{"id":3688,"date":"2026-01-30T06:33:26","date_gmt":"2026-01-30T06:33:26","guid":{"rendered":"https:\/\/umaax.com\/ruheshiyongo1jinxingtuilidemianfeideeplearningaikechengreaso\/"},"modified":"2026-01-30T06:33:26","modified_gmt":"2026-01-30T06:33:26","slug":"ruheshiyongo1jinxingtuilidemianfeideeplearningaikechengreaso","status":"publish","type":"post","link":"https:\/\/umaax.com\/en\/ruheshiyongo1jinxingtuilidemianfeideeplearningaikechengreaso\/","title":{"rendered":"\u5982\u4f55\u4f7f\u7528 o1 \u8fdb\u884c\u63a8\u7406\u7684\u514d\u8d39 DeepLearning.AI \u8bfe\u7a0b\u300aReasoning with o1\u300b"},"content":{"rendered":"<h2>Reasoning with o1\u662f\u4ec0\u4e48<\/h2>\n<p>Reasoning with o1\u662fOpenAI\u4e0e\u5434\u6069\u8fbe\u5408\u4f5c\u63a8\u51fa\u7684\u514d\u8d39\u8bfe\u7a0b\uff0c\u4e13\u6ce8\u4e8e\u6df1\u5ea6\u63a8\u7406\u80fd\u529b\u7684\u57f9\u517b\u3002\u8bfe\u7a0b\u65e8\u5728\u6559\u6388\u5f00\u53d1\u8005\u5982\u4f55\u6709\u6548\u5229\u7528o1\u6a21\u578b\u8fdb\u884c\u9ad8\u7ea7\u63a8\u7406\u4efb\u52a1\uff0c\u5305\u62ec\u89c4\u5212\u3001\u7f16\u7801\u3001\u89c6\u89c9\u63a8\u7406\u7b49\u3002o1\u6a21\u578b\u4ee5\u5176\u5728\u62bd\u8c61\u63a8\u7406\u4efb\u52a1\u4e0a\u7684\u5353\u8d8a\u6027\u80fd\u800c\u95fb\u540d\uff0c\u7279\u522b\u662f\u5728\u7f16\u7801\u548c\u89c6\u89c9\u63a8\u7406\u4efb\u52a1\u4e0a\u3002\u8bfe\u7a0b\u5185\u5bb9\u6db5\u76d6o1\u6a21\u578b\u7684\u5de5\u4f5c\u539f\u7406\u3001\u6700\u4f73\u5e94\u7528\u573a\u666f\u4ee5\u53ca\u5982\u4f55\u4f18\u5316\u63d0\u793a\u4ee5\u63d0\u5347\u6a21\u578b\u6027\u80fd\u3002\u901a\u8fc7\u5b66\u4e60\uff0c\u5f00\u53d1\u8005\u5c06\u638c\u63e1\u5982\u4f55\u8bc6\u522b\u9002\u5408o1\u7684\u4efb\u52a1\uff0c\u5e76\u5b66\u4f1a\u5728\u667a\u80fd\u548c\u6210\u672c\u4e4b\u95f4\u627e\u5230\u5e73\u8861\u3002<\/p>\n<h2>Reasoning with o1\u60a8\u5c06\u5b66\u5230\u4ec0\u4e48<\/h2>\n<ul>\n<li>\u4e86\u89e3 o1\u3001\u5b83\u7684\u5de5\u4f5c\u539f\u7406\u3001\u6027\u80fd\u4ee5\u53ca\u4f7f\u7528\u5b83\u7684\u6700\u4f73\u573a\u666f\u3002<\/li>\n<li>\u4e86\u89e3\u5982\u4f55\u6709\u6548\u5730\u63d0\u793a o1 \u4ee5\u53ca\u4f55\u65f6\u5c06\u4efb\u52a1\u59d4\u6d3e\u7ed9\u66f4\u5177\u6210\u672c\u6548\u76ca\u3001\u5ef6\u8fdf\u66f4\u4f4e\u7684\u6a21\u578b\u3002<\/li>\n<li>\u4e86\u89e3 o1 \u5982\u4f55\u5728\u7f16\u7801\u548c\u89c6\u89c9\u63a8\u7406\u4efb\u52a1\u4e2d\u8868\u73b0\u51fa\u8272\uff0c\u4ee5\u53ca\u5982\u4f55\u5e94\u7528\u5143\u63d0\u793a\u6765\u4f18\u5316\u60a8\u7684\u5e94\u7528\u7a0b\u5e8f\u3002<\/li>\n<\/ul>\n<h2>\u5173\u4e8eReasoning with o1\u672c\u8bfe\u7a0b<\/h2>\n<p>\u5728\u201c\u4f7f\u7528 o1 \u63a8\u7406\u201d\u4e2d\u5b66\u4e60\u5982\u4f55\u6709\u6548\u5730\u63d0\u793a\u548c\u4f7f\u7528 OpenAI \u7684 o1 \u6a21\u578b\uff0c\u8fd9\u662f\u4e0e OpenAI \u5408\u4f5c\u5efa\u7acb\u7684\u77ed\u671f\u8bfe\u7a0b\uff0c\u7531 OpenAI \u7684 AI \u89e3\u51b3\u65b9\u6848\u4e3b\u7ba1 Colin Jarvis \u6388\u8bfe\u3002<\/p>\n<p>o1 \u6a21\u578b\u5728\u62bd\u8c61\u63a8\u7406\u4efb\u52a1\u4e0a\u8868\u73b0\u4f18\u5f02\uff0c\u5728\u89c4\u5212\u3001\u7f16\u7801\u3001\u5206\u6790\u3001\u6cd5\u5f8b\u7b49\u7279\u5b9a\u9886\u57df\u63a8\u7406\u4ee5\u53ca\u5176\u4ed6 STEM \u5b66\u79d1\u7b49\u4efb\u52a1\u4e0a\u5747\u6709\u7834\u7eaa\u5f55\u7684\u8868\u73b0\u3002<\/p>\n<p>\u5728\u672c\u8bfe\u7a0b\u4e2d\uff0c\u60a8\u5c06\u4e86\u89e3 OpenAI \u5982\u4f55\u5229\u7528\u5f3a\u5316\u5b66\u4e60\u6765\u751f\u6210\u4e00\u4e2a\u4f7f\u7528\u201c\u6d4b\u8bd5\u65f6\u95f4\u8ba1\u7b97\u201d\u6765\u63d0\u9ad8\u8bb8\u591a\u63a8\u7406\u4efb\u52a1\u6027\u80fd\u7684\u6a21\u578b\u3002\u4e86\u89e3\u4ec0\u4e48\u662f\u201c\u601d\u8def\u94fe\u201d\u63d0\u793a\uff0c\u4ee5\u53ca o1 \u5982\u4f55\u81ea\u4e3b\u5730\u5229\u7528\u5b83\u5c06\u95ee\u9898\u5206\u89e3\u4e3a\u66f4\u5c0f\u7684\u6b65\u9aa4\uff0c\u5c1d\u8bd5\u591a\u79cd\u7b56\u7565\uff0c\u5e76\u5728\u56de\u590d\u4e4b\u524d\u4ed4\u7ec6\u8003\u8651\u7b54\u6848\u3002<\/p>\n<p>\u5177\u4f53\u6765\u8bf4\uff0c\u4f60\u5c06\uff1a<\/p>\n<ul>\n<li><strong>\u5b66\u4f1a\u8bc6\u522b o1<\/strong>\u00a0\uff1a\u6a21\u578b\u9002\u5408\u4ec0\u4e48\u4efb\u52a1\uff0c\u4ee5\u53ca\u4f55\u65f6\u53ef\u80fd\u9700\u8981\u4f7f\u7528\u66f4\u5c0f\u6216\u66f4\u5feb\u7684\u6a21\u578b\u6216\u5c06\u4e24\u8005\u7ed3\u5408\u8d77\u6765\u3002<\/li>\n<li><strong>\u4e86\u89e3\u4f7f\u7528 o1<\/strong>\u00a0\uff1a\u63d0\u793a\u7684\u56db\u4e2a\u5173\u952e\u539f\u5219\uff0c\u4ece\u201c\u7b80\u5355\u76f4\u63a5\u201d\u5230\u201c\u5c55\u793a\u800c\u4e0d\u662f\u8bb2\u8ff0\u201d\uff0c\u5e76\u63a2\u7d22\u8868\u73b0\u4e0a\u7684\u5dee\u5f02\u3002<\/li>\n<li><strong>\u5b9e\u73b0\u4e00\u4e2a\u591a\u6b65\u9aa4\u4efb\u52a1<\/strong>\uff1a\u5176\u4e2d o1 \u4f5c\u4e3a\u534f\u8c03\u5668\u521b\u5efa\u4e00\u4e2a\u8ba1\u5212\u5e76\u5c06\u5176\u4ea4\u7ed9 4o-mini \u6a21\u578b\u6309\u987a\u5e8f\u6267\u884c\u8be5\u8ba1\u5212\uff0c\u5e73\u8861\u667a\u80fd\u548c\u6210\u672c\u4e4b\u95f4\u7684\u6743\u8861\u3002<\/li>\n<li><strong>\u4f7f\u7528 o1 \u6267\u884c\u7f16\u7801\u4efb\u52a1\uff1a<\/strong>\u6765\u6784\u5efa\u65b0\u5e94\u7528\u7a0b\u5e8f\u3001\u7f16\u8f91\u73b0\u6709\u4ee3\u7801\uff0c\u5e76\u901a\u8fc7\u5728 o1-mini \u548c GPT 4o \u4e4b\u95f4\u8fd0\u884c\u7f16\u7801\u7ade\u8d5b\u6765\u6d4b\u8bd5\u6027\u80fd\u3002<\/li>\n<li><strong>\u4f7f\u7528 o1 \u8fdb\u884c\u56fe\u50cf\u7406\u89e3<\/strong>\uff1a\u5e76\u4e86\u89e3\u5b83\u5982\u4f55\u901a\u8fc7\u5c42\u6b21\u5316\u63a8\u7406\u5b9e\u73b0\u66f4\u597d\u7684\u8868\u73b0\uff0c\u5176\u4e2d\u5b83\u4f1a\u9884\u5148\u4ea7\u751f\u5ef6\u8fdf\u548c\u6210\u672c\uff0c\u5bf9\u56fe\u50cf\u8fdb\u884c\u9884\u5904\u7406\u5e76\u4f7f\u7528\u4e30\u5bcc\u7684\u7ec6\u8282\u5bf9\u5176\u8fdb\u884c\u7d22\u5f15\uff0c\u4ee5\u4fbf\u4ee5\u540e\u53ef\u4ee5\u7528\u4e8e\u95ee\u7b54\u3002<\/li>\n<li><strong>\u5b66\u4e60\u4e00\u79cd\u79f0\u4e3a\u5143\u63d0\u793a\u7684\u6280\u672f<\/strong>\uff1a\u5176\u4e2d\u60a8\u53ef\u4ee5\u4f7f\u7528 o1 \u6765\u6539\u8fdb\u60a8\u7684\u63d0\u793a\u3002\u4f7f\u7528\u5ba2\u6237\u652f\u6301\u8bc4\u4f30\u96c6\uff0c\u60a8\u53ef\u4ee5\u8fed\u4ee3\u5730\u4f7f\u7528 o1 \u6765\u4fee\u6539\u63d0\u793a\u4ee5\u63d0\u9ad8\u6027\u80fd\u3002<\/li>\n<\/ul>\n<h2>Reasoning with o1\u8bfe\u7a0b\u5730\u5740<\/h2>\n<ul>\n<li><strong>\u8bfe\u7a0b\u5730\u5740<\/strong>\uff1areasoning-with-o1<\/li>\n<\/ul>\n<p style=\"width: 100%; height: 400px;\"><iframe style=\"width: 100%; height: 100%;\" src=\"https:\/\/player.bilibili.com\/player.html?isOutside=true&#038;aid=113762040353792&#038;bvid=BV1Lc62YcECi&#038;cid=27672971144&#038;p=1\" frameborder=\"no\" scrolling=\"no\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<h2>Reasoning with o1\u9002\u5408\u4eba\u7fa4<\/h2>\n<ul>\n<li><strong>\u5177\u6709\u57fa\u7840Python\u77e5\u8bc6\u7684\u4eba\u7fa4<\/strong>\uff1a\u8bfe\u7a0b\u5185\u5bb9\u6d89\u53ca\u7f16\u7801\u4efb\u52a1\u548c\u56fe\u50cf\u7406\u89e3\uff0c\u56e0\u6b64\u9700\u8981\u4e00\u5b9a\u7684Python\u7f16\u7a0b\u57fa\u7840\u3002<\/li>\n<li><strong>\u719f\u6089LLM\uff08\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff09\u63d0\u793a\u548c\u5e94\u7528\u5f00\u53d1\u7684\u4eba\u7fa4<\/strong>\uff1a\u8bfe\u7a0b\u65e8\u5728\u5e2e\u52a9\u5b66\u4e60\u8005\u7406\u89e3\u5e76\u6709\u6548\u4f7f\u7528OpenAI\u7684o1\u6a21\u578b\u8fdb\u884c\u590d\u6742\u7684\u63a8\u7406\u4efb\u52a1\uff0c\u5305\u62ec\u4efb\u52a1\u89c4\u5212\u3001\u4ee3\u7801\u751f\u6210\u7b49\u3002<\/li>\n<li><strong>\u5bf9\u6df1\u5ea6\u63a8\u7406\u80fd\u529b\u5f00\u53d1\u611f\u5174\u8da3\u7684\u4eba\u7fa4<\/strong>\uff1a\u8bfe\u7a0b\u805a\u7126\u4e8e\u6df1\u5ea6\u63a8\u7406\u80fd\u529b\u7684\u57f9\u517b\uff0c\u9002\u5408\u60f3\u8981\u6df1\u5165\u4e86\u89e3\u5e76\u4f7f\u7528o1\u8fdb\u884c\u590d\u6742\u63a8\u7406\u4efb\u52a1\u7684\u5b66\u4e60\u8005\u3002<\/li>\n<li><strong>\u6709LLM\u5e94\u7528\u5f00\u53d1\u7ecf\u9a8c\u7684\u4eba\u7fa4<\/strong>\uff1a\u8bfe\u7a0b\u5185\u5bb9\u6db5\u76d6\u4e86o1\u6a21\u578b\u7684\u6838\u5fc3\u7279\u70b9\u3001\u63d0\u793a\u6280\u672f\u3001\u4efb\u52a1\u89c4\u5212\u4e0e\u6267\u884c\u3001\u7f16\u7801\u4efb\u52a1\u4e0e\u56fe\u50cf\u7406\u89e3\u7b49\uff0c\u9002\u5408\u6709\u76f8\u5173\u7ecf\u9a8c\u7684\u5b66\u4e60\u8005\u6df1\u5165\u5b66\u4e60\u3002<\/li>\n<\/ul>\n<h2>Reasoning with o1\u7684\u8bfe\u7a0b\u5927\u7eb2<\/h2>\n<ul>\n<li><strong>\u4ecb\u7ecd<\/strong> \u89c6\u9891\u30fb3\u5206\u949f<\/li>\n<li><strong>o1\u7b80\u4ecb<\/strong> \u89c6\u9891\u30fb11\u5206\u949f<\/li>\n<li><strong>\u63d0\u793a o1 \u5e26\u4ee3\u7801\u793a\u4f8b <\/strong>\u89c6\u9891\u30fb12 \u5206\u949f<\/li>\n<li><strong>\u4e0e o1 \u4e00\u8d77\u89c4\u5212<\/strong> \u5e26\u4ee3\u7801\u793a\u4f8b\u7684\u89c6\u9891\u30fb13 \u5206\u949f<\/li>\n<li><strong>\u4f7f\u7528 o1 \u8fdb\u884c\u7f16\u7801<\/strong> \u5e26\u4ee3\u7801\u793a\u4f8b\u7684\u89c6\u9891\u30fb7 \u5206\u949f<\/li>\n<li><strong>\u56fe\u50cf\u63a8\u7406<\/strong> \u5e26\u4ee3\u7801\u793a\u4f8b\u7684\u89c6\u9891\u30fb9 \u5206\u949f<\/li>\n<li><strong>\u5143\u63d0\u793a<\/strong> \u5e26\u4ee3\u7801\u793a\u4f8b\u7684\u89c6\u9891\u30fb12 \u5206\u949f<\/li>\n<li><strong>\u7ed3\u8bba<\/strong> \u89c6\u9891\u30fb1 \u5206\u949f<\/li>\n<li><strong>\u9644\u5f55<\/strong> \u2013 \u63d0\u793a\u3001\u5e2e\u52a9\u548c\u4e0b\u8f7d \u4ee3\u7801\u793a\u4f8b\u30fb1 \u5206\u949f<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>Reasoning with o1\u662f\u4ec0\u4e48 Reasoning with o1\u662fOpenAI\u4e0e\u5434\u6069\u8fbe\u5408\u4f5c\u63a8\u51fa\u7684\u514d\u8d39\u8bfe\u7a0b\uff0c\u4e13\u6ce8\u4e8e\u6df1\u5ea6\u63a8\u7406\u80fd\u529b\u7684\u57f9\u517b\u3002\u8bfe\u7a0b\u65e8\u5728\u6559\u6388\u5f00\u53d1\u8005\u5982\u4f55\u6709\u6548\u5229\u7528o1\u6a21\u578b\u8fdb\u884c\u9ad8\u7ea7\u63a8\u7406\u4efb\u52a1\uff0c\u5305\u62ec\u89c4\u5212\u3001\u7f16\u7801\u3001\u89c6\u89c9\u63a8\u7406\u7b49\u3002o1\u6a21\u578b\u4ee5\u5176\u5728\u62bd\u8c61\u63a8\u7406\u4efb\u52a1\u4e0a\u7684\u5353\u8d8a\u6027\u80fd\u800c\u95fb\u540d\uff0c\u7279\u522b\u662f\u5728\u7f16\u7801\u548c\u89c6\u89c9\u63a8\u7406\u4efb\u52a1\u4e0a\u3002\u8bfe\u7a0b\u5185\u5bb9\u6db5\u76d6o1\u6a21\u578b\u7684\u5de5\u4f5c\u539f\u7406\u3001\u6700\u4f73\u5e94\u7528\u573a\u666f\u4ee5\u53ca\u5982\u4f55\u4f18\u5316\u63d0\u793a\u4ee5\u63d0\u5347\u6a21\u578b\u6027\u80fd\u3002\u901a\u8fc7\u5b66\u4e60\uff0c\u5f00\u53d1\u8005\u5c06\u638c\u63e1\u5982\u4f55\u8bc6\u522b\u9002\u5408o1\u7684\u4efb\u52a1\uff0c\u5e76\u5b66\u4f1a\u5728\u667a\u80fd\u548c\u6210\u672c\u4e4b\u95f4\u627e\u5230\u5e73\u8861\u3002 Reasoning with o1\u60a8\u5c06\u5b66\u5230\u4ec0\u4e48 \u4e86\u89e3 o1\u3001\u5b83\u7684\u5de5\u4f5c\u539f\u7406\u3001\u6027\u80fd\u4ee5\u53ca\u4f7f\u7528\u5b83\u7684\u6700\u4f73\u573a\u666f\u3002 \u4e86\u89e3\u5982\u4f55\u6709\u6548\u5730\u63d0\u793a o1 \u4ee5\u53ca\u4f55\u65f6\u5c06\u4efb\u52a1\u59d4\u6d3e\u7ed9\u66f4\u5177\u6210\u672c\u6548\u76ca\u3001\u5ef6\u8fdf\u66f4\u4f4e\u7684\u6a21\u578b\u3002 \u4e86\u89e3 o1 \u5982\u4f55\u5728\u7f16\u7801\u548c\u89c6\u89c9\u63a8\u7406\u4efb\u52a1\u4e2d\u8868\u73b0\u51fa\u8272\uff0c\u4ee5\u53ca\u5982\u4f55\u5e94\u7528\u5143\u63d0\u793a\u6765\u4f18\u5316\u60a8\u7684\u5e94\u7528\u7a0b\u5e8f\u3002 \u5173\u4e8eReasoning with o1\u672c\u8bfe\u7a0b \u5728\u201c\u4f7f\u7528 o1 \u63a8\u7406\u201d\u4e2d\u5b66\u4e60\u5982\u4f55\u6709\u6548\u5730\u63d0\u793a\u548c\u4f7f\u7528 OpenAI \u7684 o1 \u6a21\u578b\uff0c\u8fd9\u662f\u4e0e OpenAI \u5408\u4f5c\u5efa\u7acb\u7684\u77ed\u671f\u8bfe\u7a0b\uff0c\u7531 OpenAI \u7684 AI \u89e3\u51b3\u65b9\u6848\u4e3b\u7ba1 Colin Jarvis \u6388\u8bfe\u3002 o1 \u6a21\u578b\u5728\u62bd\u8c61\u63a8\u7406\u4efb\u52a1\u4e0a\u8868\u73b0\u4f18\u5f02\uff0c\u5728\u89c4\u5212\u3001\u7f16\u7801\u3001\u5206\u6790\u3001\u6cd5\u5f8b\u7b49\u7279\u5b9a\u9886\u57df\u63a8\u7406\u4ee5\u53ca\u5176\u4ed6 STEM \u5b66\u79d1\u7b49\u4efb\u52a1\u4e0a\u5747\u6709\u7834\u7eaa\u5f55\u7684\u8868\u73b0\u3002 \u5728\u672c\u8bfe\u7a0b\u4e2d\uff0c\u60a8\u5c06\u4e86\u89e3 OpenAI \u5982\u4f55\u5229\u7528\u5f3a\u5316\u5b66\u4e60\u6765\u751f\u6210\u4e00\u4e2a\u4f7f\u7528\u201c\u6d4b\u8bd5\u65f6\u95f4\u8ba1\u7b97\u201d\u6765\u63d0\u9ad8\u8bb8\u591a\u63a8\u7406\u4efb\u52a1\u6027\u80fd\u7684\u6a21\u578b\u3002\u4e86\u89e3\u4ec0\u4e48\u662f\u201c\u601d\u8def\u94fe\u201d\u63d0\u793a\uff0c\u4ee5\u53ca o1 \u5982\u4f55\u81ea\u4e3b\u5730\u5229\u7528\u5b83\u5c06\u95ee\u9898\u5206\u89e3\u4e3a\u66f4\u5c0f\u7684\u6b65\u9aa4\uff0c\u5c1d\u8bd5\u591a\u79cd\u7b56\u7565\uff0c\u5e76\u5728\u56de\u590d\u4e4b\u524d\u4ed4\u7ec6\u8003\u8651\u7b54\u6848\u3002 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