a\uff0co3 \u7684\u6210\u7ee9\u8fbe\u5230\u4e86 2724 \u5206\uff0c\u5df2\u7ecf\u8fdb\u5165\u4e86\u5168\u7403\u524d 200 \u540d\u3002<\/p>\n

      \"image.png\"<\/p>\n

      \u8be5\u8bba\u6587\u7684\u4f5c\u8005\u4e4b\u4e00 Ahmed El-Kishky \u5728 \ud835\udd4f \u4e0a\u5206\u4eab\u4e86\u4e00\u4e2a\u6709\u8da3\u7684\u53d1\u73b0\u3002\u4ed6\u8868\u793a\uff0c\u4ed6\u4eec\u5728\u68c0\u67e5\u601d\u7ef4\u94fe\u65f6\u53d1\u73b0\u8be5\u6a21\u578b\u72ec\u7acb\u53d1\u5c55\u51fa\u4e86\u81ea\u5df1\u7684\u6d4b\u8bd5\u65f6\u7b56\u7565\uff1a\u8be5\u6a21\u578b\u9996\u5148\u4f1a\u7f16\u5199\u4e00\u4e2a\u7b80\u5355\u7684\u66b4\u529b\u89e3\u51b3\u65b9\u6848\uff0c\u7136\u540e\u518d\u4f7f\u7528\u5b83\u6765\u9a8c\u8bc1\u4e00\u79cd\u66f4\u52a0\u590d\u6742\u4f18\u5316\u7248\u65b9\u6cd5\u3002<\/p>\n

      \"image.png\"<\/p>\n

      \u8f6f\u4ef6\u5de5\u7a0b\u8bc4\u4f30<\/h4>\n

      OpenAI \u8fd8\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u8f6f\u4ef6\u5de5\u7a0b\u8bc4\u4f30\u3002\u4ed6\u4eec\u5728\u4e24\u4e2a\u6570\u636e\u96c6\u4e0a\u6d4b\u8bd5\u4e86\u6a21\u578b\uff1aHackerRank Astra \u6570\u636e\u96c6\u548c SWE-bench verified\u3002<\/p>\n

      \u56fe 8 \u8868\u660e\u4e86\u6a21\u578b\u8fdb\u884c\u601d\u7ef4\u94fe\u63a8\u7406\u7684\u5f71\u54cd\uff1a\u4e0e GPT-4o \u76f8\u6bd4\uff0co1-preview \u6a21\u578b\u5728 pass@1 \u4e0a\u63d0\u5347\u4e86 9.98%\uff0c\u5728\u5e73\u5747\u5f97\u5206\u4e0a\u63d0\u9ad8\u4e86 6.03 \u5206\u3002<\/p>\n

      \u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u8fdb\u4e00\u6b65\u5fae\u8c03\u540e\uff0co1 \u7684\u8868\u73b0\u5f97\u5230\u4e86\u63d0\u5347\uff0c<\/strong>\u5176 pass@1 \u8fbe\u5230\u4e86 63.92%\uff0c\u5e73\u5747\u5f97\u5206\u4e3a 75.80%\u2014\u2014 \u76f8\u6bd4 o1-preview\uff0cpass@1 \u63d0\u9ad8\u4e86 3.03%\u3002<\/p>\n

      \"image.png\"<\/p>\n

      \u56fe 9 \u6240\u793a\uff0co1 \u9884\u89c8\u7248\u5728 SWE-bench \u4e0a\u76f8\u6bd4 gpt-4o \u63d0\u5347\u4e86 8.1%\uff0c\u7a81\u663e\u4e86\u6a21\u578b\u63a8\u7406\u80fd\u529b\u7684\u663e\u8457\u8fdb\u6b65\u3002<\/p>\n

      \u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u5e94\u7528\u989d\u5916\u7684\u5f3a\u5316\u5b66\u4e60\u8ba1\u7b97\uff0co1 \u8fdb\u4e00\u6b65\u5b9e\u73b0\u4e86 8.6% \u7684\u6027\u80fd\u63d0\u5347\u3002<\/strong><\/p>\n

      \u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0co3 \u4f7f\u7528\u4e86\u6bd4 o1 \u663e\u8457\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u8fdb\u884c\u8bad\u7ec3\uff0c\u6bd4 o1 \u5b9e\u73b0\u4e86 22.8% \u7684\u663e\u8457\u6539\u8fdb\u3002<\/p>\n

      \"image.png\"<\/p>\n

      \u901a\u7528\u5f3a\u5316\u5b66\u4e60\u662f\u5b9e\u73b0 AGI \u7684\u6700\u6e05\u6670\u8def\u5f84\uff1f<\/h4>\n

      \u57fa\u4e8e\u6b64\u8bba\u6587\uff0cMatthew Berman \u901a\u8fc7\u4e00\u7cfb\u5217\u63a8\u6587\u4f50\u8bc1\u4e86\u4e00\u4e2a\u8bba\u70b9\uff1a\u901a\u7528\u5f3a\u5316\u5b66\u4e60\u662f\u5b9e\u73b0 AGI \u7684\u6700\u6e05\u6670\u8def\u5f84\u3002\u4e0b\u9762\u6211\u4eec\u6765\u770b\u770b\u4ed6\u7684\u8bba\u636e\u3002<\/p>\n

      \u9996\u5148\uff0c\u5728\u8fd9\u7bc7\u8bba\u6587\u4e2d\uff0cOpenAI \u7684\u7814\u7a76\u8868\u660e\u300c\u5f3a\u5316\u5b66\u4e60 + \u6d4b\u8bd5\u65f6\u8ba1\u7b97\u300d\u662f\u6784\u5efa\u8d85\u667a\u80fd AI \u7684\u5173\u952e\u3002OpenAI CEO Sam Altman \u4e5f\u8bf4 OpenAI \u7684\u6a21\u578b\u5df2\u7ecf\u5728\u7ade\u4e89\u6027\u7f16\u7a0b\u4efb\u52a1\u4e0a\u4ece 175 \u540d\u4e0a\u5347\u5230\u4e86 50 \u540d\uff0c\u5e76\u6709\u671b\u5728\u4eca\u5e74\u5e95\u8fbe\u5230\u7b2c 1 \u540d\u3002<\/p>\n

      <\/p>\n

       <\/p>\n

      \u540c\u65f6\uff0c\u4e0a\u8ff0\u8bba\u6587\u4e2d\u4e5f\u6307\u51fa\uff0c\u4e00\u5f00\u59cb\u6a21\u578b\u4f9d\u8d56\u4e8e\u4eba\u7c7b\u8bbe\u8ba1\u7684\u63a8\u7406\u7b56\u7565\uff0c\u4f46\u8fdb\u6b65\u6700\u5927\u65f6\u5019\u5e76\u4e0d\u662f\u5728\u8fd9\u4e2a\u9636\u6bb5\u51fa\u73b0\u7684\uff0c\u800c\u662f\u5728\u5c06\u4eba\u7c7b\u5b8c\u5168\u79fb\u51fa\u6d41\u7a0b\u4e4b\u540e\u3002<\/p>\n

      \"image.png\"<\/p>\n

      Berman \u4e5f\u5f15\u51fa\u4e86 DeepSeek-R1 \u7684\u5de8\u5927\u6210\u5c31\u3002<\/p>\n

      \"image.png\"<\/p>\n

      \u4ed6\u6307\u51fa\uff0cDeepSeek-R1 \u7684\u7a81\u7834\u6765\u81ea\u4e8e\u300c\u53ef\u9a8c\u8bc1\u5956\u52b1\u7684\u5f3a\u5316\u5b66\u4e60\u300d\uff0c\u800c\u8fd9\u5176\u5b9e\u4e5f\u662f AlphaGo \u4f7f\u7528\u7684\u65b9\u6cd5 \u2014\u2014 \u8ba9\u6a21\u578b\u5728\u8bd5\u9519\u4e2d\u5b66\u4e60\uff0c\u7136\u540e\u65e0\u9650\u5730\u6269\u5c55\u667a\u80fd\u3002<\/p>\n

      AlphaGo \u5728\u6ca1\u6709\u4eba\u7c7b\u5f15\u5bfc\u7684\u60c5\u51b5\u4e0b\u6210\u4e3a\u4e86\u4e16\u754c\u6700\u5f3a\u56f4\u68cb\u68cb\u624b\u3002\u5b83\u7684\u65b9\u6cd5\u5c31\u662f\u4e0d\u65ad\u4e0e\u81ea\u5df1\u535a\u5f08\uff0c\u76f4\u5230\u5176\u638c\u63e1\u8fd9\u4e2a\u6e38\u620f\u3002<\/p>\n

      \"image.png\"<\/p>\n

      Kimi \u7814\u7a76\u5458 Flood Sung \u4e5f\u8c08\u5230\u4e86\u8fd9\u4e00\u70b9\uff0c\u4ed6\u6307\u51fa\uff1a\u300c\u4e0d\u7ba1\u6a21\u578b\u4e2d\u95f4\u505a\u9519\u4e86\u4ec0\u4e48\uff0c\u53ea\u8981\u4e0d\u662f\u91cd\u590d\u7684\uff0c\u6700\u540e\u6a21\u578b\u505a\u5bf9\u4e86\u5c31\u8ba4\u4e3a\u8fd9\u662f\u4e00\u4e2a\u597d\u7684\u63a2\u7d22\uff0c\u503c\u5f97\u9f13\u52b1\u3002\u53cd\u4e4b\uff0c\u8981\u60e9\u7f5a\u3002\u968f\u540e\u5728\u5b9e\u9645\u8bad\u7ec3\u4e2d\uff0c\u53d1\u73b0\u6a21\u578b\u4f1a\u968f\u7740\u8bad\u7ec3\u63d0\u5347\u8868\u73b0\u5e76\u4e0d\u65ad\u589e\u52a0 token \u6570\uff0c\u8bc1\u660e\u5f3a\u5316\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6a21\u578b\u53ef\u4ee5\u81ea\u5df1\u6d8c\u73b0\uff0c\u8fd9\u4e0e DeepSeek \u7684\u53d1\u73b0\u975e\u5e38\u76f8\u4f3c\uff0c\u4e5f\u4e3a k1.5 \u89c6\u89c9\u601d\u8003\u6a21\u578b\u7684\u4e0a\u7ebf\u5960\u5b9a\u4e86\u57fa\u7840\u3002\u300d<\/p>\n

      \u800c\u73b0\u5728\uff0c\u7c7b\u4f3c\u7684\u7b56\u7565\u4e5f\u88ab OpenAI \u7528\u5728\u4e86\u7f16\u7a0b\u9886\u57df\uff0c\u5e76\u4e14\u672a\u6765\u4e5f\u53ef\u80fd\u88ab\u7528\u5728\u66f4\u591a\u9886\u57df\u3002<\/p>\n

      \u8fd9\u610f\u5473\u7740\u4ec0\u4e48\u5462\uff1fBerman \u8ba4\u4e3a\uff0c\u8fd9\u610f\u5473\u7740\u6bcf\u4e2a\u5177\u6709\u53ef\u9a8c\u8bc1\u5956\u52b1\u7684\u9886\u57df\uff08\u5305\u62ec\u6570\u5b66\u3001\u7f16\u7a0b\u3001\u79d1\u5b66\uff09\u90fd\u53ef\u88ab AI \u901a\u8fc7\u81ea\u6211\u535a\u5f08\u65b9\u6cd5\u638c\u63e1\u3002<\/p>\n

      Flood Sung \u4e5f\u8868\u8fbe\u4e86\u7c7b\u4f3c\u7684\u671f\u5f85\uff1a\u300co3 \u5728\u524d\u9762\uff0c\u8fd8\u6709\u5f88\u591a\u8def\u8981\u8d70\u3002\u7ed9 AI \u4e00\u4e2a\u53ef\u8861\u91cf\u7684\u76ee\u6807\uff0c\u7136\u540e\u8ba9\u5176\u81ea\u5df1\u53bb\u63a2\u7d22\u3002\u6bd4\u5982\u8ba9 AI \u5199\u51fa 10 \u4e07 + \u7684\u516c\u4f17\u53f7\u6587\u7ae0\uff0c\u6bd4\u5982\u8ba9 AI \u53d1\u5e03\u4e00\u4e2a\u590d\u5236 tiktok \u7684 app\uff0c\u8ba9\u6211\u4eec\u4e00\u8d77\u671f\u5f85\u4e00\u4e0b\u63a5\u4e0b\u6765\u7684\u8fdb\u5c55\uff01\u300d<\/p>\n

      \u5c4a\u65f6\uff0cAI \u5c06\u4e0d\u518d\u53d7\u5230\u4eba\u7c7b\u6c34\u5e73\u7684\u9650\u5236\u3002\u8fd9\u6216\u8bb8\u4e5f\u5c31\u662f AGI \u8bde\u751f\u4e4b\u65f6\u3002<\/p>\n

      \u5b9e\u9645\u4e0a\uff0c\u7279\u65af\u62c9\u5df2\u7ecf\u5728\u5168\u81ea\u52a8\u9a7e\u9a76\u4efb\u52a1\u4e0a\u9a8c\u8bc1\u8fd9\u4e00\u70b9\u4e86\u3002\u8fc7\u53bb\uff0c\u4ed6\u4eec\u7684\u65b9\u6cd5\u662f\u4f9d\u9760\u4e00\u4e2a\u300c\u4eba\u7c7b\u89c4\u5219 + AI\u300d\u7684\u6df7\u5408\u6a21\u578b\uff1b\u4f46\u4ed6\u4eec\u6362\u6210\u7aef\u5230\u7aef\u7684 AI \u65b9\u6cd5\u4e4b\u540e\uff0c\u6027\u80fd\u5b9e\u73b0\u4e86\u5927\u5e45\u63d0\u5347\u3002Berman \u8868\u793a\uff1a\u300cAI \u53ea\u9700\u8981\u66f4\u591a\u8ba1\u7b97 \u2014\u2014 \u800c\u4e0d\u662f\u66f4\u591a\u4eba\u7c7b\u5e72\u9884\u3002\u300d<\/p>\n

      <\/p>\n

      \u6b63\u5982 Sam Altman \u4e4b\u524d\u8bf4\u8fc7\u7684\u90a3\u6837\uff0cAGI \u5c31\u662f\u4e2a\u89c4\u6a21\u6269\u5c55\u95ee\u9898\u3002<\/p>\n

      \u5b9e\u9645\u4e0a\uff0c\u5df2\u7ecf\u6709\u4e0d\u5c11\u7814\u7a76\u8005\u5c06\u5f3a\u5316\u5b66\u4e60\u7528\u5728\u7f16\u7a0b\u548c\u6570\u5b66\u7b49\u9886\u57df\u4e4b\u5916\u4e86\u3002<\/p>\n

      \"image.png\"<\/p>\n

      \u5f53\u7136\uff0c\u5e76\u4e0d\u662f\u6240\u6709\u4eba\u90fd\u8ba4\u53ef Berman \u4e0e Altman \u7684\u770b\u6cd5\uff0c\u6bd4\u5982\u6709\u4eba\u6307\u51fa\u4e86\u7ade\u4e89\u6027\u7f16\u7a0b\u4e0e\u5b9e\u9645\u7f16\u7a0b\u7684\u533a\u522b \u2014\u2014 \u5b9e\u9645\u7f16\u7a0b\u5f80\u5f80\u6d89\u53ca\u5230\u66f4\u591a\u95ee\u9898\uff0c\u5305\u62ec\u53ef\u6269\u5c55\u6027\u3001\u5b89\u5168\u6027\u3001\u5f39\u6027\u548c\u6295\u8d44\u56de\u62a5\u7b49\u3002<\/p>\n

      \"image.png\"<\/p>\n

      \u4e5f\u6709\u4eba\u76f4\u8a00\u53cd\u9a73\uff1a<\/p>\n

      \"image.png\"<\/p>\n

      \u4f60\u5df2\u7ecf\u770b\u8fc7\u8fd9\u7bc7\u8bba\u6587\u4e86\u5417\uff1f\u5bf9\u4e8e\u300c\u53ef\u9a8c\u8bc1\u5956\u52b1\u7684\u5f3a\u5316\u5b66\u4e60\u300d\u7684\u672a\u6765\u6f5c\u529b\uff0c\u4f60\u6709\u4ec0\u4e48\u770b\u6cd5\uff1f\u4f60\u8ba4\u4e3a\u8fd9\u80fd\u5426\u5b9e\u73b0 AGI\uff1f<\/p>\n

      \u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n

      <\/div>\n

      <\/g><\/svg><\/i> \"Loading\"<\/p>\n

      <\/div>\n","protected":false},"excerpt":{"rendered":"

      OpenAI \u5728\u8bba\u6587\u5f00\u7bc7\u5c31\u7528\u4e00\u53e5\u8bdd\u8fdb\u884c\u4e86\u603b\u7ed3\uff1a\u300c\u5c06\u5f3a\u5316\u5b66\u4e60\u5e94\u7528\u4e8e\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u53ef\u663e\u8457\u63d0\u9ad8\u5728\u590d\u6742\u7f16\u7a0b\u548c\u63a8 […]<\/p>\n

      <\/div>\n

      <\/g><\/svg><\/i> \"Loading\"<\/p>\n

      <\/div>\n","protected":false},"author":56,"featured_media":24674,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[23,20,80],"tags":[124,1407,820],"class_list":["post-24672","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-23","category-20","category-80","tag-ai","tag-1407","tag-820"],"_links":{"self":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/24672","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/users\/56"}],"replies":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/comments?post=24672"}],"version-history":[{"count":1,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/24672\/revisions"}],"predecessor-version":[{"id":24696,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/24672\/revisions\/24696"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media\/24674"}],"wp:attachment":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media?parent=24672"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/categories?post=24672"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/tags?post=24672"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}