{"id":27637,"date":"2025-10-21T09:26:14","date_gmt":"2025-10-21T01:26:14","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=27637"},"modified":"2025-10-21T09:26:14","modified_gmt":"2025-10-21T01:26:14","slug":"gpt-5%e2%89%88o3-1%ef%bc%81openai%e9%a6%96%e6%ac%a1%e8%af%a6%e8%a7%a3%e6%80%9d%e8%80%83%e6%9c%ba%e5%88%b6%ef%bc%9arl%e9%a2%84%e8%ae%ad%e7%bb%83%e6%89%8d%e6%98%afagi%e6%ad%a3%e9%81%93","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/10\/21\/27637\/","title":{"rendered":"GPT-5\u2248o3.1\uff01OpenAI\u9996\u6b21\u8be6\u89e3\u601d\u8003\u673a\u5236\uff1aRL+\u9884\u8bad\u7ec3\u624d\u662fAGI\u6b63\u9053"},"content":{"rendered":"<div class=\"article-desc\">\u5982\u679c\u541110\u5e74\u524d\u7684\u4eba\u5c55\u793a\u4eca\u5929\u7684ChatGPT\uff0c\u4ed6\u4eec\u53ef\u80fd\u4f1a\u79f0\u4e4b\u4e3aAGI\u3002<\/div>\n<div id=\"postspictures\" class=\"article-content\">\n<div id=\"container\" class=\"container am-engine\" data-v-01a18e2f=\"\" data-element=\"root\">\n<blockquote>\n<p class=\"js_darkmode__2 js_darkmode__text__4\">\u5728\u67d0\u79cd\u7a0b\u5ea6\u4e0a\uff0cGPT-5\u53ef\u4ee5\u88ab\u89c6\u4f5c\u662fo3.1\u3002<\/p>\n<\/blockquote>\n<p class=\"js_darkmode__3 js_darkmode__text__6\">\u8be5\u89c2\u70b9\u51fa\u81eaOpenAI\u7814\u7a76\u526f\u603b\u88c1<strong>Jerry Tworek<\/strong>\u7684\u9996\u6b21\u64ad\u5ba2\u91c7\u8bbf\uff0c\u800cJerry\u5176\u4eba\uff0c\u6b63\u662f<strong>o1<\/strong>\u6a21\u578b\u7684\u4e3b\u5bfc\u8005\u4e4b\u4e00\u3002<\/p>\n<p class=\"js_darkmode__4\"><img data-dominant-color=\"a2958c\" data-has-transparency=\"true\" style=\"--dominant-color: #a2958c;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-27638\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/83126fd66d7926188989605e24822c04120714.png\" width=\"1080\" height=\"590\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/83126fd66d7926188989605e24822c04120714.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/83126fd66d7926188989605e24822c04120714-300x164.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/83126fd66d7926188989605e24822c04120714-1024x559.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/83126fd66d7926188989605e24822c04120714-150x82.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/83126fd66d7926188989605e24822c04120714-768x420.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__5 js_darkmode__text__14\">\u5728\u4ed6\u770b\u6765\uff0c\u76f8\u6bd4GPT-4\uff0c<strong>GPT-5\u66f4\u50cf\u662fo3\u7684\u8fed\u4ee3<\/strong>\uff0c\u800cOpenAI\u63a5\u4e0b\u6765\u8981\u505a\u7684\uff0c\u5c31\u662f\u518d\u521b\u9020\u4e00\u4e2a\u201co3\u5947\u8ff9\u201d\u2014\u2014\u6784\u5efa\u80fd\u529b\u66f4\u5f3a\u3001\u601d\u8003\u65f6\u95f4\u66f4\u957f\u3001\u80fd\u81ea\u4e3b\u4e0e\u591a\u7cfb\u7edf\u4e92\u52a8\u7684\u6a21\u578b\u3002<\/p>\n<p class=\"js_darkmode__6 js_darkmode__text__19\">\u5728\u957f\u8fbe\u4e00\u5c0f\u65f6\u7684\u8bbf\u8c08\u4e2d\uff0cJerry Tworek\u4f83\u4f83\u800c\u8c08\u81ea\u5df1\u5bf9GPT\u7cfb\u5217\u6a21\u578b\u7684\u601d\u8003\u3002<\/p>\n<p class=\"js_darkmode__7 js_darkmode__text__21\">\u4eceo1\u5230GPT-5\u7684\u6a21\u578b\u6f14\u53d8\u5386\u7a0b\u8bb2\u8d77\uff0c\u4ecb\u7ecdOpenAI\u7684\u6a21\u578b\u63a8\u7406\u8fc7\u7a0b\u3001\u516c\u53f8\u5185\u90e8\u67b6\u6784\u3001\u5f3a\u5316\u5b66\u4e60\u5bf9OpenAI\u7684\u610f\u4e49\uff0c\u4e2d\u95f4\u8fd8\u7a7f\u63d2\u4e86\u4ed6\u4e2a\u4eba\u8fdb\u5165OpenAI\u7684\u7ecf\u5386\uff0c\u4ee5\u53ca\u5bf9OpenAI\u672a\u6765\u8d70\u5411AGI\u7684\u60f3\u6cd5\u3002<\/p>\n<blockquote>\n<p class=\"js_darkmode__9 js_darkmode__text__24\">\u5982\u679c\u541110\u5e74\u524d\u7684\u4eba\u5c55\u793a\u4eca\u5929\u7684ChatGPT\uff0c\u4ed6\u4eec\u53ef\u80fd\u4f1a\u79f0\u4e4b\u4e3aAGI\u3002<\/p>\n<\/blockquote>\n<p class=\"js_darkmode__10 js_darkmode__text__26\">\u53e6\u5916\uff0c\u4ed6\u4e5f\u7740\u91cd\u80af\u5b9a\u4e86<strong>DeepSeek<\/strong>\u63d0\u51fa\u7684GRPO\u7b97\u6cd5\u8d21\u732e\uff0c\u63a8\u52a8\u4e86\u7f8e\u56fdRL\u7814\u7a76\u3002<\/p>\n<p class=\"js_darkmode__11\"><img data-dominant-color=\"4d413e\" data-has-transparency=\"true\" style=\"--dominant-color: #4d413e;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-27639\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/64e31354275d61a48bb8223f8011cd44b7a5d4.png\" width=\"1080\" height=\"590\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/64e31354275d61a48bb8223f8011cd44b7a5d4.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/64e31354275d61a48bb8223f8011cd44b7a5d4-300x164.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/64e31354275d61a48bb8223f8011cd44b7a5d4-1024x559.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/64e31354275d61a48bb8223f8011cd44b7a5d4-150x82.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/64e31354275d61a48bb8223f8011cd44b7a5d4-768x420.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__12 js_darkmode__text__31\">\u6709\u8da3\u7684\u662f\uff0c\u5f53\u4ed6\u8c08\u53ca\u81ea\u5df1\u4e5f\u662f<strong>ChatGPT\u7684\u91cd\u5ea6\u201c\u53d1\u70e7\u53cb\u201d<\/strong>\uff0c\u6bcf\u6708\u90fd\u4f1a\u82b1200\u7f8e\u5143\u5145\u503c\u5728\u4e0a\u9762\u65f6\uff0c\u7f51\u53cb\u53d1\u73b0\u4e86\u534e\u70b9\uff1a<\/p>\n<blockquote>\n<p class=\"js_darkmode__14 js_darkmode__text__37\">\u4e07\u4e07\u6ca1\u60f3\u5230\uff0cOpenAI\u81ea\u5bb6\u5458\u5de5\u4e5f\u8981\u4e3aChatGPT\u4ed8\u8d39\u3002\uff08doge\uff09<\/p>\n<\/blockquote>\n<p class=\"js_darkmode__15\"><img data-dominant-color=\"242322\" data-has-transparency=\"false\" style=\"--dominant-color: #242322;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-27640\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/f90e76a991ba74c5f06047379d899ceb9cdf1c.png\" width=\"1080\" height=\"150\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/f90e76a991ba74c5f06047379d899ceb9cdf1c.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/f90e76a991ba74c5f06047379d899ceb9cdf1c-300x42.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/f90e76a991ba74c5f06047379d899ceb9cdf1c-1024x142.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/f90e76a991ba74c5f06047379d899ceb9cdf1c-150x21.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/f90e76a991ba74c5f06047379d899ceb9cdf1c-768x107.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__16 js_darkmode__text__39\">\u4e0d\u8fc7\u6709\u4e00\u8bf4\u4e00\uff0c\u8fd9\u573a\u8bbf\u8c08\u7684\u77e5\u8bc6\u5bc6\u5ea6\u7206\u70b8\uff0c\u975e\u5e38\u503c\u5f97\u4e00\u770b\uff0c\u8fde\u4ed6\u672c\u4eba\u5728\u793e\u5a92\u53d1\u5e16\uff0c\u4e5f\u8bf4\uff1a<\/p>\n<blockquote>\n<p class=\"js_darkmode__18 js_darkmode__text__42\">\u5982\u679c\u4f60\u60f3\u8981\u6df1\u5165\u4e86\u89e3RL\uff0c\u90a3\u4e48\u8fd9\u4e2a\u64ad\u5ba2\u4e0d\u5bb9\u9519\u8fc7\u3002<\/p>\n<\/blockquote>\n<p class=\"js_darkmode__19\"><img data-dominant-color=\"212122\" data-has-transparency=\"false\" style=\"--dominant-color: #212122;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-27641\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/474c939225566412d4468308c19ebc5233ff91.png\" width=\"1080\" height=\"225\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/474c939225566412d4468308c19ebc5233ff91.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/474c939225566412d4468308c19ebc5233ff91-300x63.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/474c939225566412d4468308c19ebc5233ff91-1024x213.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/474c939225566412d4468308c19ebc5233ff91-150x31.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/474c939225566412d4468308c19ebc5233ff91-768x160.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<h2>GPT-5\u5982\u4f55\u601d\u8003<\/h2>\n<p class=\"js_darkmode__21 js_darkmode__text__46\">\u4e3b\u6301\u4ebaMatt Turk\u9996\u5148\u629b\u51fa\u4e86\u4e00\u4e2a\u6240\u6709\u4eba\u90fd\u5f88\u597d\u5947\u7684\u95ee\u9898\uff1a<\/p>\n<blockquote>\n<p class=\"js_darkmode__23 js_darkmode__text__49\">\u5f53\u6211\u4eec\u548cChatGPT\u804a\u5929\u65f6\uff0c\u5b83\u4eec\u6b63\u5728\u601d\u8003\u4e9b\u4ec0\u4e48\uff1f<\/p>\n<\/blockquote>\n<p class=\"js_darkmode__24 js_darkmode__text__51\">\u7b80\u5355\u6765\u8bf4\u5c31\u662f\uff0c<strong>\u4ec0\u4e48\u662f\u6a21\u578b\u7684\u63a8\u7406<\/strong>\u3002<\/p>\n<p class=\"js_darkmode__25 js_darkmode__text__56\">Jerry Tworek\u5f53\u5373\u4e00\u8bed\u4e2d\u7684\uff0c\u6a21\u578b\u7684\u63a8\u7406\u8fc7\u7a0b\u7c7b\u6bd4\u4e8e\u4eba\u7c7b\u7684\u601d\u8003\uff0c\u672c\u8d28\u4e0a\u90fd\u662f\u5bfb\u627e\u672a\u77e5\u7b54\u6848\u7684\u8fc7\u7a0b\uff0c\u671f\u95f4\u53ef\u80fd\u6d89\u53ca\u6267\u884c\u8ba1\u7b97\u3001\u67e5\u627e\u4fe1\u606f\u6216\u81ea\u6211\u5b66\u4e60\u3002<\/p>\n<p class=\"js_darkmode__26\"><img data-dominant-color=\"f5c95c\" data-has-transparency=\"true\" style=\"--dominant-color: #f5c95c;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-27642\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/145985450ec0ced3d12191bb940da8b068eadd.png\" width=\"1080\" height=\"1074\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/145985450ec0ced3d12191bb940da8b068eadd.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/145985450ec0ced3d12191bb940da8b068eadd-300x298.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/145985450ec0ced3d12191bb940da8b068eadd-1024x1018.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/145985450ec0ced3d12191bb940da8b068eadd-150x150.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/145985450ec0ced3d12191bb940da8b068eadd-768x764.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__27 js_darkmode__text__58\">\u63a8\u7406\u8fc7\u7a0b\u5177\u4f53\u8868\u73b0\u5728<strong>\u601d\u7ef4\u94fe<\/strong>\u4e0a\uff0c\u81ea\u4eceOpenAI\u53d1\u5e03o1\u6a21\u578b\u4ee5\u6765\uff0c\u8fd9\u4e2a\u6982\u5ff5\u5f00\u59cb\u53d8\u5f97\u5e7f\u4e3a\u4eba\u77e5\u3002<\/p>\n<p class=\"js_darkmode__28 js_darkmode__text__63\">\u5b83\u662f\u5c06\u6a21\u578b\u7684\u601d\u7ef4\u8fc7\u7a0b\u7528\u4eba\u7c7b\u7684\u8bed\u8a00\u53e3\u8bed\u5316\u8868\u8ff0\u51fa\u6765\uff0c\u6574\u4e2a\u8fc7\u7a0b\u5c31\u662f\uff1a\u8bed\u8a00\u6a21\u578b\u5728\u5927\u91cf\u4eba\u7c7b\u77e5\u8bc6\u4e0a\u8bad\u7ec3\u3001\u5b66\u4e60\u5982\u4f55\u50cf\u4eba\u7c7b\u4e00\u6837\u601d\u8003\uff0c\u7136\u540e\u901a\u8fc7\u601d\u7ef4\u94fe\u201c\u7ffb\u8bd1\u201d\u56de\u4eba\u7c7b\u3002<\/p>\n<p class=\"js_darkmode__29 js_darkmode__text__65\">\u65e9\u671f\u5982\u679c\u60f3\u8981\u6fc0\u53d1\u601d\u7ef4\u94fe\uff0c\u9700\u8981\u5728\u63d0\u793a\u8bcd\u4e2d\u63cf\u8ff0<strong>\u201c\u8ba9\u6211\u4eec\u4e00\u6b65\u6b65\u89e3\u51b3\u5b83\u201d<\/strong>\uff0c\u56e0\u4e3a\u5982\u679c\u76f4\u63a5\u63d0\u95ee\uff0c\u6a21\u578b\u53ef\u80fd\u4f1a\u63a8\u7406\u5931\u8d25\uff0c\u4f46\u53ea\u8981\u8ba9\u5b83\u5206\u6b65\u8fdb\u884c\uff0c\u5b83\u5c31\u4f1a\u751f\u6210\u4e00\u7cfb\u5217\u601d\u7ef4\u94fe\uff0c\u5e76\u6700\u7ec8\u5f97\u51fa\u7ed3\u679c\u3002<\/p>\n<p class=\"js_darkmode__30 js_darkmode__text__70\">\u6240\u4ee5\u901a\u5e38\u60c5\u51b5\u4e0b\uff0c<strong>\u6a21\u578b\u5728\u63a8\u7406\u4e2d\u82b1\u8d39\u7684\u65f6\u95f4\u8d8a\u957f\uff0c\u7ed3\u679c\u5f80\u5f80\u4f1a\u66f4\u597d<\/strong>\u3002<\/p>\n<p class=\"js_darkmode__31 js_darkmode__text__75\">\u4f46OpenAI\u5728\u5b9e\u9645\u7528\u6237\u53cd\u9988\u4e2d\u53d1\u73b0\uff0c\u4e00\u822c\u7528\u6237\u5e76\u4e0d\u559c\u6b22\u82b1\u8d39\u5927\u91cf\u65f6\u95f4\u5728\u7b49\u5f85\u4e0a\uff0c\u8fd9\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u4e5f\u5f71\u54cd\u4e86\u4ed6\u4eec\u6784\u5efa\u6a21\u578b\u7684\u51b3\u7b56\u8def\u7ebf\u3002<\/p>\n<p class=\"js_darkmode__32 js_darkmode__text__77\">\u73b0\u5728OpenAI\u4f1a\u540c\u65f6\u5c06\u9ad8\u63a8\u7406\u6a21\u578b\u4e0e\u4f4e\u63a8\u7406\u6a21\u578b\u901a\u901a\u90fd\u5f00\u653e\u7ed9\u7528\u6237\uff0c\u5c06\u6a21\u578b\u601d\u8003\u65f6\u957f\u7684\u9009\u62e9\u6743\u4ea4\u8fd8\u7528\u6237\uff0c\u540c\u65f6\u5185\u90e8\u5c1d\u8bd5\u7f16\u7801\u542f\u53d1\u5f0f\u65b9\u6cd5\u4ee5\u627e\u5230\u5408\u9002\u7684\u5e73\u8861\u3002<\/p>\n<p class=\"js_darkmode__33 js_darkmode__text__79\">\u800cOpenAI\u63a8\u7406\u6a21\u578b\u7684\u4f0a\u59cb\u8fd8\u5f97\u4ece<strong>o1<\/strong>\u8bf4\u8d77\u3002<\/p>\n<p class=\"js_darkmode__34\"><img data-dominant-color=\"827c72\" data-has-transparency=\"true\" style=\"--dominant-color: #827c72;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-27643\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/5930ebf447848716588204bfeb9ffba4936007.png\" width=\"1080\" height=\"602\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/5930ebf447848716588204bfeb9ffba4936007.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/5930ebf447848716588204bfeb9ffba4936007-300x167.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/5930ebf447848716588204bfeb9ffba4936007-1024x571.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/5930ebf447848716588204bfeb9ffba4936007-150x84.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/5930ebf447848716588204bfeb9ffba4936007-768x428.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__35 js_darkmode__text__84\">\u8fd9\u4e5f\u662fOpenAI\u53d1\u5e03\u7684\u7b2c\u4e00\u4e2a\u6b63\u5f0f\u7684\u63a8\u7406\u6a21\u578b\u3002<\/p>\n<p class=\"js_darkmode__36 js_darkmode__text__86\">\u4e0d\u8fc7\u4f5c\u4e3ao1\u7684\u4e3b\u8981\u8d1f\u8d23\u4eba\uff0cJerry\u4e5f\u76f8\u5f53\u5766\u8bda\u5730\u8868\u793a\uff0co1\u4e3b\u8981\u64c5\u957f\u89e3\u51b3\u8c1c\u9898\uff0c\u6240\u4ee5\u4e0e\u5176\u8bf4\u5b83\u662f\u771f\u6b63\u6709\u7528\u7684\u4ea7\u54c1\uff0c\u66f4\u50cf\u662f\u4e00\u6b21\u6280\u672f\u6f14\u793a\u3002<\/p>\n<p class=\"js_darkmode__37 js_darkmode__text__88\">\u968f\u540e\u662f<strong>o3<\/strong>\u7684\u51fa\u73b0\u6539\u53d8\u4e86\u8fd9\u79cd\u5c40\u9762\uff0c\u5b83\u4e5f\u4ee3\u8868\u4e86AI\u53d1\u5c55\u8fc7\u7a0b\u4e2d\u7684\u7ed3\u6784\u6027\u8f6c\u53d8\u3002<\/p>\n<p class=\"js_darkmode__38 js_darkmode__text__93\">\u5b83\u662f\u771f\u6b63\u610f\u4e49\u4e0a\u6709\u7528\u7684\uff0c\u80fd\u591f\u719f\u7ec3\u4f7f\u7528\u5de5\u5177\u4ee5\u53ca\u5404\u79cd\u6765\u6e90\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u5e76\u5728\u5bfb\u6c42\u7b54\u6848\u7684\u8fc7\u7a0b\u4e2d\u5448\u73b0\u51fa\u575a\u6301\u4e0d\u61c8\u5228\u6839\u95ee\u5e95\u7684\u72b6\u6001\u3002<\/p>\n<p class=\"js_darkmode__39\"><img data-dominant-color=\"f3efd5\" data-has-transparency=\"false\" style=\"--dominant-color: #f3efd5;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-27644\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/19ba60661c70a75f20e23099c24a0dbfc12e6e.png\" width=\"1080\" height=\"600\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/19ba60661c70a75f20e23099c24a0dbfc12e6e.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/19ba60661c70a75f20e23099c24a0dbfc12e6e-300x167.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/19ba60661c70a75f20e23099c24a0dbfc12e6e-1024x569.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/19ba60661c70a75f20e23099c24a0dbfc12e6e-150x83.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/19ba60661c70a75f20e23099c24a0dbfc12e6e-768x427.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__40 js_darkmode__text__95\">Jerry\u672c\u4eba\u81ea\u5df1\u4e5f\u662f\u4eceo3\u5f00\u59cb\u5b8c\u5168\u4fe1\u8d56\u63a8\u7406\u6a21\u578b\u7684\u3002<\/p>\n<p class=\"js_darkmode__41 js_darkmode__text__97\">\u6240\u4ee5\u4ece\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u8bb2\uff0cGPT-5\u66f4\u50cf\u662f<strong>o3\u7684\u8fed\u4ee3<\/strong>\u2014\u2014o3.1\uff0c\u62e5\u6709\u4e00\u8109\u76f8\u627f\u7684\u601d\u8003\u8fc7\u7a0b\u3002<\/p>\n<p class=\"js_darkmode__42 js_darkmode__text__102\">\u5728\u4e4b\u540e\uff0cOpenAI\u4e5f\u4f1a\u7ee7\u7eed\u5bfb\u6c42\u4e0b\u4e00\u4e2a\u91cd\u5927\u98de\u8dc3\uff0c\u5373\u80fd\u529b\u66f4\u5f3a\u3001\u601d\u8003\u66f4\u4f18\uff0c\u4e5f\u66f4\u81ea\u4e3b\u7684\u63a8\u7406\u6a21\u578b\u3002<\/p>\n<h2>\u52a0\u5165OpenAI\u662f\u81ea\u7136\u800c\u7136\u7684\u8fc7\u7a0b<\/h2>\n<p class=\"js_darkmode__44 js_darkmode__text__106\">\u4f46\u6b63\u662f\u8fd9\u6837\u4e00\u4e2a\u4e3b\u5bfcOpenAI\u63a8\u7406\u6a21\u578b\u7684\u5173\u952e\u4eba\u7269\uff0cJerry Tworek\u6700\u521d\u8fdb\u5165\u8fd9\u4e2a\u9886\u57df\u5374\u9887\u6709\u4e00\u79cd\u547d\u5b9a\u611f\uff0c\u72ec\u5c5e\u4e8e\u5929\u624d\u7684\u7075\u5149\u4e00\u73b0\u3002<\/p>\n<p class=\"js_darkmode__45 js_darkmode__text__108\">Jerry\u5c06\u8fd9\u4e2a\u8fc7\u7a0b\u6bd4\u55bb\u4e3a<strong>\u4e00\u9897\u6c34\u6676\u7684\u8bde\u751f<\/strong>\uff0c\u4e0e\u751f\u4ff1\u6765\u60f3\u8981\u4ece\u4e8b\u79d1\u5b66\u7814\u7a76\u7684\u60f3\u6cd5\uff0c\u5728\u968f\u540e\u7684\u5b66\u4e60\u5de5\u4f5c\u751f\u6daf\u4e2d\u9010\u6e10\u660e\u786e\uff0c\u7136\u540e\u5f53OpenAI\u51fa\u73b0\u7684\u90a3\u4e00\u523b\uff0c\u53ee\u549a\uff0c\u65f6\u673a\u5df2\u5230\u3002<\/p>\n<p class=\"js_darkmode__46 js_darkmode__text__113\">\u800c\u8fd9\u4e00\u5207\u8fd8\u5f97\u4ece\u4ed6\u513f\u65f6\u8bf4\u8d77\uff0cJerry\u5728\u6ce2\u5170\u957f\u5927\uff0c\u4ece\u5c0f\u8868\u73b0\u51fa\u8d85\u8d8a\u540c\u9f84\u4eba\u7684\u5929\u8d4b\uff0c\u5305\u62ec\u6570\u5b66\u548c\u79d1\u5b66\uff0c\u7528\u4ed6\u81ea\u5df1\u7684\u8bdd\u6765\u8bf4\u5c31\u662f\uff1a<\/p>\n<blockquote>\n<p class=\"js_darkmode__48 js_darkmode__text__116\">\u5b83\u4eec\u662f\u81ea\u7136\u800c\u7136\u9002\u5408\u6211\u7684\u4e1c\u897f\u3002<\/p>\n<\/blockquote>\n<p class=\"js_darkmode__49 js_darkmode__text__118\">18\u5c81\u7684\u65f6\u5019\u60f3\u8981\u6210\u4e3a\u4e00\u540d\u6570\u5b66\u5bb6\uff0c\u4e8e\u662f\u8fdb\u5165\u534e\u6c99\u5927\u5b66\u5b66\u4e60\u6570\u5b66\uff0c\u6e34\u671b\u8ffd\u6c42\u771f\u7406\uff0c\u4f46\u201c\u53db\u9006\u201d\u7684\u4ed6\u56e0\u4e3a\u538c\u5026\u5b66\u672f\u754c\u7684\u6b7b\u677f\u548c\u4e25\u82db\uff0c\u653e\u5f03\u4e86\u8fd9\u4e2a\u7406\u60f3\u3002<\/p>\n<p class=\"js_darkmode__50 js_darkmode__text__120\">\u4e3a\u4e86\u517b\u5bb6\u7cca\u53e3\uff0c\u4ed6\u51b3\u5b9a\u6210\u4e3a\u4e00\u540d\u4ea4\u6613\u5458\uff0c\u5229\u7528\u81ea\u5df1\u7684\u6570\u5b66\u6280\u80fd\u8c0b\u751f\uff0c\u66fe\u5728\u6469\u6839\u5927\u901a\u7684\u80a1\u7968\u884d\u751f\u54c1\u4ea4\u6613\u90e8\u95e8\u5b9e\u4e60\uff0c\u968f\u540e\u53c8\u79bb\u804c\u521b\u7acb\u5bf9\u51b2\u57fa\u91d1\u3002<\/p>\n<p class=\"js_darkmode__51 js_darkmode__text__122\">\u51e0\u5e74\u4e4b\u540e\uff0c\u5bf9\u4ea4\u6613\u5de5\u4f5c\u518d\u6b21\u611f\u5230\u538c\u5026\u7684\u4ed6\uff0c\u9677\u5165\u4e86\u804c\u4e1a\u671f\u74f6\u9888\u3002<\/p>\n<p class=\"js_darkmode__52\"><img data-dominant-color=\"ededed\" data-has-transparency=\"false\" style=\"--dominant-color: #ededed;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-27645\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/5509fea97a314e939f4472fd1accd8894d2132.jpg\" width=\"1080\" height=\"418\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/5509fea97a314e939f4472fd1accd8894d2132.jpg 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/5509fea97a314e939f4472fd1accd8894d2132-300x116.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/5509fea97a314e939f4472fd1accd8894d2132-1024x396.jpg 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/5509fea97a314e939f4472fd1accd8894d2132-150x58.jpg 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/5509fea97a314e939f4472fd1accd8894d2132-768x297.jpg 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__53 js_darkmode__text__124\">\u76f4\u5230DeepMind\u7684<strong>DQN<\/strong>\u667a\u80fd\u4f53\u7684\u51fa\u73b0\u6253\u7834\u4e86\u8fd9\u4e00\u50f5\u5c40\uff0c\u4ed6\u88ab\u5176\u4e2d\u7684\u5f3a\u5316\u5b66\u4e60\u6df1\u6df1\u5438\u5f15\uff0c\u6b64\u524d\u4ed6\u8ba4\u4e3a\u5206\u7c7b\u5668\u5176\u5b9e\u5e76\u4e0d\u667a\u80fd\uff0c\u4f46DQN\u5c55\u793a\u51fa\u5b66\u4e60\u590d\u6742\u884c\u4e3a\u7684\u80fd\u529b\u3002<\/p>\n<p class=\"js_darkmode__54 js_darkmode__text__129\">\u4e8e\u662f\u57282019\u5e74\u4ed6\u52a0\u5165\u4e86OpenAI\uff0c\u4f46\u6700\u5f00\u59cb\u4ed6\u5728\u91cc\u9762\u4ece\u4e8b\u7684\u662f\u673a\u5668\u4eba\u9879\u76ee\uff0c\u4e13\u6ce8\u4e8e\u7075\u5de7\u64cd\u4f5c\u3002\u800c\u8fd9\u4e2a\u9879\u76ee\u4e5f\u6b63\u662fOpenAI\u8457\u540d\u7684<strong>\u201c\u7528\u673a\u5668\u4eba\u89e3\u51b3\u9b54\u65b9\u201d<\/strong>\u9879\u76ee\uff0c\u662f\u5f3a\u5316\u5b66\u4e60\u4e0e\u4eff\u771f\u5b9e\u4f53\u4ea4\u4e92\u7684\u4ee3\u8868\u4f5c\u4e4b\u4e00\u3002<\/p>\n<p class=\"js_darkmode__55 js_darkmode__text__134\">\u968f\u540e\u5c31\u662f\u4f17\u6240\u5468\u77e5\u7684\u9886\u5bfco1\u9879\u76ee\u3001\u63a8\u52a8OpenAI\u6a21\u578b\u80fd\u529b\u8fdb\u6b65\uff0c\u800c\u76ee\u524d\u4ed6\u7684\u4e3b\u8981\u5de5\u4f5c\u5185\u5bb9\u662f\u548c\u5176\u4ed6\u7814\u7a76\u4eba\u5458\u4ea4\u6d41\uff0c\u96c6\u601d\u5e7f\u76ca\u5b8c\u5584\u7814\u7a76\u8ba1\u5212\u3002<\/p>\n<p class=\"js_darkmode__56 js_darkmode__text__136\">\u5728OpenAI\u5185\u90e8\uff0c\u636eJerry\u6240\u8bf4\uff0c\u5de5\u4f5c\u7ed3\u6784\u76f8\u5f53\u72ec\u7279\uff0c\u662f<strong>\u81ea\u4e0a\u800c\u4e0b<\/strong>\u4e0e<strong>\u81ea\u4e0b\u800c\u4e0a<\/strong>\u7684\u7ed3\u5408\u3002<\/p>\n<p class=\"js_darkmode__57\"><img data-dominant-color=\"8d603d\" data-has-transparency=\"true\" style=\"--dominant-color: #8d603d;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-27646\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/f70bca5846e4b719c5399522c9c7ee9add1737.png\" width=\"1080\" height=\"604\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/f70bca5846e4b719c5399522c9c7ee9add1737.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/f70bca5846e4b719c5399522c9c7ee9add1737-300x168.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/f70bca5846e4b719c5399522c9c7ee9add1737-1024x573.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/f70bca5846e4b719c5399522c9c7ee9add1737-150x84.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/f70bca5846e4b719c5399522c9c7ee9add1737-768x430.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__58 js_darkmode__text__144\">\u5177\u4f53\u6765\u8bf4\u5c31\u662f\uff0c\u516c\u53f8\u6574\u4f53\u4e13\u6ce8\u4e8e\u4e09\u5230\u56db\u4e2a\u6838\u5fc3\u9879\u76ee\uff0c\u96c6\u4e2d\u7cbe\u529b\u62bc\u6ce8\uff0c\u800c\u7814\u7a76\u4eba\u5458\u5728\u9879\u76ee\u5185\u90e8\u4eab\u6709\u76f8\u5bf9\u81ea\u4e0b\u800c\u4e0a\u7684\u81ea\u7531\u3002<\/p>\n<p class=\"js_darkmode__59 js_darkmode__text__146\">\u6574\u4e2a\u7814\u7a76\u90e8\u95e8\u603b\u8ba1\u7ea6600\u4eba\uff0c\u4f46\u6bcf\u4e2a\u4eba\u90fd\u77e5\u9053\u9879\u76ee\u7684\u6240\u6709\u5185\u5bb9\uff0c\u56e0\u4e3a\u5728OpenAI\u770b\u6765\uff0c<strong>\u8ba9\u7814\u7a76\u4eba\u5458\u56e0\u4e3a\u65e0\u6cd5\u83b7\u53d6\u5168\u90e8\u4fe1\u606f\u800c\u4e0d\u80fd\u505a\u51fa\u6700\u4f73\u7814\u7a76\uff0c\u8fd9\u4e2a\u98ce\u9669\u8fdc\u9ad8\u4e8e\u77e5\u8bc6\u4ea7\u6743\u6cc4\u6f0f<\/strong>\u3002<\/p>\n<p class=\"js_darkmode__60 js_darkmode__text__151\">\u800cOpenAI\u4e4b\u6240\u4ee5\u80fd\u591f\u5feb\u901f\u53d1\u5e03\u4ea7\u54c1\uff0c\u4e00\u5e74\u65f6\u95f4\u5c31\u4eceo1\u5230GPT-5\uff0c\u5f52\u6839\u7ed3\u5e95\u662f\u56e0\u4e3a\u4ed6\u4eec\u62e5\u6709\u826f\u597d\u7684\u8fd0\u8425\u7ed3\u6784\u3001\u5de8\u5927\u7684\u53d1\u5c55\u52bf\u5934\uff0c\u4ee5\u53ca\u9876\u5c16\u4eba\u624d\u7684\u9ad8\u6548\u4ea7\u51fa\uff0c\u4ed6\u4eec\u90fd\u76f8\u4fe1\u81ea\u5df1\u6240\u505a\u5de5\u4f5c\u7684\u610f\u4e49\uff1a<\/p>\n<blockquote>\n<p class=\"js_darkmode__62 js_darkmode__text__154\">AI\u5728\u5386\u53f2\u4e0a\u53ea\u4f1a\u88ab\u6784\u5efa\u548c\u90e8\u7f72\u4e00\u6b21\u3002<\/p>\n<\/blockquote>\n<p class=\"js_darkmode__63 js_darkmode__text__156\">\u53e6\u5916\u5458\u5de5\u4eec\u4e5f\u4f1a\u5927\u91cf\u4f7f\u7528\u5185\u90e8\u5de5\u5177\uff0cJerry\u81ea\u5df1\u5c31\u662fChatGPT\u7684\u6df1\u5ea6\u7528\u6237\uff0c\u6bcf\u4e2a\u6708\u90fd\u4f1a\u4e3a\u5176\u652f\u4ed8\u8d39\u7528\uff0c\u53e6\u5916\u4f8b\u5982<strong>CodeX<\/strong>\u4e5f\u88ab\u5e7f\u6cdb\u5e94\u7528\u5728\u5185\u90e8\u7684\u4ee3\u7801\u7f16\u5199\u4e2d\u3002<\/p>\n<h2>RL\u5bf9OpenAI\u7684\u5173\u952e\u4e00\u51fb<\/h2>\n<p class=\"js_darkmode__65 js_darkmode__text__163\">\u5bf9Jerry\u672c\u4eba\u6765\u8bf4\uff0c<strong>\u5f3a\u5316\u5b66\u4e60<\/strong>\u662f\u5f15\u9886\u4ed6\u8d70\u8fdbOpenAI\u7684\u94a5\u5319\uff0c\u800c\u653e\u773c\u770bOpenAI\u6574\u4e2a\u516c\u53f8\uff0cRL\u4e5f\u662f\u591a\u6b21\u8f6c\u6298\u7684\u5173\u952e\u3002<\/p>\n<p class=\"js_darkmode__66 js_darkmode__text__168\">\u4eca\u5929\u7684\u8bed\u8a00\u6a21\u578b\u53ef\u4ee5\u88ab\u8ba4\u4e3a\u662f<strong>\u9884\u8bad\u7ec3\u548c\u5f3a\u5316\u5b66\u4e60\u7684\u7ed3\u5408<\/strong>\uff1a\u5148\u8fdb\u884c\u9884\u8bad\u7ec3\uff0c\u7136\u540e\u5728\u5176\u4e4b\u4e0a\u8fdb\u884c\u5f3a\u5316\u5b66\u4e60\uff0c\u4e8c\u8005\u7f3a\u4e00\u4e0d\u53ef\u3002\u8fd9\u4e5f\u662fOpenAI\u81ea2019\u5e74\u8d77\u7684\u7814\u7a76\u8ba1\u5212\u6838\u5fc3\u3002<\/p>\n<p class=\"js_darkmode__67 js_darkmode__text__173\">\u4e0d\u8fc7\u8981\u60f3\u8fdb\u4e00\u6b65\u4e86\u89e3RL\u5728OpenAI\u7684\u5730\u4f4d\uff0c\u9996\u5148\u8981\u5148\u6e05\u695a\u4ec0\u4e48\u662fRL\u3002<\/p>\n<p class=\"js_darkmode__68 js_darkmode__text__175\">Jerry\u8ba4\u4e3a\uff0cRL\u7c7b\u4f3c\u4e8e\u8bad\u7ec3\u72d7\uff0c\u5f53\u72d7\u8868\u73b0\u826f\u597d\u65f6\uff0c\u53ef\u4ee5\u7ed9\u4e88\u201c\u5956\u52b1\u201d\uff08\u96f6\u98df\u6216\u5fae\u7b11\uff09\uff0c\u5f53\u72d7\u505a\u9519\u4e8b\u65f6\uff0c\u7ed9\u4e88\u201c\u60e9\u7f5a\u201d\uff08\u4f8b\u5982\u8f6c\u79fb\u6ce8\u610f\u529b\u3001\u8868\u8fbe\u4e0d\u60a6\u60c5\u7eea\uff09\u3002<\/p>\n<p class=\"js_darkmode__69 js_darkmode__text__183\">RL\u5c31\u662f\u5728\u6a21\u578b\u4e2d\u63d0\u4f9b\u7c7b\u4f3c\u4f5c\u7528\uff0c\u5982\u679c\u6a21\u578b\u7684\u884c\u4e3a\u6b63\u786e\u5c31\u7ed9\u4e88\u79ef\u6781\u5956\u52b1\uff0c\u53cd\u4e4b\u884c\u4e3a\u4e0d\u6b63\u786e\u5c31\u7ed9\u4e88\u8d1f\u9762\u5956\u52b1\uff0c\u5176\u4e2d\u7684\u5173\u952e\u5728\u4e8e\u7b56\u7565\u548c\u73af\u5883\uff1a<\/p>\n<ul data-id=\"u738a58b-dCCje5nZ\">\n<li data-id=\"l34939b2-efLMjGpL\"><strong>\u7b56\u7565\uff1a<\/strong>\u6307\u6a21\u578b\u7684\u884c\u4e3a\uff0c\u662f\u4e00\u4e2a\u5c06\u89c2\u5bdf\u7ed3\u679c\u6620\u5c04\u5230\u884c\u52a8\u7684\u6570\u5b66\u51fd\u6570\u3002<\/li>\n<li data-id=\"l34939b2-cXpYj2QS\"><strong>\u73af\u5883\uff1a<\/strong>\u6a21\u578b\u6240\u770b\u5230\u7684\u4e00\u5207\uff0c\u5fc5\u987b\u662f\u4ea4\u4e92\u5f0f\u7684\uff0c\u800c\u73af\u5883\u4f1a\u6839\u636e\u6a21\u578b\u7684\u884c\u52a8\u800c\u6f14\u53d8\uff0c\u6bd4\u5982\u5b66\u4e60\u5f39\u5409\u4ed6\u65f6\uff0c\u4f1a\u6839\u636e\u62e8\u5f26\u53d1\u51fa\u7684\u58f0\u97f3\u83b7\u5f97\u53cd\u9988\u3002RL\u5c31\u662f\u6559\u6a21\u578b\u5bf9\u73af\u5883\u53d8\u5316\u505a\u51fa\u53cd\u5e94\u7684\u552f\u4e00\u9014\u5f84\u3002<\/li>\n<\/ul>\n<p class=\"js_darkmode__71 js_darkmode__text__196\">\u968f\u540eDeepMind\u7684DQN\u5c06RL\u5e26\u5230\u4e86\u65b0\u7684\u9636\u6bb5\u2014\u2014<strong>Deep RL<\/strong>\uff0c\u5b83\u5c06\u795e\u7ecf\u7f51\u7edc\u4e0e\u5f3a\u5316\u5b66\u4e60\u76f8\u7ed3\u5408\uff0c\u8bde\u751f\u51fa\u771f\u6b63\u6709\u610f\u4e49\u7684\u667a\u80fd\u4f53\u3002<\/p>\n<p class=\"js_darkmode__72\"><img data-dominant-color=\"0b0b0b\" data-has-transparency=\"false\" style=\"--dominant-color: #0b0b0b;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-27647\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/91038b52063780d28270765e5c996868046145.png\" width=\"1080\" height=\"373\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/91038b52063780d28270765e5c996868046145.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/91038b52063780d28270765e5c996868046145-300x104.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/91038b52063780d28270765e5c996868046145-1024x354.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/91038b52063780d28270765e5c996868046145-150x52.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/91038b52063780d28270765e5c996868046145-768x265.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__73 js_darkmode__text__201\">Jerry\u4e5f\u5206\u4eab\u4e86\u5f53\u5e74<strong>GPT-4<\/strong>\u521a\u8bad\u7ec3\u5b8c\u6210\u7684\u6545\u4e8b\uff0c\u90a3\u65f6\u5185\u90e8\u56e2\u961f\u5bf9\u5176\u8868\u73b0\u5e76\u4e0d\u6ee1\u610f\uff0c\u56e0\u4e3aGPT-4\u5728\u8f83\u957f\u7684\u56de\u7b54\u4e2d\u59cb\u7ec8\u7f3a\u4e4f\u8fde\u8d2f\u6027\u3002<\/p>\n<p class=\"js_darkmode__74 js_darkmode__text__206\">\u540e\u7eed\u662f\u901a\u8fc7<strong>RLHF<\/strong>\uff08\u57fa\u4e8e\u4eba\u7c7b\u53cd\u9988\u7684\u5f3a\u5316\u5b66\u4e60\uff09\u89e3\u51b3\u4e86\u8fd9\u4e2a\u95ee\u9898\uff0c\u5373\u8ba9\u4eba\u7c7b\u5bf9\u6a21\u578b\u8f93\u51fa\u7684\u5185\u5bb9\u63d0\u4f9b\u53cd\u9988\uff0c\u5e76\u4ee5\u6b64\u4f5c\u4e3a\u5956\u52b1\u3002<\/p>\n<p class=\"js_darkmode__75 js_darkmode__text__213\">\u4e5f\u6b63\u662f\u56e0\u4e3aGPT-4\u78b0\u5230\u4e86RLHF\uff0c\u4e16\u754c\u624d\u62e5\u6709\u4e86<strong>\u201cChatGPT\u65f6\u523b\u201d<\/strong>\u3002<\/p>\n<p class=\"js_darkmode__77 js_darkmode__text__218\">\u6700\u8fd1OpenAI\u5728<strong>\u7f16\u7a0b\u7ade\u8d5b<\/strong>\u4e2d\u51fa\u4e4e\u610f\u6599\u7684\u4f18\u5f02\u8868\u73b0\uff0cJerry\u8bf4\u4e5f\u662f\u56e0\u4e3a\u7814\u7a76\u4eba\u5458\u957f\u671f\u4f7f\u7528\u7f16\u7a0b\u8c1c\u9898\u4f5c\u4e3a\u6d4b\u8bd5\u5e73\u53f0\uff0c\u6765\u5c1d\u8bd5\u4ed6\u4eec\u7684RL\u60f3\u6cd5\u3002<\/p>\n<p class=\"js_darkmode__78 js_darkmode__text__223\">\u65e0\u5fc3\u63d2\u67f3\u67f3\u6210\u836b\uff0c\u5728\u4ed6\u4eec\u7814\u7a76RL\u7684\u8fdb\u7a0b\u4e2d\uff0c\u4e5f\u4e3aOpenAI\u5e26\u6765\u4e86\u9636\u6bb5\u6027\u8363\u8a89\u3002<\/p>\n<p class=\"js_darkmode__79 js_darkmode__text__225\">\u6240\u4ee5\u53ea\u8981\u80fd\u591f\u8bc4\u4f30\u5f53\u524d\u7ed3\u679c\u5e76\u8ba1\u7b97\u53cd\u9988\u4fe1\u53f7\uff0cRL\u5c31\u80fd\u5e94\u7528\u5728\u4efb\u4f55\u9886\u57df\uff0c\u5373\u4f7f\u7b54\u6848\u4e0d\u53ea\u662f\u7b80\u5355\u7684\u5bf9\u4e0e\u9519\u3002<\/p>\n<p class=\"js_darkmode__80 js_darkmode__text__227\">\u4f46\u76ee\u524d\u8981\u60f3\u89c4\u6a21\u5316RL\uff0c\u8fd8\u662f\u5f88\u6709\u96be\u5ea6\u7684\uff0c\u56e0\u4e3aRL\u5728\u5b9e\u9645\u8fd0\u884c\u4e2d\u4f1a\u51fa\u73b0\u5f88\u591a\u53ef\u80fd\u51fa\u9519\u7684\u5730\u65b9\uff0c\u76f8\u6bd4\u9884\u8bad\u7ec3\u4f1a\u6709\u66f4\u591a\u7684\u74f6\u9888\u548c\u6545\u969c\u7c7b\u578b\u3002<\/p>\n<p class=\"js_darkmode__81 js_darkmode__text__229\">\u5b83\u662f\u4e00\u4e2a\u975e\u5e38\u7cbe\u7ec6\u7684\u8fc7\u7a0b\uff0c\u7c7b\u6bd4RL\u548c\u9884\u8bad\u7ec3\uff0c\u5c31\u662f\u5236\u9020\u534a\u5bfc\u4f53\u8981\u6bd4\u5236\u9020\u94a2\u94c1\u8981\u590d\u6742\u5f97\u591a\u3002<\/p>\n<p class=\"js_darkmode__82\"><img data-dominant-color=\"141414\" data-has-transparency=\"false\" style=\"--dominant-color: #141414;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-27648\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/08d9634606ee34d87ce0330e8cf2fbab05ffe9.png\" width=\"1080\" height=\"584\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/08d9634606ee34d87ce0330e8cf2fbab05ffe9.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/08d9634606ee34d87ce0330e8cf2fbab05ffe9-300x162.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/08d9634606ee34d87ce0330e8cf2fbab05ffe9-1024x554.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/08d9634606ee34d87ce0330e8cf2fbab05ffe9-150x81.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/08d9634606ee34d87ce0330e8cf2fbab05ffe9-768x415.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__83 js_darkmode__text__231\">\u53e6\u5916\uff0cJerry\u4e5f\u5bf9DeepSeek\u56e2\u961f\u63d0\u51fa\u7684\u5168\u65b0\u7684\u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5<strong>GRPO<\/strong>\uff08\u7ec4\u76f8\u5bf9\u7b56\u7565\u4f18\u5316\uff09\u8868\u793a\u4e86\u8ba4\u53ef\uff1a<\/p>\n<blockquote>\n<p class=\"js_darkmode__85 js_darkmode__text__239\">GRPO\u7684\u5f00\u6e90\uff0c\u8ba9\u8bb8\u591a\u7f3a\u4e4f\u9ad8\u7ea7RL\u7814\u7a76\u9879\u76ee\u7684\u7f8e\u56fd\u5b9e\u9a8c\u5ba4\uff0c\u53ef\u4ee5\u66f4\u5feb\u5730\u542f\u52a8\u5e76\u8bad\u7ec3\u63a8\u7406\u6a21\u578b\u3002<\/p>\n<\/blockquote>\n<h2>RL+\u9884\u8bad\u7ec3\u624d\u662f\u901a\u5f80AGI\u7684\u6b63\u786e\u9053\u8def<\/h2>\n<p class=\"js_darkmode__87 js_darkmode__text__243\">\u5173\u4e8eAI\u7684\u672a\u6765\uff0cJerry Tworek\u4e5f\u5728\u6700\u540e\u63d0\u51fa\u4e86\u81ea\u5df1\u7684\u89c1\u89e3\u3002<\/p>\n<p class=\"js_darkmode__88 js_darkmode__text__245\">\u9996\u5148\u662f<strong>Agent<\/strong>\uff0cJerry\u8ba4\u4e3aAI\u5e26\u6765\u7684\u79ef\u6781\u5f71\u54cd\uff0c\u662f\u53ef\u4ee5\u901a\u8fc7\u81ea\u52a8\u5316\u89e3\u51b3\u4eba\u7c7b\u95ee\u9898\u3002<\/p>\n<p class=\"js_darkmode__89 js_darkmode__text__250\">\u6a21\u578b\u76ee\u524d\u63d0\u4f9b\u7b54\u6848\u7684\u901f\u5ea6\u975e\u5e38\u4e4b\u5feb\uff0c\u5927\u6982\u9700\u8981\u51e0\u5206\u949f\uff0c\u800c\u4ed6\u4eec\u5185\u90e8\u6d4b\u8bd5\u663e\u793a\uff0c\u5728\u67d0\u4e9b\u4efb\u52a1\u4e0a\u6a21\u578b\u5176\u5b9e\u53ef\u4ee5\u72ec\u7acb\u601d\u800330\u5206\u949f\u30011\u5c0f\u65f6\u6216\u8005\u66f4\u4e45\uff0c\u6240\u4ee5\u5f53\u524d\u6a21\u578b\u9047\u5230\u7684\u6311\u6218\u662f\u5982\u4f55\u5efa\u7acb\u5408\u9002\u7684\u4ea7\u54c1\u6765\u90e8\u7f72\u957f\u65f6\u95f4\u7684\u601d\u8003\u8fc7\u7a0b\u3002<\/p>\n<p class=\"js_darkmode__90 js_darkmode__text__252\">\u5176\u4e2d\u7531\u57fa\u7840\u63a8\u7406\u9a71\u52a8\u7684Agent\u80fd\u591f\u5141\u8bb8\u6a21\u578b\u66f4\u957f\u65f6\u95f4\u7684\u72ec\u7acb\u601d\u8003\uff0c\u5e76\u89e3\u51b3\u66f4\u4e3a\u590d\u6742\u7684\u4efb\u52a1\uff0c\u4f8b\u5982\u7f16\u7a0b\u3001\u65c5\u6e38\u9884\u8ba2\u3001\u8bbe\u8ba1\u7b49\uff0c\u6240\u4ee5<strong>AI\u667a\u80fd\u4f53\u5316\u662f\u5927\u52bf\u6240\u8d8b<\/strong>\u3002<\/p>\n<p class=\"js_darkmode__91 js_darkmode__text__257\">\u6a21\u578b\u5bf9\u9f50\u4e5f\u662f\u5927\u4f17\u6bd4\u8f83\u5173\u5fc3\u7684\u95ee\u9898\u4e4b\u4e00\uff0c\u4e5f\u5c31\u662f\u5f15\u5bfc\u6a21\u578b\u884c\u4e3a\u7b26\u5408\u4eba\u7c7b\u4ef7\u503c\u89c2\u3002<\/p>\n<p class=\"js_darkmode__92 js_darkmode__text__259\">Jerry\u8868\u793a<strong>\u5bf9\u9f50\u95ee\u9898\u672c\u8d28\u4e0a\u5176\u5b9e\u5c31\u662f\u4e00\u4e2aRL\u95ee\u9898<\/strong>\uff0c\u8981\u8ba9\u6a21\u578b\u6df1\u5165\u7406\u89e3\u5176\u884c\u4e3a\u548c\u53ef\u80fd\u5bfc\u81f4\u7684\u540e\u679c\uff0c\u624d\u80fd\u8ba9\u6a21\u578b\u505a\u51fa\u6b63\u786e\u7684\u9009\u62e9\u3002\u5b83\u5c06\u662f\u6c38\u65e0\u6b62\u5883\u7684\uff0c\u56e0\u4e3a\u5bf9\u9f50\u7684\u6982\u5ff5\u5c06\u968f\u7740\u4eba\u7c7b\u6587\u660e\u7684\u6f14\u8fdb\u800c\u4e0d\u65ad\u53d1\u5c55\u3002<\/p>\n<p class=\"js_darkmode__93\"><img data-dominant-color=\"524342\" data-has-transparency=\"true\" style=\"--dominant-color: #524342;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-27649\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/67c702a79015b1970aa871c8be9b6d7b2e3d22.png\" width=\"1080\" height=\"590\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/67c702a79015b1970aa871c8be9b6d7b2e3d22.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/67c702a79015b1970aa871c8be9b6d7b2e3d22-300x164.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/67c702a79015b1970aa871c8be9b6d7b2e3d22-1024x559.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/67c702a79015b1970aa871c8be9b6d7b2e3d22-150x82.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/67c702a79015b1970aa871c8be9b6d7b2e3d22-768x420.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__94 js_darkmode__text__264\">\u800c<strong>\u5982\u679c\u8981\u901a\u5f80AGI\uff0c\u5f53\u524d\u7684\u9884\u8bad\u7ec3\u548cRL\u80af\u5b9a\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684<\/strong>\uff0c\u5f53\u7136\u540e\u7eed\u80af\u5b9a\u9700\u8981\u6dfb\u52a0\u66f4\u591a\u5143\u7d20\u4e00\u8d77\u53d1\u529b\u3002<\/p>\n<p class=\"js_darkmode__95 js_darkmode__text__269\">Jerry\u660e\u786e\u53cd\u5bf9\u5f53\u524d\u4e1a\u754c\u4e00\u4e9b\u5173\u4e8e\u201c\u7eafRL\u662f\u901a\u5f80AGI\u7684\u552f\u4e00\u9014\u5f84\u201d\u7684\u89c2\u70b9\uff0c\u4ed6\u575a\u4fe1\uff1a<\/p>\n<blockquote>\n<p class=\"js_darkmode__97 js_darkmode__text__272\">RL\u9700\u8981\u9884\u8bad\u7ec3\u624d\u80fd\u6210\u529f\uff0c\u800c\u9884\u8bad\u7ec3\u4e5f\u9700\u8981RL\u624d\u80fd\u6210\u529f\uff0c\u4e8c\u8005\u7f3a\u4e00\u4e0d\u53ef\u3002<\/p>\n<\/blockquote>\n<p class=\"js_darkmode__98 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