{"id":1469,"date":"2025-07-11T21:09:00","date_gmt":"2025-07-11T13:09:00","guid":{"rendered":"http:\/\/www.applicationsofllm.com\/?p=1469"},"modified":"2025-09-17T21:11:51","modified_gmt":"2025-09-17T13:11:51","slug":"%e3%80%90agi-eval%e8%af%84%e6%b5%8b%e6%8a%a5%e5%91%8a-no-5%e3%80%91%e4%b8%bb%e8%a7%82%e8%af%84%e6%b5%8b-r1-vs-o1-vs-o3-mini%ef%bc%8c%e5%85%a8%e8%a7%86%e8%a7%92%e6%8a%a5%e5%91%8a%e8%be%93%e5%87%ba","status":"publish","type":"post","link":"http:\/\/www.applicationsofllm.com\/index.php\/2025\/07\/11\/%e3%80%90agi-eval%e8%af%84%e6%b5%8b%e6%8a%a5%e5%91%8a-no-5%e3%80%91%e4%b8%bb%e8%a7%82%e8%af%84%e6%b5%8b-r1-vs-o1-vs-o3-mini%ef%bc%8c%e5%85%a8%e8%a7%86%e8%a7%92%e6%8a%a5%e5%91%8a%e8%be%93%e5%87%ba\/","title":{"rendered":"\u3010AGI-Eval\u8bc4\u6d4b\u62a5\u544a NO.5\u3011\u4e3b\u89c2\u8bc4\u6d4b R1 vs o1 vs o3-mini\uff0c\u5168\u89c6\u89d2\u62a5\u544a\u8f93\u51fa"},"content":{"rendered":"\n<p>DeepSeek-R1 \u643a\u4e2d\u56fd\u667a\u9020\u9ed1\u79d1\u6280\u60ca\u8273\u4eae\u76f8\uff0cOpenAI \u516c\u53f8 o1 \u4e0e o3-Mini \u6380\u8d77\u7b97\u6cd5\u98ce\u66b4\u2026\u2026\u6700\u8fd1\u6211\u4eec\u5728\u9a6c\u4e0d\u505c\u8e44\u5730\u8fdb\u884c\u8bc4\u6d4b\u5206\u6790\uff0c\u8017\u65f6100\u5c0f\u65f6\u5b9e\u6d4b\u8f93\u51fa\u8fd9\u4efd\u786c\u6838\u6d4b\u8bc4\u62a5\u544a\u3002\u4e0b\u6ed1\u9605\u8bfb\u8fd9\u4efd\u5173\u4e8e DeepSeek &#8211; R1\u3001OpenAI o1 \u4e0e OpenAI o3 &#8211; mini \u7684\u5168\u89c6\u89d2\u8bc4\u6d4b\u62a5\u544a\uff0c\u6d89\u53ca\u63a8\u7406\u548c\u6587\u672c\u4e24\u4e2a\u89c6\u89d2\u3002<\/p>\n\n\n\n<p>\u76ee\u5f55\uff1a<\/p>\n\n\n\n<p>1. \u8bc4\u6d4b\u6838\u5fc3\u7ed3\u8bba<\/p>\n\n\n\n<p>2. \u63a8\u7406\u65b9\u5411\u8bc4\u6d4b\u5206\u6790<\/p>\n\n\n\n<p>&nbsp; &nbsp;2.1 \u7eaf\u63a8\u7406\u95ee\u9898<\/p>\n\n\n\n<p>&nbsp; &nbsp;2.2 \u77e5\u8bc6\u63a8\u7406\u95ee\u9898<\/p>\n\n\n\n<p>&nbsp; &nbsp;2.3 \u80fd\u529b\u8fb9\u754c\u95ee\u9898<\/p>\n\n\n\n<p>3. \u6587\u672c\u65b9\u5411\u8bc4\u6d4b\u5206\u6790<\/p>\n\n\n\n<p>&nbsp; &nbsp;3.1 R1\u5e7b\u89c9\u95ee\u9898\u4e25\u91cd<\/p>\n\n\n\n<p>&nbsp; &nbsp;3.2 o3-mini\u4e13\u4e1a\u9886\u57df\u77e5\u8bc6\u7f3a\u9677<\/p>\n\n\n\n<p>&nbsp; &nbsp;3.3 \u903b\u8f91\u6027\u3001\u8bed\u53e5\u901a\u987a\u6027\u95ee\u9898<\/p>\n\n\n\n<p>\u4e4b\u524d\u6211\u4eec\u793e\u533a\u9488\u5bf9\u63a8\u7406\u7cfb\u6a21\u578b\u505a\u8fc7\u591a\u9879\u80fd\u529b\u8003\u5bdf\uff0c\u5728\u5b66\u79d1\u548c\u4ee3\u7801\u65b9\u9762\u90fd\u505a\u4e86\u8be6\u7ec6\u5206\u6790\u3002\u4eca\u5929\u6211\u4eec\u4e5f\u5bf9\u73b0\u5728\u5e02\u9762\u4e0a\u80fd\u529b\u6392\u884c\u524d\u5217\u7684 R1\u3001o1 \u53ca o3-mini \u8fd9\u4e09\u6b3e\u63a8\u7406\u7cfb\u6a21\u578b\u505a\u4e3b\u89c2\u8bc4\u6d4b\uff0c\u5168\u89c6\u89d2\u5730\u8f93\u51fa\u8fd9\u51e0\u6b3e\u6a21\u578b\u5728\u63a8\u7406\u53ca\u6587\u672c\u65b9\u9762\u7684\u8bc4\u6d4b\u5206\u6790\u3002<\/p>\n\n\n\n<p><strong>01.\u8bc4\u6d4b\u6838\u5fc3\u7ed3\u8bba<\/strong><\/p>\n\n\n\n<p>\u6574\u4f53\u7ed3\u8bba\uff1a<strong>R1 \u548c o3-mini \u5c5e\u4e8e\u540c\u4e00\u6c34\u5e73\uff0co1 \u8868\u73b0\u66f4\u597d<\/strong>\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u6765\u770b\uff1aR1 \u5e7b\u89c9\u4e25\u91cd\uff0c\u5404\u4e2a\u80fd\u529b\u9879\u90fd\u51fa\u73b0\u8f83\u591a\u771f\u5b9e\u6027\u9519\u8bef\uff1bo3-mini \u5728\u77e5\u8bc6\u50a8\u5907\u3001\u7406\u89e3\u65b9\u9762\u504f\u5f31\uff1bo1 \u5728\u5404\u80fd\u529b\u9879\u90fd\u8868\u73b0\u66f4\u597d\uff0c\u4e3b\u89c2\u8bc4\u6d4b\u6ca1\u6709\u53d1\u73b0\u660e\u663e\u77ed\u677f\u3002<\/p>\n\n\n\n<p><strong>\u63a8\u7406\u65b9\u5411<\/strong><\/p>\n\n\n\n<p>1.&nbsp;<strong>\u4e0d\u6d89\u53ca\u77e5\u8bc6\u7684\u7eaf\u63a8\u7406\u9898\uff0c\u4e09\u4e2a\u6a21\u578b\u8868\u73b0\u90fd\u5f88\u597d<\/strong>\u3002\u4e3b\u89c2\u5c42\u9762\uff0co1\u56de\u7b54\u66f4\u7b80\u6d01\uff0c\u4f53\u611f\u66f4\u597d\u3002<\/p>\n\n\n\n<p>2.&nbsp;<strong>\u89c4\u5212\u3001\u8bbe\u8ba1\u7c7b\u7b49\u6d89\u53ca\u77e5\u8bc6\u7684\u63a8\u7406\u95ee\u9898\uff0cR1 \u548c o3-mini \u51fa\u73b0\u771f\u5b9e\u6027\u9519\u8bef\uff0c o1 \u80dc\u7387\u7565\u9ad8<\/strong>\u3002R1 \u5b58\u5728\u524d\u540e\u77db\u76fe\u7684\u903b\u8f91\u6027\u9519\u8bef\u3001\u8bed\u53e5\u901a\u987a\u6027\u7b49\u95ee\u9898\u3002<\/p>\n\n\n\n<p>3. \u5bf9\u4e8e\u7ed9\u5b9a\u8981\u6c42\uff0c\u6839\u636e\u77e5\u8bc6\u8fdb\u884c\u63a8\u7406\u7684\u95ee\u9898\uff0c<strong>o1\u8868\u73b0\u51fa\u660e\u663e\u7684\u5b66\u4e60\u80fd\u529b\u3002<\/strong>\u5bf9\u6bd4\u4e4b\u4e0b\uff0cR1 \u548c o3-mini \u5b66\u4e60\u80fd\u529b\u8f83\u5f31\uff0c\u6ca1\u6709\u5b66\u4e60\u5230\u65b0\u77e5\u8bc6\uff0c\u66f4\u50cf\u662f\u4f9d\u8d56\u81ea\u5df1\u5df2\u6709\u7684\u77e5\u8bc6\u5e93\u3002<\/p>\n\n\n\n<p>4. \u80fd\u529b\u8fb9\u754c\u95ee\u9898\u4e0a\uff0c<strong>\u4e09\u4e2a\u6a21\u578b\u90fd\u5b58\u5728\u8fc7\u5ea6\u63e3\u6d4b\u9898\u5e72\u7684\u73b0\u8c61<\/strong>\u3002\u5176\u4e2dR1\u6700\u4e3a\u4e25\u91cd\u3002<\/p>\n\n\n\n<p><strong>\u6587\u672c\u65b9\u5411<\/strong><\/p>\n\n\n\n<p>1.&nbsp;<strong>R1 <\/strong><strong>\u5e7b\u89c9\u73b0\u8c61\u4e25\u91cd\uff0c\u51fa\u73b0\u8f83\u591a\u771f\u5b9e\u6027\u9519\u8bef<\/strong>\uff0c\u5728\u77e5\u8bc6\u50a8\u5907\u3001\u6587\u672c\u751f\u6210\u3001\u8bbe\u8ba1\u3001\u89c4\u5212\u7b49\u95ee\u9898\u4e0a\u90fd\u8868\u73b0\u4e0d\u597d\u3002<\/p>\n\n\n\n<p>2.&nbsp;<strong>o3-mini <\/strong><strong>\u5728\u77e5\u8bc6\u50a8\u5907\u3001\u7406\u89e3\u65b9\u9762\u504f\u5f31<\/strong>\u3002<\/p>\n\n\n\n<p><strong>\u80fd\u529b\u9879\u6307\u6807\u603b\u89c8<\/strong><br><br><\/p>\n\n\n\n<p>\u4ee5\u4e0b\u6307\u6807\u4e3a\u5bf9\u6bd4\u6807\u6746\u6a21\u578b\u7684\u80dc\u7387\u6307\u6807\uff0c\u5177\u4f53\u6307\u6807\u53ca\u8bc4\u6d4b\u65b9\u6848\u8bf4\u660e\u53ef\u4ee5\u70b9\u51fb<strong>\u201c\u9605\u8bfb\u539f\u6587\u201d<\/strong>\u5728AGI-Eval\u8bc4\u6d4b\u793e\u533a\u67e5\u770b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"577\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-229-1024x577.png\" alt=\"\" class=\"wp-image-1474\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-229-1024x577.png 1024w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-229-300x169.png 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-229-768x433.png 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-229.png 1108w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><em>\u7d2b\u8272\u5e95\u8272\u4e3a\u6587\u672c\u65b9\u5411\uff1b\u52a0\u7c97\u80fd\u529b\u9879\u4e3a\u6570\u91cf\u8f83\u591a\u3001\u7ed3\u679c\u76f8\u5bf9\u7f6e\u4fe1\u7684\u80fd\u529b\u9879\u3002<\/em><\/p>\n\n\n\n<p>\u5173\u6ce8\u6211\u4eec\uff0c\u53ca\u65f6\u83b7\u53d6\u66f4\u591a\u884c\u4e1a\u5185\u5bb9\u548c\u8d44\u8baf\uff01<\/p>\n\n\n\n<p><strong>02. \u63a8\u7406\u65b9\u5411\u8bc4\u6d4b\u5206\u6790<\/strong><\/p>\n\n\n\n<p>\u4e0b\u9762\u5c06\u9488\u5bf9\u5177\u4f53\u95ee\u9898\u505a\u76f8\u5173\u6307\u6807\u7684\u62c6\u89e3\u5206\u6790\uff0c\u5e76\u9644\u5e26\u4e0a\u6848\u4f8b\u8fdb\u884c\u5c55\u793a\u8bf4\u660e\uff0c\u5148\u6765\u770b\u770b\u63a8\u7406\u65b9\u5411\u5404\u6a21\u578b\u7684\u8868\u73b0\u60c5\u51b5\u3002<\/p>\n\n\n\n<p><strong>2.1 \u7eaf\u63a8\u7406\u95ee\u9898<\/strong><\/p>\n\n\n\n<p>\u4e0d\u6d89\u53ca\u77e5\u8bc6\u7684\u7eaf\u63a8\u7406\u9898\uff0c\u4e09\u4e2a\u63a8\u7406\u6a21\u578b\u8868\u73b0\u90fd\u5f88\u597d\u3002\u4e3b\u89c2\u5c42\u9762\uff0co1\u56de\u7b54\u66f4\u7b80\u6d01\uff0c\u4f53\u611f\u66f4\u597d\u3002<\/p>\n\n\n\n<p><strong>Prompt\uff1a\u73b0\u5728\u8349\u8393\u548c\u73ab\u7470\u5206\u522b\u4ee3\u8868\u4e86\u4e24\u79cd\u8fd0\u7b97\u7b26\u53f7\uff0c2<\/strong><strong>\ud83c\udf533=6\uff0c3<\/strong><strong>\ud83c\udf534=12\uff0c2<\/strong><strong>\ud83c\udf393=5\uff0c3<\/strong><strong>\ud83c\udf394=7\uff0c\u8bf7\u6839\u636e\u4e0a\u5f0f\u4e2d\u7684\u8fd0\u7b97\u89c4\u5219\u8ba1\u7b972<\/strong><strong>\ud83c\udf533<\/strong><strong>\ud83c\udf394\u7684\u7ed3\u679c\u3002<\/strong><\/p>\n\n\n\n<p>\u6a21\u578b\u56de\u7b54\u5982\u4e0b\uff1a<\/p>\n\n\n\n<p><strong>2.2 \u77e5\u8bc6\u63a8\u7406\u95ee\u9898<\/strong><\/p>\n\n\n\n<p><strong>\u6d89\u53ca\u77e5\u8bc6\u7684\u63a8\u7406\u6570\u636e\uff0co1 \u5728\u77e5\u8bc6\u63a8\u7406\u4e0a\u80dc\u7387\u7565\u9ad8<\/strong>\u3002\u539f\u56e0\u662f R1 \u548c o3-mini \u5728\u89c4\u5212\u3001\u8bbe\u8ba1\u8fd9\u7c7b\u767e\u79d1\u63a8\u7406\u95ee\u9898\u4e0a\u51fa\u73b0\u771f\u5b9e\u6027\u9519\u8bef\uff0c\u6b64\u5916\uff0c<strong>R1 \u8fd8\u51fa\u73b0\u524d\u540e\u77db\u76fe\u7684\u903b\u8f91\u6027\u95ee\u9898<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"492\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-225-1024x492.png\" alt=\"\" class=\"wp-image-1470\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-225-1024x492.png 1024w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-225-300x144.png 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-225-768x369.png 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-225.png 1108w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>Prompt\uff1a\u6cd5\u5170\u897f\u7b2c\u4e00\u5e1d\u56fd\u7687\u5e1d\u77e5\u9053\u5317\u6781\u6ca1\u6709\u9646\u5730\u5417\uff1f<\/strong><\/p>\n\n\n\n<p>\u8fd9\u4e2a\u95ee\u9898 o1 \u53ca o3-mini \u90fd\u56de\u7b54\u6b63\u786e\u4e86\uff0c\u4e0b\u5217\u4e3a R1 \u7684\u56de\u7b54\uff0c<strong>\u5b57\u4f53\u989c\u8272\u4e3a\u7d2b\u8272\u7684\u90e8\u5206\u90fd\u5b58\u5728\u771f\u5b9e\u6027\u9519\u8bef<\/strong>\u3002<\/p>\n\n\n\n<p>\u6cd5\u5170\u897f\u7b2c\u4e00\u5e1d\u56fd\u7687\u5e1d\u62ff\u7834\u4ed1\u00b7\u6ce2\u62ff\u5df4\uff081769\u20131821\uff09\u751f\u6d3b\u7684\u65f6\u4ee3\uff0818\u4e16\u7eaa\u672b\u81f319\u4e16\u7eaa\u521d\uff09\uff0c\u4eba\u7c7b\u5bf9\u5317\u6781\u5730\u533a\u7684\u8ba4\u77e5\u4ecd\u5904\u4e8e\u63a2\u7d22\u521d\u671f\u3002\u4ee5\u4e0b\u662f\u5173\u952e\u5206\u6790\uff1a<\/p>\n\n\n\n<p><strong>\u5730\u7406\u77e5\u8bc6\u7684\u5c40\u9650\u6027\uff1a<\/strong>\u5728\u62ff\u7834\u4ed1\u65f6\u671f\uff0c\u5317\u6781\u5730\u533a\u7684\u8be6\u7ec6\u5730\u7406\u4fe1\u606f\u5c1a\u672a\u660e\u786e\u3002\u5c3d\u7ba1\u6b27\u6d32\u63a2\u9669\u5bb6\u5df2\u5f00\u59cb\u63a2\u7d22\u5317\u51b0\u6d0b\u5468\u8fb9\uff08\u5982\u897f\u4f2f\u5229\u4e9a\u548c\u52a0\u62ff\u5927\u5317\u90e8\uff09\uff0c\u4f46\u5bf9\u5317\u6781\u70b9\u9644\u8fd1\u662f\u5426\u5b58\u5728\u9646\u5730\u7684\u79d1\u5b66\u5171\u8bc6\u5c1a\u672a\u5f62\u6210\u3002\u5f53\u65f6\u7684\u5730\u56fe\u5e38\u6807\u6ce8\u63a8\u6d4b\u6027\u9646\u5730\u6216\u5f00\u653e\u6d77\u57df\uff0c\u4f46\u7f3a\u4e4f\u5b9e\u8bc1\u3002<\/p>\n\n\n\n<p><strong>\u79d1\u5b66\u754c\u7684\u89c2\u70b9\uff1a<\/strong>19\u4e16\u7eaa\u521d\uff0c\u90e8\u5206\u79d1\u5b66\u5bb6\u63a8\u6d4b\u5317\u6781\u53ef\u80fd\u88ab\u51b0\u5c42\u8986\u76d6\u7684\u6d77\u6d0b\u73af\u7ed5\uff0c\u800c\u975e\u5927\u9646\u3002\u4f8b\u5982\uff0c\u82f1\u56fd\u63a2\u9669\u5bb6\u5a01\u5ec9\u00b7\u65af\u79d1\u65af\u6bd4\uff08William Scoresby\uff09\u57281810\u5e74\u4ee3\u7684\u7814\u7a76\u6307\u51fa\u5317\u6781\u51b0\u5c42\u4e0b\u53ef\u80fd\u662f\u6d77\u6d0b\uff0c\u4f46\u8fd9\u4e9b\u6210\u679c\u53ef\u80fd\u672a\u5e7f\u6cdb\u4f20\u64ad\u81f3\u6cd5\u56fd\u3002\u62ff\u7834\u4ed1\u672c\u4eba\u867d\u91cd\u89c6\u79d1\u5b66\uff08\u5982\u8fdc\u5f81\u57c3\u53ca\u65f6\u5e26\u9886\u5b66\u8005\uff09\uff0c\u4f46\u65e0\u8bc1\u636e\u8868\u660e\u4ed6\u5173\u6ce8\u5317\u6781\u95ee\u9898\u3002<\/p>\n\n\n\n<p><strong>\u5317\u6781\u63a2\u7d22\u7684\u65f6\u95f4\u7ebf\uff1a<\/strong>\u5317\u6781\u70b9\u7684\u9996\u6b21\u786e\u8ba4\u5230\u8fbe\u662f\u57281909\u5e74\uff08\u7f57\u4f2f\u7279\u00b7\u76ae\u5c14\u91cc\uff09\uff0c\u8fdc\u665a\u4e8e\u62ff\u7834\u4ed1\u65f6\u4ee3\u3002\u62ff\u7834\u4ed1\u53bb\u4e16\uff081821\u5e74\uff09\u540e\u6570\u5341\u5e74\uff0c\u63a2\u9669\u5bb6\u5982\u7ea6\u7ff0\u00b7\u5bcc\u5170\u514b\u6797\uff081845\u5e74\uff09\u548c\u5f17\u91cc\u4e54\u592b\u00b7\u5357\u68ee\uff081890\u5e74\u4ee3\uff09\u624d\u9010\u6b65\u63ed\u793a\u5317\u6781\u5730\u7406\u7ed3\u6784\u3002\u56e0\u6b64\uff0c\u62ff\u7834\u4ed1\u65f6\u671f\u5bf9\u5317\u6781\u7684\u8ba4\u77e5\u4ecd\u4ee5\u63a8\u6d4b\u4e3a\u4e3b\u3002<\/p>\n\n\n\n<p><strong>\u7ed3\u8bba<\/strong>\uff1a\u62ff\u7834\u4ed1\u5f88\u53ef\u80fd\u4e0d\u77e5\u9053\u5317\u6781\u6ca1\u6709\u9646\u5730\u3002\u5f53\u65f6\u7684\u79d1\u5b66\u754c\u5bf9\u5317\u6781\u7684\u8ba4\u77e5\u6709\u9650\uff0c\u4e14\u7f3a\u4e4f\u786e\u51ff\u8bc1\u636e\u652f\u6301\u5317\u6781\u662f\u6d77\u6d0b\u8fd8\u662f\u5927\u9646\u3002\u4ed6\u53ef\u80fd\u63a5\u89e6\u5230\u7684\u4fe1\u606f\u4ecd\u57fa\u4e8e\u4e0d\u5b8c\u6574\u7684\u5730\u56fe\u6216\u5047\u8bbe\uff0c\u800c\u975e\u73b0\u4ee3\u5730\u7406\u77e5\u8bc6\u3002<\/p>\n\n\n\n<p><em>\u25b3\u4e0a\u4e0b\u6ed1\u52a8\u67e5\u770b\u5185\u5bb9<\/em><\/p>\n\n\n\n<p>\u9488\u5bf9\u77e5\u8bc6\u63a8\u7406\uff0c\u5c24\u5176\u662f\u7ed9\u5b9a\u8981\u6c42\u540e\u8fdb\u884c\u63a8\u7406\u7684\u95ee\u9898\uff0co1 \u8868\u73b0\u51fa\u660e\u663e\u7684\u5b66\u4e60\u80fd\u529b\u3002\u5bf9\u6bd4\u4e4b\u4e0b\uff0c<strong>R1 \u548c o3-mini \u6ca1\u6709\u5b66\u4e60\u5230\u65b0\u77e5\u8bc6\uff0c\u66f4\u50cf\u662f\u4f9d\u8d56\u81ea\u5df1\u7684\u77e5\u8bc6\u5e93\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"445\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-228-1024x445.png\" alt=\"\" class=\"wp-image-1473\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-228-1024x445.png 1024w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-228-300x131.png 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-228-768x334.png 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-228.png 1108w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>Prompt\uff1a\u8bf7\u4f60\u6309\u7167\u4e0b\u9762\u4e24\u4e2a\u6210\u8bed\u7684\u683c\u5f0f\u518d\u5199\u4e00\u4e2a\u6210\u8bed\uff1a\u81ea\u8a00\u81ea\u8bed\u3001\u5404\u79cd\u5404\u6837<\/strong><\/p>\n\n\n\n<p>\u6a21\u578b\u56de\u7b54\u5982\u4e0b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"622\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-227-1024x622.png\" alt=\"\" class=\"wp-image-1472\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-227-1024x622.png 1024w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-227-300x182.png 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-227-768x466.png 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-227.png 1108w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>2.3 \u80fd\u529b\u8fb9\u754c\u95ee\u9898<\/strong><\/p>\n\n\n\n<p><strong>\u5728\u80fd\u529b\u8fb9\u754c\u5224\u65ad\u6570\u636e\uff0c\u4e09\u4e2a\u6a21\u578b\u90fd\u5b58\u5728\u8fc7\u5ea6\u63e3\u6d4b\u9898\u5e72\u7684\u73b0\u8c61<\/strong>\u3002\u5bf9\u4e8e\u7f3a\u6761\u4ef6\u7684\u65e0\u89e3\u95ee\u9898\uff0c\u90fd\u4f1a\u5c1d\u8bd5\u63e3\u6d4b\u9898\u76ee\u610f\u56fe\uff0c\u4ece\u800c\u56de\u7b54\u9519\u8bef\u3002\u5176\u4e2d R1 \u6700\u4e3a\u4e25\u91cd\uff0co1\uff0co3-mini \u8868\u73b0\u7a0d\u597d\u4e00\u4e9b\u3002<\/p>\n\n\n\n<p><strong>Prompt\uff1a\u6bd4\u5229160cm\uff0c\u4ed6\u5bb6\u7684\u5b69\u5b50\u8eab\u9ad8\u5dee\u90fd\u662f10cm\uff0c\u90a3\u4e48\u8bf7\u95ee\u674e\u56db\u591a\u9ad8\uff1f<\/strong><\/p>\n\n\n\n<p>\u6a21\u578b\u56de\u7b54\u5982\u4e0b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"492\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-232-1024x492.png\" alt=\"\" class=\"wp-image-1477\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-232-1024x492.png 1024w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-232-300x144.png 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-232-768x369.png 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-232.png 1108w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>03.\u6587\u672c\u65b9\u5411\u8bc4\u6d4b\u5206\u6790<\/strong><\/p>\n\n\n\n<p><strong>3.1 R1\u5e7b\u89c9\u95ee\u9898\u4e25\u91cd<\/strong><\/p>\n\n\n\n<p>\u8bc4\u6d4b\u65f6\u53d1\u73b0 R1 \u5e7b\u89c9\u73b0\u8c61\u4e25\u91cd\uff0c\u51fa\u73b0\u8f83\u591a\u771f\u5b9e\u6027\u9519\u8bef\uff0c\u4f4e\u4e8e o1 \u53ca o3-mini\u3002<\/p>\n\n\n\n<p>\u5728\u4e0b\u9762\u95ee\u9898\u4e2d R1 \u4ece\u4e09\u4e2a\u65b9\u9762\u8fdb\u884c\u4e86\u8bba\u8ff0\uff0c\u4f46\u6709\u8f83\u591a\u771f\u5b9e\u6027\u9519\u8bef\uff0c\u6709\u201c\u4e0d\u61c2\u88c5\u61c2\u201d\u7684\u73b0\u8c61\u3002<\/p>\n\n\n\n<p>\u201c\u3010\u8d85\u8fc7\u5bb6\u5ead\u5e74\u6536\u5165\u4e09\u500d\u7684\u5f69\u793c\u8fd4\u8fd8\u8bc9\u6c42\u652f\u6301\u7387\u8fbe78%\u3011\u3010\u6cb3\u5317\u6cb3\u95f4\u5e02\u901a\u8fc7&#8221;\u96f6\u5f69\u793c&#8221;\u96c6\u4f53\u5a5a\u793c\u4f7f\u5f69\u793c\u5747\u503c\u4e0b\u964d70%\u3011\u3010\u901a\u8fc7\u6751\u6c11\u81ea\u6cbb\u7ae0\u7a0b\u5c06\u5f69\u793c\u91d1\u989d\u9650\u5b9a\u57286.8\u4e07\u5143\u4ee5\u5185\uff0c\u914d\u5408\u9053\u5fb7\u8bc4\u8bae\u673a\u5236\uff0c\u4f7f\u5f53\u5730\u5929\u4ef7\u5f69\u793c\u53d1\u751f\u7387\u4e0b\u964d45%\u3011\u201d\u7b49<strong>\u5b57\u4f53\u989c\u8272\u4e3a\u7d2b\u8272\u7684\u90e8\u5206\u90fd\u5b58\u5728\u771f\u5b9e\u6027\u9519\u8bef<\/strong>\u3002\u5185\u5bb9<strong>\u5747\u672a\u627e\u5230\u76f8\u5173\u4fe1\u606f\uff0cR1 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o3-mini\u4e13\u4e1a\u9886\u57df\u77e5\u8bc6\u7f3a\u9677<\/strong><\/p>\n\n\n\n<p><strong>o3-mini \u5728\u4e13\u4e1a\u9886\u57df\u77e5\u8bc6\u4e0a\uff0c\u51fa\u73b0\u8f83\u591a\u771f\u5b9e\u6027\u9519\u8bef\uff0c\u540c\u65f6\u7406\u89e3\u80fd\u529b\u4e5f\u504f\u5f31<\/strong>\u3002\u5728\u4e0b\u9762\u95ee\u9898\u4e2d\uff0cR1 \u548c o1 \u56de\u7b54\u6b63\u786e\uff0co3-mini 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class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"344\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-230-1024x344.png\" alt=\"\" class=\"wp-image-1475\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-230-1024x344.png 1024w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-230-300x101.png 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-230-768x258.png 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-230.png 1108w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>3.3 \u903b\u8f91\u6027\u3001\u8bed\u53e5\u901a\u987a\u6027\u95ee\u9898<\/strong><\/p>\n\n\n\n<p>\u5728\u6587\u672c\u751f\u6210\u3001\u8bbe\u8ba1\u3001\u89c4\u5212\u8fd9\u4e9b\u590d\u5408\u80fd\u529b\u9879\u6570\u636e\u4e0a\uff0c<strong>R1 \u548c o3-mini 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