{"id":3725,"date":"2025-04-18T16:59:59","date_gmt":"2025-04-18T08:59:59","guid":{"rendered":"https:\/\/www.ihub1.com\/?p=3725"},"modified":"2025-04-18T17:01:18","modified_gmt":"2025-04-18T09:01:18","slug":"openai%e5%a7%9a%e9%a1%ba%e9%9b%a8%ef%bc%9a%e5%a4%a7%e6%a8%a1%e5%9e%8b%e4%b8%8b%e5%8d%8a%e5%9c%ba%e6%98%af%e4%ba%a7%e5%93%81%e7%9a%84%e6%b8%b8%e6%88%8f%ef%bc%8c%e5%81%9a%e7%a0%94%e7%a9%b6%e4%b9%9f","status":"publish","type":"post","link":"https:\/\/www.ihub1.com\/index.php\/2025\/04\/18\/openai%e5%a7%9a%e9%a1%ba%e9%9b%a8%ef%bc%9a%e5%a4%a7%e6%a8%a1%e5%9e%8b%e4%b8%8b%e5%8d%8a%e5%9c%ba%e6%98%af%e4%ba%a7%e5%93%81%e7%9a%84%e6%b8%b8%e6%88%8f%ef%bc%8c%e5%81%9a%e7%a0%94%e7%a9%b6%e4%b9%9f\/","title":{"rendered":"OpenAI\u59da\u987a\u96e8\uff1a\u5927\u6a21\u578b\u4e0b\u534a\u573a\u662f\u4ea7\u54c1\u7684\u6e38\u620f\uff0c\u505a\u7814\u7a76\u4e5f\u8981\u6709\u4ea7\u54c1\u601d\u7ef4"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3725\" class=\"elementor elementor-3725\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7c2d0ff e-flex e-con-boxed e-con e-parent\" data-id=\"7c2d0ff\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1004a2b elementor-widget elementor-widget-text-editor\" data-id=\"1004a2b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<blockquote><p>AI\u8d8b\u52bf\u6b63\u5728\u201c\u4e2d\u573a\u4f11\u606f\u201d\uff0c\u5728\u6b64\u4e4b\u524d\u8bad\u7ec3\uff1e\u8bc4\u4f30\uff0c\u5728\u6b64\u4e4b\u540e\u8bc4\u4f30\uff1e\u8bad\u7ec3\u3002<\/p><\/blockquote><p>\u8fd9\u662f<strong>OpenAI\u5458\u5de5\u3001\u59da\u73ed\u6821\u53cb\u59da\u987a\u96e8<\/strong>\u7ed9\u51fa\u7684\u6700\u65b0\u5224\u65ad\u3002<\/p><p><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/q0.itc.cn\/q_70\/images03\/20250417\/1f91e5bee402457894fd3c156189eed1.png\" width=\"640\" height=\"272\" \/><\/p><p>AI\u53d1\u5c55\u5206\u4e3a\u4e0a\u4e0b\u4e24\u9636\u6bb5\u3002\u4e0a\u534a\u573a\u4ee5\u6a21\u578b\u548c\u65b9\u6cd5\u4e3a\u4e2d\u5fc3\uff0c\u6838\u5fc3\u6784\u5efa\u4e86\u6a21\u578b\u548c\u8bad\u7ec3\u65b9\u6cd5\uff1b\u968f\u7740AI\u6280\u672f\u6210\u719f\uff0c\u4e0b\u534a\u573a\u7684\u91cd\u70b9\u8f6c\u5411\u5982\u4f55\u5b9a\u4e49\u6709\u73b0\u5b9e\u610f\u4e49\u7684\u4efb\u52a1\u3001\u5982\u4f55\u6709\u6548\u8bc4\u4f30AI\u7cfb\u7edf\u7684\u8868\u73b0\u3002<\/p><blockquote><p>\u8fd9\u8981\u6c42\u7814\u7a76\u8005\u8981\u53ca\u65f6\u8f6c\u53d8\u601d\u7ef4\u548c\u6280\u80fd\u6811\u65b9\u5411\uff0c\u53ef\u80fd\u8981\u66f4\u63a5\u8fd1\u4e8e\u4ea7\u54c1\u7ecf\u7406\u3002<\/p><\/blockquote><p>\u4e3a\u5565\u4f1a\u51fa\u73b0\u8fd9\u79cd\u8f6c\u53d8\uff1f<\/p><p><strong>\u56e0\u4e3a\u5f3a\u5316\u5b66\u4e60\u7ec8\u4e8e\u80fd\u6cdb\u5316\u4e86\u3002<\/strong><\/p><p>\u5728\u59da\u987a\u96e8\u6700\u65b0\u7684blog\u4e2d\uff0c\u4ed6\u7cfb\u7edf\u6027\u9610\u91ca\u4e86\u5982\u4e0a\u89c2\u70b9\u4ee5\u53ca\u80cc\u540e\u601d\u8003\u3002\u60f3\u6cd5\u521a\u521a\u53d1\u5e03\u5c31\u5f97\u5230\u4e86\u4e0d\u5c11\u4e1a\u5185\u4eba\u58eb\u7684\u8ba4\u53ef\uff1a<\/p><blockquote><p>\u6211\u540c\u610f\u4f60\u7684\u89c2\u70b9\u3002\u8bc4\u4f30\u4e2d\u8fd8\u6709\u4e00\u70b9\u503c\u5f97\u8003\u8651\uff1a\u6210\u672c\u6210\u4e3a\u8d8a\u6765\u8d8a\u91cd\u8981\u7684\u5f71\u54cd\u56e0\u7d20\u3002<\/p><\/blockquote><p><img decoding=\"async\" src=\"https:\/\/q1.itc.cn\/q_70\/images03\/20250417\/b986d70aa06547b1a9d28bd5826108a9.png\" width=\"640\" height=\"239\" \/><\/p><blockquote><p>\u79bb\u7ebfRL\/\u65e0\u76d1\u7763\u5b66\u4e60\u2192\u5728\u7ebfRL\u5b66\u4e60\u7b56\u7565\u3002\u6211\u4eec\u662f\u4e0d\u662f\u5df2\u7ecf\u51c6\u5907\u597d\u8f6c\u578b\u4e86\uff1f<\/p><\/blockquote><p>\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u8fd9\u7bc7\u6587\u7ae0\u4e5f\u6709AI\u53c2\u4e0e\u4e86\u64b0\u5199\u3002<\/p><blockquote><p>\u8fd9\u7bc7\u535a\u6587\u662f\u57fa\u4e8e\u6211\u5728\u65af\u5766\u798f\u5927\u5b66\u548c\u54e5\u4f26\u6bd4\u4e9a\u5927\u5b66\u7684\u6f14\u8bb2\u3002\u6211\u4f7f\u7528OpenAI\u6df1\u5ea6\u7814\u7a76\u6765\u9605\u8bfb\u6211\u7684PPT\u5e76\u6253\u4e86\u8349\u7a3f\u3002<\/p><\/blockquote><p>AI\u4e0b\u534a\u573a\u662f\u4ea7\u54c1\u7684\u6e38\u620f<\/p><p>\u59da\u987a\u96e8\u8868\u793a\uff0c\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u8d70\u5411\u65b0\u9636\u6bb5\uff0c\u6211\u4eec\u7684\u601d\u7ef4\u65b9\u5f0f\u5e94\u8be5\u53d8\u4e00\u53d8\u4e86\u3002<\/p><blockquote><p>\u628a\u91cd\u70b9\u4ece\u89e3\u51b3\u95ee\u9898\u8f6c\u79fb\u5230\u5b9a\u4e49\u95ee\u9898\uff0c\u5728\u65b0\u65f6\u4ee3\u8bc4\u4f30\u6bd4\u8bad\u7ec3\u66f4\u91cd\u8981\u3002<\/p><p>\u6211\u4eec\u4e0d\u4ec5\u8981\u601d\u8003\u201c\u6211\u4eec\u80fd\u5426\u8bad\u7ec3\u4e00\u4e2a\u6a21\u578b\u6765\u89e3\u51b3XX\u201d\uff0c\u800c\u662f\u8981\u601d\u8003\u201c\u6211\u4eec\u5e94\u8be5\u8bad\u7ec3AI\u505a\u4ec0\u4e48\uff1f\u6211\u4eec\u5982\u4f55\u8861\u91cf\u771f\u6b63\u7684\u8fdb\u6b65\uff1f\u201d<\/p><\/blockquote><p>\u4e3a\u5565\u8fd9\u4e48\u8bf4\uff1f<\/p><p>\u5148\u6765\u770bAI\u7684\u4e0a\u534a\u573a\u53d1\u751f\u4e86\u4ec0\u4e48\u3002<\/p><p>AI\u4e0a\u534a\u573a\uff1a\u65b9\u6cd5\u4e3a\u738b<\/p><p>\u5728AI\u53d1\u5c55\u7684\u201c\u524d\u534a\u573a\u201d\uff0c\u6700\u6709\u5f71\u54cd\u529b\u7684\u5de5\u4f5c\u4e3b\u8981\u96c6\u4e2d\u5728<strong>\u6a21\u578b\u548c\u8bad\u7ec3\u65b9\u6cd5<\/strong>\uff08\u5982 Transformer\u3001AlexNet\u3001GPT-3\uff09\uff0c\u800c\u4e0d\u662f\u4efb\u52a1\u6216\u57fa\u51c6\u3002\u5373\u4fbf\u662f\u975e\u5e38\u91cd\u8981\u7684\u57fa\u51c6\u6570\u636e\u96c6<strong>\u5982ImageNet<\/strong>\uff0c\u5176\u5f15\u7528\u91cf\u4e5f\u4e0d\u5230AlexNet\u7684\u4e09\u5206\u4e4b\u4e00\u3002<\/p><p><img decoding=\"async\" src=\"https:\/\/q5.itc.cn\/q_70\/images03\/20250417\/3657da6e19fc431797949edf1293226d.png\" width=\"640\" height=\"354\" \/><\/p><p>\u7a76\u5176\u539f\u56e0\uff0c\u662f\u56e0\u4e3a<strong>\u65b9\u6cd5\u6bd4\u4efb\u52a1\u66f4\u96be\u3001\u66f4\u6709\u8da3<\/strong>\u3002<\/p><blockquote><p>\u6ca1\u4ec0\u4e48\u6d1e\u5bdf\u529b\uff0c\u751a\u81f3\u90fd\u6ca1\u4ec0\u4e48\u5de5\u7a0b\u529b\u7684\u4f53\u73b0\u3002<\/p><\/blockquote><p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/q7.itc.cn\/q_70\/images03\/20250417\/bf0fee6fbac64e7cbffc48e66e9c4fef.png\" width=\"238\" height=\"234\" \/><\/p><p>\u52a0\u4e4b\uff0c<strong>\u4efb\u52a1\u5bb9\u6613\u5b9a\u4e49\u4f46\u4e0d\u591f\u901a\u7528<\/strong>\uff0c\u800c\u65b9\u6cd5\uff08\u5982Transformer\uff09\u5374\u53ef\u88ab\u5e7f\u6cdb\u5e94\u7528\u5230NLP\u3001CV\u3001RL\u7b49\u591a\u4e2a\u9886\u57df\uff0c\u4ece\u800c\u4ea7\u751f<strong>\u8de8\u4efb\u52a1\u7684\u901a\u7528\u4ef7\u503c<\/strong>\u3002<\/p><p>\u4e00\u4e2a\u597d\u7684\u6a21\u578b\u67b6\u6784\u6216\u7b97\u6cd5\u53ef\u4ee5\u5728\u591a\u4e2a\u57fa\u51c6\u4e0a\u201c\u722c\u5c71\u201d\uff08hillclimb\uff09\uff0c\u56e0\u4e3a\u5b83\u5177\u6709\u901a\u7528\u6027\u548c\u7b80\u6d01\u6027\u3002\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u201c\u65b9\u6cd5\u80dc\u4e8e\u4efb\u52a1\u201d\u5728\u8fd9\u4e2a\u9636\u6bb5\u6210\u4e3a\u4e3b\u5bfc\u903b\u8f91\u3002<\/p><p>\u5c3d\u7ba1\u8fd9\u79cd\u4ee5\u201c\u65b9\u6cd5\u521b\u65b0\u201d\u4e3a\u4e3b\u5bfc\u7684\u8303\u5f0f\u6301\u7eed\u591a\u5e74\u5e76\u50ac\u751f\u4e86\u5de8\u5927\u7a81\u7834\uff0c\u4f46\u8fd9\u4e9b\u65b9\u6cd5\u7684\u79ef\u7d2f\u6700\u7ec8\u5e26\u6765\u4e86<strong>\u8303\u5f0f\u8f6c\u53d8\u7684\u4e34\u754c\u70b9<\/strong>\u2014\u2014<\/p><p>\u8fd9\u4e9b\u57fa\u7840\u80fd\u529b\u7684\u96c6\u6210\u5df2\u7ecf\u53ef\u4ee5\u6784\u5efa\u51fa<strong>\u201c\u53ef\u5de5\u4f5c\u7684AI\u4efb\u52a1\u89e3\u6cd5\u914d\u65b9\uff08recipe\uff09\u201d<\/strong>\uff0c\u4e5f\u5c31\u610f\u5473\u7740\uff1a<strong>\u6211\u4eec\u7ec8\u4e8e\u53ef\u4ee5\u8ba4\u771f\u8003\u8651\u5982\u4f55\u89e3\u51b3\u771f\u5b9e\u4efb\u52a1\u672c\u8eab<\/strong>\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u6784\u5efa\u66f4\u5f3a\u7684\u6a21\u578b\u3002<\/p><p>\u5f3a\u5316\u5b66\u4e60\u91cc\uff0c\u7b97\u6cd5\u662f\u6b21\u8981\u7684<\/p><p>\u59da\u987a\u96e8\u8ba4\u4e3a\uff0c\u914d\u65b9\u6709\u4e09\u8981\u7d20\u7ec4\u6210\uff1a<\/p><ul><li><p>\u5927\u89c4\u6a21\u8bed\u8a00\u8bad\u7ec3<\/p><\/li><li><p>\u8ba1\u7b97\u4e0e\u6570\u636e\u7684\u89c4\u6a21\u5316<\/p><\/li><li><p>\u63a8\u7406\u4e0e\u884c\u52a8<\/p><\/li><\/ul><p>\u5177\u5907\u8fd9\u4e09\u8981\u7d20\u5373\u53ef\u4ea7\u51fa\u7a33\u5b9a\u4e14\u5f3a\u5927\u7684AI\u3002<\/p><p>\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u53ef\u4ee5\u7406\u89e3\u4e3a\u4f55\u662f\u8fd9\u4e09\u8981\u7d20\u3002<\/p><p>\u5f3a\u5316\u5b66\u4e60\u7684\u4e09\u5927\u6838\u5fc3\u662f\u7b97\u6cd5\u3001\u73af\u5883\u548c\u5148\u9a8c\u77e5\u8bc6\u3002<\/p><p>\u957f\u671f\u4ee5\u6765\uff0c\u5f3a\u5316\u5b66\u4e60\u7814\u7a76\u8005\u5927\u591a\u4e3b\u8981\u5173\u6ce8\u7b97\u6cd5\uff0c\u5ffd\u89c6\u73af\u5883\u548c\u5148\u9a8c\u3002\u4f46\u968f\u7740\u7ecf\u9a8c\u589e\u957f\uff0c\u5927\u5bb6\u53d1\u73b0\u73af\u5883\u548c\u5148\u9a8c\u5bf9\u5b9e\u9645\u6548\u679c\u5f71\u54cd\u5de8\u5927\u3002<\/p><p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/q7.itc.cn\/q_70\/images03\/20250417\/8ba83d0d45984e38bcdad9949f09f2a3.png\" width=\"640\" height=\"542\" \/><\/p><p>\u4f46\u662f\u5728\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u65f6\u4ee3\uff0c\u73af\u5883\u53d8\u5f97\u5f88\u91cd\u8981\u3002<\/p><p>\u7b97\u6cd5\u7684\u6027\u80fd\u901a\u5e38\u7279\u5b9a\u4e8e\u5b83\u7684\u5f00\u53d1\u548c\u6d4b\u8bd5\u73af\u5883\u3002\u5982\u679c\u5ffd\u89c6\u4e86\u73af\u5883\uff0c\u5c31\u53ef\u80fd\u5efa\u7acb\u4e00\u4e2a\u201c\u6700\u4f18\u201d\u7684\u7b97\u6cd5\uff0c\u4f46\u8fd9\u4e2a\u7b97\u6cd5\u53ea\u662f\u5728\u7279\u5b9a\u60c5\u51b5\u4e0b\u5f88\u5f3a\u3002<\/p><blockquote><p>\u90a3\u4e3a\u4ec0\u4e48\u4e0d\u9996\u5148\u627e\u51fa\u771f\u6b63\u60f3\u8981\u89e3\u51b3\u7684\u73af\u5883\uff0c\u7136\u540e\u518d\u627e\u6700\u5408\u9002\u5b83\u7684\u7b97\u6cd5\uff1f<\/p><\/blockquote><p>\u59da\u987a\u96e8\u8868\u793a\uff0c\u8fd9\u6b63\u662fOpenAI\u6700\u521d\u7684\u601d\u8def\u3002<\/p><p>OpenAI\u6700\u521d\u7684\u8ba1\u5212\u5c31\u662f<strong>\u628a\u6574\u4e2a\u6570\u5b57\u4e16\u754c\u53d8\u6210\u4e00\u4e2a\u53ef\u4ee5\u7528\u5f3a\u5316\u5b66\u4e60\u89e3\u51b3\u7684\u201c\u73af\u5883\u201d<\/strong>\uff0c\u7136\u540e\u7528\u806a\u660e\u7684RL\u7b97\u6cd5\u6765\u89e3\u51b3\u8fd9\u4e9b\u73af\u5883\u4e2d\u7684\u4efb\u52a1\uff0c\u6700\u7ec8\u5b9e\u73b0\u6570\u5b57\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08digital AGI\uff09\u3002<\/p><p>OpenAI\u5728\u8fd9\u4e2a\u601d\u8def\u4e0b\u5b8c\u6210\u4e86\u5f88\u591a\u7ecf\u5178\u5de5\u4f5c\uff0c\u6bd4\u5982\u7528RL\u6253Dota\u3001\u89e3\u51b3\u673a\u68b0\u624b\u7b49\u3002<\/p><p>\u4f46\u5b83\u5e76\u6ca1\u6709\u5b9e\u73b0\u8ba9RL\u89e3\u51b3\u8ba1\u7b97\u673a\/\u4e0a\u7f51\u7684\u95ee\u9898\uff0cRL Agent\u4e5f\u65e0\u6cd5\u8fc1\u79fb\u5230\u5176\u4ed6\u73af\u5883\uff0c\u4f3c\u4e4e\u5dee\u4e86\u70b9\u4ec0\u4e48\u3002<\/p><p>\u5230\u4e86GPT-2\/3\u65f6\u671f\uff0cOpenAI\u610f\u8bc6\u5230\uff0c\u7f3a\u7684\u662f\u5148\u9a8c\u77e5\u8bc6\u3002<\/p><p>\u9700\u8981\u5f15\u5165\u5f3a\u5927\u7684\u8bed\u8a00\u5148\u9a8c\u77e5\u8bc6\uff0c\u624d\u80fd\u89e3\u51b3\u5728\u590d\u6742\u73af\u5883\u4e2d\u96be\u4ee5\u6cdb\u5316\u7684\u95ee\u9898\u3002\u8fd9\u4f7f\u5f97RL Agent\u5728\u804a\u5929\u6216\u7f51\u9875\u4efb\u52a1\u4e2d\u6709\u663e\u8457\u63d0\u5347\uff0c\u5982WebGPT\u3001ChatGPT\u3002<\/p><p>\u4f46\u8fd9\u597d\u50cf\u548c\u4eba\u7c7b\u667a\u6167\u4e0a\u4ecd\u65e7\u6709\u5dee\u522b\uff0c\u6bd4\u5982\u4eba\u7c7b\u53ef\u4ee5\u8f7b\u677e\u4e0a\u624b\u4e00\u4e2a\u65b0\u6e38\u620f\u3001\u54ea\u6015\u662f\u96f6\u6837\u672c\uff0c\u4f46\u662f\u5f53\u65f6AI\u505a\u4e0d\u5230\u3002<\/p><p><strong>\u5f71\u54cd\u6cdb\u5316\u7684\u5173\u952e\u662f\u201c\u63a8\u7406\u80fd\u529b\u201d<\/strong>\u3002<\/p><p>\u4eba\u7c7b\u4e0d\u662f\u5355\u7eaf\u6267\u884c\u6307\u4ee4\uff0c\u800c\u662f\u4f1a\u8fdb\u884c\u62bd\u8c61\u601d\u8003\u3002\u6bd4\u5982\uff1a\u201c\u5730\u7262\u5371\u9669 \u2192 \u6211\u9700\u8981\u6b66\u5668 \u2192 \u6ca1\u6709\u6b66\u5668 \u2192 \u53ef\u80fd\u85cf\u5728\u7bb1\u5b50\u91cc \u2192 \u7bb1\u5b503\u5728\u67dc\u5b502 \u2192 \u90a3\u6211\u5148\u53bb\u67dc\u5b502\u201d\u3002<\/p><p>\u59da\u987a\u96e8\u8bf4\uff0c<strong>\u63a8\u7406\u662f\u79cd\u201c\u5947\u602a\u201d\u7684\u52a8\u4f5c\u3002<\/strong><\/p><p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/q3.itc.cn\/q_70\/images03\/20250417\/0f4fd0e79cad4455915ae4caac85f90f.png\" width=\"640\" height=\"316\" \/><\/p><p>\u63a8\u7406\u672c\u8eab\u4e0d\u76f4\u63a5\u6539\u53d8\u4e16\u754c\uff0c\u4f46\u5176\u7a7a\u95f4\u662f\u65e0\u9650\u7ec4\u5408\u7684\u3002\u5728\u4f20\u7edf RL \u6846\u67b6\u4e2d\uff0c\u5b83\u662f\u201c\u4e0d\u5212\u7b97\u201d\u7684 \u2014\u2014 \u63a8\u7406\u4e0d\u50cf\u884c\u52a8\u90a3\u6837\u6709\u5373\u65f6\u53cd\u9988\uff0c\u53cd\u800c\u4f1a\u201c\u7a00\u91ca\u201d\u5956\u52b1\u3002<\/p><p>\u6240\u4ee5\uff0c\u4e00\u65e6\u6709\u4e86\u597d\u7684\u8bed\u8a00\u9884\u8bad\u7ec3\u5148\u9a8c+\u5408\u9002\u7684\u73af\u5883\u8bbe\u8ba1\uff08\u5141\u8bb8\u8bed\u8a00\u63a8\u7406\uff09\uff0cRL\u6cd5\u672c\u8eab\u53cd\u5012\u53d8\u5f97\u6b21\u8981\u3002<\/p><blockquote><p>o\u7cfb\u5217\u3001R1\u3001Deep Research\u3001\u667a\u80fd\u4f53\u7b49\uff0c\u90fd\u662f\u7531\u6b64\u800c\u6765\u3002<\/p><\/blockquote><p>\u6216\u8bb8\u6b63\u5982\u4e54\u5e03\u65af\u6240\u8bf4\uff0c\u4f60\u65e0\u6cd5\u9884\u89c1\u672a\u6765\u7684\u70b9\u70b9\u6ef4\u6ef4\u662f\u5982\u4f55\u8fde\u63a5\u7684\uff1b\u53ea\u6709\u56de\u5934\u770b\u65f6\uff0c\u4f60\u624d\u80fd\u628a\u5b83\u4eec\u4e32\u8054\u8d77\u6765\u3002<\/p><p>\u4e0b\u534a\u573a\u8981\u6709\u65b0\u7684\u8bc4\u4f30\u89c4\u5219<\/p><p>\u7531\u6b64\uff0c\u914d\u65b9\u6539\u53d8\u4e86AI\u793e\u533a\u7684\u6bd4\u8d5b\u89c4\u5219\u3002<\/p><p>\u5f00\u53d1\u65b0\u6a21\u578b\u2192\u5237\u65b0\u57fa\u51c6\u2192\u521b\u5efa\u66f4\u96be\u7684\u57fa\u51c6\u2192\u66f4\u5f3a\u7684\u65b0\u6a21\u578b\u3002<\/p><p>\u8fd9\u79cd\u89c4\u5219\u5728AI\u53d1\u5c55\u7684\u4e0a\u534a\u573a\u662f\u6709\u5fc5\u8981\u7684\uff0c\u56e0\u4e3a\u5728\u6a21\u578b\u667a\u80fd\u6c34\u5e73\u4e0d\u591f\u9ad8\u65f6\uff0c\u63d0\u9ad8\u667a\u5546\u901a\u5e38\u4f1a\u63d0\u9ad8\u6548\u7528\u3002<\/p><p>\u53ef\u95ee\u9898\u662f\uff0c\u5c3d\u7ba1AI\u5df2\u7ecf\u5728\u5404\u7c7b\u57fa\u51c6\u6d4b\u8bd5\uff08\u5982\u56f4\u68cb\u3001SAT\u3001\u5f8b\u5e08\u8003\u8bd5\u3001IOI \u7b49\uff09\u4e2d\u8d85\u8d8a\u4eba\u7c7b\uff0c\u4f46\u8fd9\u4e9b\u6210\u5c31\u5e76\u672a\u771f\u6b63\u8f6c\u5316\u4e3a\u73b0\u5b9e\u4e16\u754c\u7684\u4ef7\u503c\u6216\u6548\u7528\u3002<\/p><p>Jason Wei\u7684\u4e00\u5f20\u56fe\u53ef\u4ee5\u5f88\u597d\u89e3\u91ca\u8fd9\u4e00\u8d8b\u52bf\uff0cAI\u5237\u699c\u7684\u901f\u5ea6\u8d8a\u6765\u8d8a\u5feb\uff0c\u4f46\u662f\u4e16\u754c\u56e0\u6b64\u6539\u53d8\u4e86\u5417\uff1f<\/p><p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/q2.itc.cn\/q_70\/images03\/20250417\/5b7671f06d7747ac810888a916da9ae7.png\" width=\"640\" height=\"290\" \/><\/p><p>\u59da\u987a\u96e8\u8ba4\u4e3a\u5f53\u524d\u7684\u8bc4\u4f30\u65b9\u5f0f\u4e3b\u8981\u5b58\u5728\u4e24\u65b9\u9762\u5c40\u9650\uff0c\u5bfc\u81f4AI\u5728\u89e3\u51b3\u73b0\u5b9e\u95ee\u9898\u4e0a\u4e25\u91cd\u8131\u8282\u3002<\/p><p><strong>1\u3001\u5047\u8bbe\u4efb\u52a1\u662f\u72ec\u7acb\u540c\u5206\u5e03\u7684\uff08i.i.d.\uff09\uff1a<\/strong><\/p><p>\u6a21\u578b\u88ab\u8981\u6c42\u72ec\u7acb\u5b8c\u6210\u6bcf\u4e2a\u4efb\u52a1\uff0c\u7136\u540e\u53d6\u5e73\u5747\u5f97\u5206\u3002\u8fd9\u79cd\u65b9\u5f0f\u5ffd\u7565\u4e86\u4efb\u52a1\u4e4b\u95f4\u7684\u8fde\u8d2f\u6027\u548c\u5b66\u4e60\u6548\u5e94\uff0c\u65e0\u6cd5\u8bc4\u4f30\u6a21\u578b\u957f\u671f\u9002\u5e94\u80fd\u529b\u548c\u8bb0\u5fc6\u673a\u5236\u7684\u91cd\u8981\u6027\u3002<\/p><p><strong>2\u3001\u5047\u8bbe\u8bc4\u4f30\u8fc7\u7a0b\u5e94\u81ea\u52a8\u5316\u4e14\u4e0e\u4eba\u65e0\u5173\uff1a<\/strong><\/p><p>\u5f53\u524d\u6a21\u578b\u63a5\u6536\u8f93\u5165 \u2192 \u5b8c\u6210\u4efb\u52a1 \u2192 \u63a5\u6536\u8bc4\u5206\u3002\u4f46\u771f\u5b9e\u4e16\u754c\u4e2d\uff0c\u5927\u591a\u6570\u4efb\u52a1\uff08\u5982\u5ba2\u6237\u670d\u52a1\u3001\u8f6f\u4ef6\u5f00\u53d1\uff09\u90fd\u9700\u8981<strong>\u6301\u7eed\u7684\u4eba\u673a\u4e92\u52a8<\/strong>\u3002<\/p><p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/q9.itc.cn\/q_70\/images03\/20250417\/7acbebe5838346bf94f857a0b0805b8f.png\" width=\"640\" height=\"309\" \/><\/p><p>\u89e3\u51b3\u4e4b\u9053\u5c31\u662f\u91cd\u65b0\u8bbe\u8ba1\u8bc4\u4f30\u65b9\u5f0f\uff0c\u4e3a\u4e0b\u534a\u573a\u5236\u5b9a\u65b0\u7684\u6e38\u620f\u89c4\u5219\u3002<\/p><p>\u59da\u987a\u96e8\u8ba4\u4e3a\u521b\u65b0\u7684\u8bc4\u4f30\u5e94\u8be5\u8d34\u8fd1\u73b0\u5b9e\u4e16\u754c\u4efb\u52a1\u3001\u4f18\u5316\u6a21\u578b\u914d\u65b9\u89e3\u51b3\u4efb\u52a1\uff0c\u5f62\u6210\u65b0\u7684\u6b63\u5411\u5faa\u73af\u3002<\/p><blockquote><p>\u8fd9\u4e2a\u6e38\u620f\u5f88\u96be\uff0c\u56e0\u4e3a\u5b83\u964c\u751f\uff0c\u4f46\u662f\u4e5f\u5f88\u4ee4\u4eba\u5174\u594b\u3002<\/p><p>\u4e0a\u534a\u573a\u7684\u73a9\u5bb6\u89e3\u51b3\u89c6\u9891\u3001\u6e38\u620f\u548c\u8003\u8bd5\u4efb\u52a1\uff0c\u4e0b\u534a\u573a\u7684\u73a9\u5bb6\u5219\u5229\u7528\u667a\u80fd\u521b\u5efa\u6709\u7528\u7684\u4ea7\u54c1\uff0c\u5efa\u7acb\u8d77\u4ef7\u503c\u6570\u5341\u4ebf\u751a\u81f3\u6570\u4e07\u4ebf\u7f8e\u5143\u7684\u516c\u53f8\u3002<\/p><p>\u6b22\u8fce\u6765\u5230AI\u4e0b\u534a\u573a\uff01<\/p><\/blockquote><p>\u59da\u73ed\u5b66\u9738\u3001\u601d\u7ef4\u6811\u4f5c\u8005<\/p><p>\u6700\u540e\u518d\u6765\u4ecb\u7ecd\u4e00\u4e0b\u672c\u6587\u4f5c\u8005\u59da\u987a\u96e8\u3002<\/p><p>\u4ed6\u53bb\u5e74\u52a0\u5165OpenAI\uff0c\u62c5\u4efb\u7814\u7a76\u5458\uff0c\u8d1f\u8d23\u7814\u7a76\u667a\u80fd\u4f53\u3002<\/p><p>\u4ed6\u8eab\u4e0a\u7684\u5173\u952e\u5b57\u6709\uff1a<\/p><ul><li><p>\u6e05\u534e\u59da\u73ed<\/p><\/li><li><p>\u59da\u73ed\u8054\u5e2d\u4f1a\u4e3b\u5e2d<\/p><\/li><li><p>\u6e05\u534e\u5927\u5b66\u5b66\u751f\u8bf4\u5531\u793e\u8054\u5408\u521b\u59cb\u4eba<\/p><\/li><li><p>\u666e\u6797\u65af\u987f\u8ba1\u7b97\u673a\u535a\u58eb<\/p><\/li><\/ul><p>\u4ed6\u7684\u7814\u7a76\u6210\u679c\u5305\u62ec\uff1a<\/p><ul><li><p>\u601d\u7ef4\u6811\uff08Tree of Thoughts\uff09\uff1a\u8ba9LLM\u53cd\u590d\u601d\u8003\uff0c\u5927\u5e45\u63d0\u9ad8\u63a8\u7406\u80fd\u529b\u3002<\/p><\/li><li><p>SWE-bench\uff1a\u4e00\u4e2a\u5927\u6a21\u578b\u80fd\u529b\u8bc4\u4f30\u6570\u636e\u96c6\u3002<\/p><\/li><li><p>SWE-agent\uff1a\u4e00\u4e2a\u5f00\u6e90AI\u7a0b\u5e8f\u5458\u3002<\/p><\/li><\/ul><p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/q8.itc.cn\/q_70\/images03\/20250417\/8cadee114a4f420da7c5171ffe655d25.png\" width=\"640\" height=\"640\" \/><\/p><p>\u6700\u540e\uff0c\u60f3\u8981\u9605\u8bfb\u66f4\u539f\u6c41\u539f\u5473\u7684\u7248\u672c\uff0c\u53ef\u6233\uff1a<\/p><p>https:\/\/ysymyth.github.io\/The-Second-Half\/<a id=\"backsohucom\" title=\"\u70b9\u51fb\u8fdb\u5165\u641c\u72d0\u9996\u9875\" href=\"https:\/\/www.sohu.com\/?strategyid=00001&amp;spm=smpc.content.content.1.174496681800226OIc0T\" target=\"_blank\" rel=\"noopener\" data-spm-data=\"1\"><i class=\"backsohu\"><\/i><\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u660e\u654f \u6574\u7406\u81ea \u51f9\u975e\u5bfa<\/p>\n","protected":false},"author":1,"featured_media":3727,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-3725","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/posts\/3725","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/comments?post=3725"}],"version-history":[{"count":13,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/posts\/3725\/revisions"}],"predecessor-version":[{"id":3739,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/posts\/3725\/revisions\/3739"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/media\/3727"}],"wp:attachment":[{"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/media?parent=3725"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/categories?post=3725"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/tags?post=3725"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}