{"id":696,"date":"2026-02-06T18:06:15","date_gmt":"2026-02-06T10:06:15","guid":{"rendered":"https:\/\/blog.itsmygo.uk\/2026\/02\/06\/openai-is-winning-opus-4-6-codex-5-3%ef%bd%9copenai-%e6%ad%a3%e5%9c%a8%e5%8b%9d%e5%87%ba%e2%8b%af%ef%bc%88opus-4-6-codex-5-3-%e5%af%a6%e6%b8%ac%e5%b0%8d%e6%af%94%ef%bc%89\/"},"modified":"2026-02-06T18:06:15","modified_gmt":"2026-02-06T10:06:15","slug":"openai-is-winning-opus-4-6-codex-5-3%ef%bd%9copenai-%e6%ad%a3%e5%9c%a8%e5%8b%9d%e5%87%ba%e2%8b%af%ef%bc%88opus-4-6-codex-5-3-%e5%af%a6%e6%b8%ac%e5%b0%8d%e6%af%94%ef%bc%89","status":"publish","type":"post","link":"https:\/\/blog.itsmygo.uk\/wordpress\/2026\/02\/06\/openai-is-winning-opus-4-6-codex-5-3%ef%bd%9copenai-%e6%ad%a3%e5%9c%a8%e5%8b%9d%e5%87%ba%e2%8b%af%ef%bc%88opus-4-6-codex-5-3-%e5%af%a6%e6%b8%ac%e5%b0%8d%e6%af%94%ef%bc%89\/","title":{"rendered":"OpenAI is Winning&#8230; (Opus 4.6 + Codex 5.3)\uff5cOpenAI \u6b63\u5728\u52dd\u51fa\u22ef\uff08Opus 4.6 + Codex 5.3 \u5be6\u6e2c\u5c0d\u6bd4\uff09"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Anthropic \u767c\u5e03 Claude Opus 4.6 \u5f8c\u50c5\u50c5\u5e7e\u5206\u9418\uff0cOpenAI \u5c31\u63a8\u51fa\u4e86 GPT 5.3 Codex\uff0c\u5728 Terminal Bench 2.0 \u57fa\u6e96\u6e2c\u8a66\u4e0a\u4ee5\u8d85\u904e 10% \u7684\u512a\u52e2\u64ca\u6557\u4e86 Opus 4.6\u3002YouTuber \u900f\u904e\u4e09\u500b\u5be6\u969b\u6e2c\u8a66\u2014\u2014SDK \u5347\u7d1a\u9077\u79fb\u30013D \u904a\u6232\u958b\u767c\u3001UI \u8a2d\u8a08\u2014\u2014\u6df1\u5165\u6bd4\u8f03\u9019\u5169\u6b3e\u6700\u65b0\u7684\u7a0b\u5f0f\u7de8\u78bc\u6a21\u578b\uff0c\u63a2\u8a0e\u54ea\u4e00\u6b3e\u624d\u662f\u76ee\u524d\u6700\u4f73\u7684 AI \u7de8\u78bc\u52a9\u624b\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u539f\u5f71\u7247\u9023\u7d50\uff1ahttps:\/\/www.youtube.com\/watch?v=OI6DkkNDf6o<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">\u5f71\u7247\u91cd\u9ede<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li>Anthropic \u767c\u5e03 Claude Opus 4.6\uff0c\u96a8\u5f8c OpenAI \u7acb\u5373\u63a8\u51fa GPT 5.3 Codex \u53cd\u64ca<\/li>\n\n\n<li>GPT 5.3 Codex \u5728 Terminal Bench 2.0 \u4e0a\u4ee5\u8d85\u904e 10% \u7684\u5dee\u8ddd\u9818\u5148 Opus 4.6<\/li>\n\n\n<li>Opus 4.6 \u5ba3\u7a31\u6539\u5584\u4e86\u9577\u6642\u9593\u4ee3\u7406\u4efb\u52d9\u3001\u5927\u578b\u7a0b\u5f0f\u78bc\u5eab\u64cd\u4f5c\u548c\u81ea\u6211\u9664\u932f\u80fd\u529b<\/li>\n\n\n<li>GPT 5.3 Codex \u7d50\u5408\u4e86 GPT 5.2 Codex \u7684\u7a0b\u5f0f\u80fd\u529b\u8207 GPT 5.2 \u7684\u63a8\u7406\u77e5\u8b58\uff0c\u4e14\u901f\u5ea6\u5feb 25%<\/li>\n\n\n<li>\u5728 Convex Agent \u5957\u4ef6 AI SDK v6 \u9077\u79fb\u6e2c\u8a66\u4e2d\uff0c\u5169\u8005\u90fd\u6210\u529f\u5b8c\u6210\u4f46\u7b56\u7565\u4e0d\u540c<\/li>\n\n\n<li>Codex 5.3 \u81ea\u5df1\u505a\u7a0b\u5f0f\u78bc\u5be9\u67e5\u6642\u627f\u8a8d Opus \u7684\u9077\u79fb\u67b6\u69cb\u66f4\u597d<\/li>\n\n\n<li>Club Penguin 3D \u904a\u6232\u6e2c\u8a66\u4e2d\uff0cOpus 4.6 \u7684\u6210\u54c1\u7a0d\u5fae\u66f4\u597d<\/li>\n\n\n<li>UI \u8a2d\u8a08\u6e2c\u8a66\u4e2d\uff0cCodex 5.3 \u7684\u65b0\u7c97\u7377\u4e3b\u7fa9\u98a8\u683c\u8a2d\u8a08\u52dd\u51fa<\/li>\n\n\n<li>\u5169\u6b3e\u6a21\u578b\u90fd\u65b0\u589e\u4e86\u7db2\u8def\u5b89\u5168\u80fd\u529b<\/li>\n\n\n<li>Codex \u65b0\u589e\u4e86\u5373\u6642\u4e92\u52d5\u5f15\u5c0e\u529f\u80fd\uff0cClaude Code \u65b0\u589e\u4e86\u5b50\u4ee3\u7406\u5718\u968a\u5354\u4f5c<\/li>\n\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u8a73\u7d30\u5167\u5bb9<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">[00:00] \u958b\u5834\uff1a\u5169\u5927\u6a21\u578b\u540c\u65e5\u767c\u5e03<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Anthropic \u525b\u767c\u5e03 Claude Opus 4.6\uff0c\u5728 Terminal Bench 2.0 \u4e0a\u53d6\u5f97\u4e86\u6240\u6709\u6a21\u578b\u4e2d\u7684\u6700\u9ad8\u5206\u3002\u7136\u800c\u5c31\u5728\u5e7e\u5206\u9418\u5f8c\uff0cOpenAI \u7acb\u523b\u63a8\u51fa GPT 5.3 Codex\uff0c\u5728\u540c\u4e00\u57fa\u6e96\u6e2c\u8a66\u4e0a\u4ee5\u8d85\u904e 10% \u7684\u512a\u52e2\u64ca\u6557 Opus 4.6\u3002\u5169\u5bb6\u516c\u53f8\u7684\u7af6\u722d\u6b63\u5728\u767d\u71b1\u5316\uff0c\u4f5c\u8005\u5c0d\u9019\u5169\u6b3e\u6a21\u578b\u90fd\u5145\u6eff\u597d\u5947\uff0c\u5c24\u5176\u662f\u56e0\u70ba\u4ed6\u6700\u8fd1\u4f7f\u7528 GPT 5.2 \u7684\u9ad4\u9a57\u6bd4\u8f03\u597d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[00:42] \u65b0\u6a21\u578b\u529f\u80fd\u901f\u89bd<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Opus 4.6 \u7684\u6539\u9032\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li>\u80fd\u66f4\u4ed4\u7d30\u5730\u898f\u5283\uff0c\u5728\u66f4\u9577\u7684\u4ee3\u7406\u4efb\u52d9\u4e2d\u4fdd\u6301\u6301\u7e8c\u904b\u4f5c<\/li>\n\n\n<li>\u5728\u5927\u578b\u7a0b\u5f0f\u78bc\u5eab\u4e2d\u904b\u4f5c\u66f4\u53ef\u9760<\/li>\n\n\n<li>\u64c1\u6709\u66f4\u597d\u7684\u7a0b\u5f0f\u78bc\u5be9\u67e5\u548c\u9664\u932f\u6280\u80fd\uff0c\u80fd\u6293\u5230\u81ea\u5df1\u7684\u932f\u8aa4<\/li>\n\n\n<li>\u65b0\u589e 100 \u842c token \u4e0a\u4e0b\u6587\u8996\u7a97\uff08beta \u7248\uff09\uff0c\u8d85\u904e 20 \u842c token \u7684\u63d0\u793a\u8a5e\u6703\u6536\u53d6\u984d\u5916\u8cbb\u7528\uff08\u8f38\u5165\u6bcf\u767e\u842c token 10 \u7f8e\u5143\uff0c\u8f38\u51fa\u6bcf\u767e\u842c token 37.50 \u7f8e\u5143\uff09<\/li>\n\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u4e9b\u6539\u9032\u6070\u597d\u91dd\u5c0d\u4e86\u4f5c\u8005\u4e4b\u524d\u89ba\u5f97 Opus \u8f03\u5f31\u7684\u5730\u65b9\u2014\u2014\u76f8\u6bd4 GPT 5.2\uff0cOpus \u904e\u53bb\u958b\u59cb\u5beb\u7a0b\u5f0f\u78bc\u7684\u901f\u5ea6\u8f03\u5feb\u4f46\u72af\u66f4\u591a\u932f\u8aa4\uff0c\u800c GPT 5.2 \u6703\u82b1\u8f03\u591a\u6642\u9593\u7406\u89e3 repo \u4e0a\u4e0b\u6587\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>GPT 5.3 Codex \u7684\u6539\u9032\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li>\u5c07 GPT 5.2 Codex \u7684\u9802\u5c16\u7a0b\u5f0f\u80fd\u529b\u8207 GPT 5.2 \u7684\u63a8\u7406\u548c\u5c08\u696d\u77e5\u8b58\u80fd\u529b\u7d50\u5408\u5728\u4e00\u500b\u6a21\u578b\u4e2d<\/li>\n\n\n<li>\u901f\u5ea6\u6bd4\u524d\u4ee3\u5feb 25%<\/li>\n\n\n<li>\u80fd\u8655\u7406\u6d89\u53ca\u7814\u7a76\u3001\u5de5\u5177\u4f7f\u7528\u548c\u8907\u96dc\u57f7\u884c\u7684\u9577\u6642\u9593\u4efb\u52d9<\/li>\n\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">[02:04] \u6e2c\u8a66\u4e00\uff1aConvex Agent \u5957\u4ef6 AI SDK v6 \u9077\u79fb<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f5c\u8005\u5efa\u7acb\u4e86\u4e00\u500b\u4f7f\u7528 Convex Agent \u5957\u4ef6\u7684\u57fa\u672c\u804a\u5929\u61c9\u7528\u7a0b\u5f0f\uff0c\u7136\u5f8c\u5c07\u5957\u4ef6\u5347\u7d1a\u5230 AI SDK v6\uff0c\u6545\u610f\u88fd\u9020\u5927\u91cf\u5efa\u69cb\u548c\u578b\u5225\u932f\u8aa4\uff0c\u518d\u8b93\u5169\u500b\u6a21\u578b\u53bb\u4fee\u5fa9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Codex 5.3 \u7684\u8868\u73fe\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li>\u5148\u7406\u89e3\u4e86 monorepo \u7d50\u69cb\uff0c\u8b58\u5225\u6839\u672c\u539f\u56e0\u548c\u9700\u8981\u5347\u7d1a\u7684\u5957\u4ef6<\/li>\n\n\n<li>\u5217\u51fa\u8a73\u7d30\u7684\u5de5\u4f5c\u8a08\u5283<\/li>\n\n\n<li>\u9023\u7e8c\u4e0d\u9593\u65b7\u5730\u5de5\u4f5c\u4e86\u7d04 40 \u5206\u9418<\/li>\n\n\n<li>\u65b0\u589e\u4e86 545 \u884c\u7a0b\u5f0f\u78bc\uff0c\u79fb\u9664\u4e86 111 \u884c<\/li>\n\n\n<li>\u4e00\u6b21\u63d0\u793a\u5c31\u5b8c\u6210\u4efb\u52d9<\/li>\n\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Opus 4.6 \u7684\u8868\u73fe\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li>\u540c\u6a23\u5de5\u4f5c\u4e86\u7d04 40 \u5206\u9418<\/li>\n\n\n<li>\u9996\u6b21\u5b8c\u6210\u5f8c\u6709\u4e00\u4e9b\u5efa\u69cb\u932f\u8aa4\uff0c\u9700\u8981\u518d\u4e0b\u4e00\u6b21\u63d0\u793a\u624d\u80fd\u5f97\u5230\u53ef\u904b\u4f5c\u7684\u7248\u672c<\/li>\n\n\n<li>\u7e3d\u5171\u9700\u8981\u5169\u6b21\u63d0\u793a\u5b8c\u6210\u4efb\u52d9<\/li>\n\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5169\u500b\u6a21\u578b\u6700\u7d42\u90fd\u6210\u529f\u5347\u7d1a\uff0c\u6c92\u6709\u578b\u5225\u932f\u8aa4\u3001\u6c92\u6709\u5efa\u69cb\u932f\u8aa4\u3001\u6240\u6709\u6e2c\u8a66\u901a\u904e\uff0c\u4f46\u5b83\u5011\u7684\u8655\u7406\u65b9\u5f0f\u4e0d\u540c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[04:30] \u7a0b\u5f0f\u78bc\u5be9\u67e5\u5c0d\u6bd4<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f5c\u8005\u4ed4\u7d30\u6bd4\u8f03\u4e86\u5169\u500b\u6a21\u578b\u7684\u7a0b\u5f0f\u78bc\u8b8a\u66f4\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li><strong>Codex \u505a\u5f97\u597d\u7684\u5730\u65b9<\/strong>\uff1a\u6b63\u78ba\u5be6\u4f5c\u4e86 AI SDK v6 \u65b0\u589e\u7684\u5de5\u5177\u5be9\u6838\u8acb\u6c42\uff08tool approval request\uff09\u908f\u8f2f\uff0c\u9019\u662f v6 \u7684\u65b0\u529f\u80fd<\/li>\n\n\n<li><strong>Codex \u505a\u5f97\u5dee\u7684\u5730\u65b9<\/strong>\uff1a\u5728 UI \u8a0a\u606f\u8655\u7406\u4e2d\u81ea\u5df1\u5beb\u4e86\u4e00\u500b\u5b8c\u6574\u7684\u8f49\u63db\u51fd\u5f0f\uff0c\u800c\u975e\u4f7f\u7528 AI SDK \u5167\u5efa\u7684 <code>convertToModelMessages<\/code> \u51fd\u5f0f\u3002\u9019\u610f\u5473\u8457\u672a\u4f86\u5957\u4ef6\u5347\u7d1a\u6642\u9700\u8981\u984d\u5916\u7dad\u8b77<\/li>\n\n\n<li><strong>Opus \u505a\u5f97\u597d\u7684\u5730\u65b9<\/strong>\uff1a\u6b63\u78ba\u4f7f\u7528\u4e86 AI SDK \u5167\u5efa\u7684 <code>convertToModelMessages<\/code> \u51fd\u5f0f<\/li>\n\n\n<li><strong>Opus \u907a\u6f0f\u7684\u5730\u65b9<\/strong>\uff1a\u6c92\u6709\u5be6\u4f5c\u5de5\u5177\u5be9\u6838\u8acb\u6c42\u908f\u8f2f<\/li>\n\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">[05:18] \u7528 Codex 5.3 \u505a\u4ea4\u53c9\u5be9\u67e5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f5c\u8005\u628a\u5169\u500b\u7248\u672c\u7684 diff \u50b3\u56de Codex 5.3 \u505a\u7a0b\u5f0f\u78bc\u5be9\u67e5\u3002Codex 5.3 \u5217\u51fa\u4e86\u5169\u500b\u65b9\u6848\u7684\u512a\u7f3a\u9ede\uff0c\u6700\u7d42\u7d50\u8ad6\u662f\uff1a<strong>\u504f\u597d Opus \u7684\u7248\u672c<\/strong>\uff0c\u8a8d\u70ba\u5b83\u6709\u66f4\u597d\u7684\u9077\u79fb\u67b6\u69cb\u3002\u5efa\u8b70\u4ee5 Opus \u7684\u7248\u672c\u70ba\u57fa\u790e\uff0c\u518d\u628a Codex \u7248\u672c\u4e2d\u7684\u5de5\u5177\u5be9\u6838\u548c\u62d2\u7d55\u8655\u7406\u908f\u8f2f\u79fb\u690d\u904e\u4f86\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cCodex 5.3 \u4e26\u6c92\u6709\u504f\u8892\u81ea\u5df1\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[06:03] \u6e2c\u8a66\u4e8c\uff1aClub Penguin 3D \u904a\u6232<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f5c\u8005\u8981\u6c42\u5169\u500b\u6a21\u578b\u7528 Three.js \u5404\u81ea\u88fd\u4f5c\u4e00\u500b Club Penguin \u7684\u5fa9\u523b\u904a\u6232\uff0c\u4e14\u4e0d\u63d0\u4f9b\u4efb\u4f55\u7d20\u6750\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Opus 4.6 \u7684\u6210\u54c1\uff08\u7b2c\u4e00\u500b\u5c55\u793a\u7684\u7248\u672c\uff09\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li>\u6709\u89d2\u8272\u5275\u5efa\u9801\u9762\uff0c\u53ef\u4ee5\u9078\u64c7\u5e3d\u5b50\u548c\u914d\u4ef6<\/li>\n\n\n<li>\u57ce\u93ae\u4e2d\u5fc3\u5834\u666f\u9084\u539f\u7a0b\u5ea6\u5c1a\u53ef<\/li>\n\n\n<li>\u6709\u5730\u5716\u7cfb\u7d71\u53ef\u5207\u63db\u4e0d\u540c\u5340\u57df\uff08\u6ed1\u96ea\u6751\u7b49\uff09<\/li>\n\n\n<li>\u4f01\u9d5d\u89d2\u8272\u5916\u89c0\u4e0d\u932f<\/li>\n\n\n<li>\u96ea\u6a47\u7af6\u901f\u5c0f\u904a\u6232\u53ef\u4ee5\u73a9<\/li>\n\n\n<li>\u7926\u8eca\u885d\u6d6a\u5c0f\u904a\u6232\u6709\u5617\u8a66\u4f46\u6709 bug<\/li>\n\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Codex 5.3 \u7684\u6210\u54c1\uff08\u7b2c\u4e8c\u500b\u5c55\u793a\u7684\u7248\u672c\uff09\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li>\u540c\u6a23\u6709\u984f\u8272\u9078\u64c7\u548c\u914d\u4ef6\u529f\u80fd<\/li>\n\n\n<li>\u4f01\u9d5d\u89d2\u8272\u9020\u578b\u6bd4\u8f03\u80d6\u4f46\u66f4\u6709\u8da3<\/li>\n\n\n<li>\u4e5f\u6709\u5730\u5716\u548c\u4e0d\u540c\u5340\u57df<\/li>\n\n\n<li>\u96ea\u6a47\u7af6\u901f\u904a\u6232\u8207\u524d\u8005\u76f8\u4f3c<\/li>\n\n\n<li>\u7926\u8eca\u885d\u6d6a\u904a\u6232\u7a0d\u5fae\u66f4\u80fd\u904b\u4f5c<\/li>\n\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f5c\u8005\u8a8d\u70ba Opus 4.6 \u5728\u9019\u500b\u6e2c\u8a66\u4e2d\u8868\u73fe\u7a0d\u597d\uff0c\u8d0f\u5f97\u4e86 Club Penguin \u6e2c\u8a66\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[08:33] \u6e2c\u8a66\u4e09\uff1aAI \u793e\u7fa4\u5a92\u9ad4\u767b\u9678\u9801\u8a2d\u8a08<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f5c\u8005\u8981\u6c42\u5169\u500b\u6a21\u578b\u5404\u81ea\u7528\u55ae\u4e00 HTML \u6a94\u5efa\u7acb\u4e00\u500b\u300cAI \u5c08\u5c6c\u793e\u7fa4\u5a92\u9ad4\u7db2\u7ad9\u300d\u7684\u767b\u9678\u9801\u9762\uff0c\u98a8\u683c\u8981\u5e36\u6709\u8af7\u523a\u611f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Codex 5.3<\/strong>\uff1a\u63a1\u7528\u4e86\u65b0\u7c97\u7377\u4e3b\u7fa9\uff08neo brutalism\uff09\u8a2d\u8a08\u98a8\u683c\uff0c\u770b\u8d77\u4f86\u66f4\u6709\u8da3\u5473\u3001\u66f4\u6709\u624b\u5de5\u611f\uff0c\u4e0d\u50cf\u5178\u578b\u7684 AI \u751f\u6210\u7db2\u9801\u3002\u4f46\u9801\u9762\u5167\u5bb9\u8f03\u5c11\uff0c\u6bd4\u8f03\u55ae\u8584\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Opus 4.6<\/strong>\uff1a\u8a2d\u8a08\u7cbe\u826f\u4f46\u4f7f\u7528\u4e86\u5178\u578b\u7684\u7d2b\u8272\u6f38\u5c64\u98a8\u683c\uff0c\u4e00\u770b\u5c31\u50cf\u662f Vibe Coding \u751f\u6210\u7684\u9801\u9762\u3002\u4e0d\u904e\u529f\u80fd\u4e0a\u66f4\u5b8c\u6574\uff0c\u6709\u8da8\u52e2\u6a19\u7c64\u3001\u898f\u5247\u9801\u9762\u3001\u6bcf\u9031\u71b1\u9580\u6a21\u578b\u3001\u71b1\u9580 subreddits \u548c\u5167\u5bb9 feed\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f5c\u8005\u5728\u8a2d\u8a08\u4e0a\u504f\u597d Codex 5.3 \u7684\u98a8\u683c\uff0c\u8a8d\u70ba\u5b83\u66f4\u6709\u500b\u6027\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[10:09] \u57fa\u6e96\u6e2c\u8a66\u6bd4\u8f03<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728 Terminal Bench 2.0 \u4e0a\uff0cCodex 5.3 \u6709\u986f\u8457\u512a\u52e2\u3002\u4e0d\u904e\u9019\u5e7e\u4e4e\u662f\u76ee\u524d\u552f\u4e00\u80fd\u76f4\u63a5\u6bd4\u8f03\u5169\u8005\u7684\u57fa\u6e96\u6e2c\u8a66\uff0c\u56e0\u70ba Anthropic \u548c OpenAI \u5728\u5404\u81ea\u7684\u90e8\u843d\u683c\u6587\u7ae0\u4e2d\u4f7f\u7528\u4e0d\u540c\u7684\u57fa\u6e96\u6e2c\u8a66\u3002\u5728 Artificial Analysis \u4e0a\uff0cOpus 4.6 \u76ee\u524d\u53ea\u6709\u975e\u63a8\u7406\u7248\u672c\u7684\u7a0b\u5f0f\u7de8\u78bc\u8a55\u6e2c\uff0c\u4f46\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u662f\uff0c\u975e\u63a8\u7406\u7248\u7684 4.6 \u8868\u73fe\u5df2\u8207\u63a8\u7406\u7248\u7684 4.5 Opus \u76f8\u7576\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f5c\u8005\u500b\u4eba\u611f\u89ba Opus 4.5 \u5230 4.6 \u7684\u63d0\u5347\u5e45\u5ea6\u4e0d\u5982 GPT 5.2 Codex \u5230 5.3 \u7684\u63d0\u5347\u660e\u986f\uff0c\u4f46\u4ecd\u9700\u5be6\u969b\u4f7f\u7528\u624d\u80fd\u4e0b\u5b9a\u8ad6\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[10:53] \u984d\u5916\u65b0\u529f\u80fd<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7db2\u8def\u5b89\u5168\u80fd\u529b\uff1a<\/strong> \u5169\u6b3e\u6a21\u578b\u90fd\u5f37\u8abf\u4e86\u7db2\u8def\u5b89\u5168\u65b9\u9762\u7684\u63d0\u5347\u3002OpenAI \u8868\u793a GPT 5.3 Codex \u662f\u4ed6\u5011\u7b2c\u4e00\u500b\u88ab\u6b78\u985e\u70ba\u300c\u7db2\u8def\u5b89\u5168\u9ad8\u80fd\u529b\u300d\u7684\u6a21\u578b\uff0c\u4e5f\u662f\u7b2c\u4e00\u500b\u88ab\u76f4\u63a5\u8a13\u7df4\u4f86\u8b58\u5225\u8edf\u9ad4\u6f0f\u6d1e\u7684\u6a21\u578b\u3002Anthropic \u4e5f\u5728\u90e8\u843d\u683c\u6587\u7ae0\u4e2d\u5f37\u8abf\u4e86\u985e\u4f3c\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Codex \u5373\u6642\u4e92\u52d5\u5f15\u5c0e\uff1a<\/strong> Codex \u65b0\u589e\u4e86\u4e00\u500b\u529f\u80fd\uff0c\u4f7f\u7528\u8005\u53ef\u4ee5\u5728\u6a21\u578b\u5de5\u4f5c\u7684\u904e\u7a0b\u4e2d\u5373\u6642\u4e92\u52d5\u3001\u63d0\u554f\u548c\u5f15\u5c0e\u65b9\u5411\uff0c\u4e0d\u5fc5\u7b49\u5f85\u6700\u7d42\u8f38\u51fa\u3002\u4f5c\u8005\u8a8d\u70ba\u9019\u5728\u9577\u6642\u9593\u4efb\u52d9\u8d8a\u4f86\u8d8a\u5e38\u898b\u7684\u8da8\u52e2\u4e0b\uff0c\u662f\u5f88\u597d\u7684\u4f7f\u7528\u8005\u9ad4\u9a57\u6539\u9032\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Claude Code \u65b0\u529f\u80fd\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li>\u5b50\u4ee3\u7406\u5718\u968a\uff08Agent Teams\uff09\uff1a\u53ef\u4ee5\u8b93\u591a\u500b\u4ee3\u7406\u5354\u540c\u5de5\u4f5c<\/li>\n\n\n<li>API \u58d3\u7e2e\u529f\u80fd\uff08Compaction\uff09\uff1a\u53ef\u4ee5\u6458\u8981\u4e0a\u4e0b\u6587\u4ee5\u57f7\u884c\u66f4\u9577\u7684\u4efb\u52d9<\/li>\n\n\n<li>\u81ea\u9069\u61c9\u601d\u8003\u6a21\u5f0f\uff08Adaptive Thinking\uff09\uff1a\u8b93\u6a21\u578b\u6839\u64da\u4e0a\u4e0b\u6587\u7dda\u7d22\u81ea\u52d5\u6c7a\u5b9a\u5ef6\u4f38\u601d\u8003\u7684\u7a0b\u5ea6<\/li>\n\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">[12:00] \u7e3d\u7d50<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7a0b\u5f0f\u7de8\u78bc\u6a21\u578b\u5df2\u7d93\u53d6\u5f97\u4e86\u9a5a\u4eba\u7684\u9032\u6b65\uff0cClaude Code \u767c\u5e03\u751a\u81f3\u9084\u4e0d\u5230\u4e00\u5e74\u3002\u4f5c\u8005\u500b\u4eba\u50be\u5411\u65bc\u4f7f\u7528 GPT 5.3 Codex\uff0c\u4e3b\u8981\u662f\u56e0\u70ba\u559c\u6b61 Codex \u7684\u61c9\u7528\u4ecb\u9762\u548c\u6574\u9ad4\u63d0\u793a\u9ad4\u9a57\uff0c\u4f46\u627f\u8a8d\u5169\u500b\u6a21\u578b\u90fd\u975e\u5e38\u5f37\u5927\uff0c\u5f88\u96e3\u660e\u78ba\u5224\u5b9a\u54ea\u500b\u66f4\u597d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6211\u7684\u60f3\u6cd5<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u90e8\u5f71\u7247\u5f88\u597d\u5730\u5c55\u793a\u4e86\u7576\u524d AI \u7de8\u78bc\u6a21\u578b\u300c\u4f60\u8ffd\u6211\u8d95\u300d\u7684\u7af6\u722d\u614b\u52e2\u3002\u5169\u500b\u6a21\u578b\u5e7e\u4e4e\u540c\u6642\u767c\u5e03\uff0c\u8b93\u4eba\u60f3\u8d77\u79d1\u6280\u754c\u5e38\u898b\u7684\u300c\u8ecd\u5099\u7af6\u8cfd\u300d\u6a21\u5f0f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u503c\u5f97\u6ce8\u610f\u7684\u4e00\u500b\u7d30\u7bc0\u662f Codex 5.3 \u5728\u505a\u7a0b\u5f0f\u78bc\u5be9\u67e5\u6642\u9078\u64c7\u4e86 Opus \u7684\u7248\u672c\u800c\u975e\u81ea\u5df1\u7684\u2014\u2014\u9019\u8868\u660e\u76ee\u524d\u9802\u7d1a\u6a21\u578b\u5728\u5ba2\u89c0\u5206\u6790\u80fd\u529b\u4e0a\u5df2\u7d93\u76f8\u7576\u6210\u719f\uff0c\u4e0d\u592a\u6703\u51fa\u73fe\u660e\u986f\u7684\u300c\u81ea\u6211\u504f\u898b\u300d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f9e\u5be6\u7528\u89d2\u5ea6\u4f86\u770b\uff0c\u4e09\u500b\u6e2c\u8a66\u7684\u7d50\u679c\u5176\u5be6\u662f\u5404\u6709\u52dd\u8ca0\uff1a\u9077\u79fb\u4efb\u52d9\u5169\u8005\u4e92\u6709\u512a\u52a3\u3001\u904a\u6232\u958b\u767c Opus \u7565\u52dd\u3001UI \u8a2d\u8a08 Codex \u7565\u52dd\u3002\u9019\u610f\u5473\u8457\u9078\u64c7\u54ea\u500b\u6a21\u578b\u53ef\u80fd\u66f4\u53d6\u6c7a\u65bc\u4f60\u7684\u5177\u9ad4\u4f7f\u7528\u5834\u666f\u548c\u500b\u4eba\u504f\u597d\uff0c\u800c\u975e\u67d0\u500b\u6a21\u578b\u7d55\u5c0d\u512a\u65bc\u53e6\u4e00\u500b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53e6\u5916\uff0cCodex \u7684\u5373\u6642\u4e92\u52d5\u5f15\u5c0e\u529f\u80fd\u548c Claude Code \u7684\u5b50\u4ee3\u7406\u5718\u968a\uff0c\u90fd\u6307\u5411\u540c\u4e00\u500b\u8da8\u52e2\uff1aAI \u7de8\u78bc\u5de5\u5177\u6b63\u5f9e\u300c\u4e00\u6b21\u63d0\u793a\u3001\u7b49\u5f85\u7d50\u679c\u300d\u7684\u6a21\u5f0f\uff0c\u8d70\u5411\u66f4\u5177\u4e92\u52d5\u6027\u548c\u5354\u4f5c\u6027\u7684\u5de5\u4f5c\u65b9\u5f0f\u3002\u9019\u5c0d\u65bc\u9700\u8981\u9577\u6642\u9593\u904b\u884c\u7684\u8907\u96dc\u4efb\u52d9\u4f86\u8aaa\uff0c\u662f\u4e00\u500b\u975e\u5e38\u5be6\u7528\u7684\u9032\u5316\u65b9\u5411\u3002<\/p>\n\n    \n\n<div id=\"quiz-02f6da30\">\n<style>\n#quiz-02f6da30 .badge {\n        display: inline-block;\n        padding: 4px 10px;\n        border-radius: 12px;\n        font-size: 0.75em;\n        font-weight: bold;\n        margin-left: 8px;\n      }#quiz-02f6da30 .badge.scenario {\n        background: #ebf8ff;\n        color: #2b6cb0;\n      }#quiz-02f6da30 .badge.debug {\n        background: #fef3c7;\n        color: #92400e;\n      }#quiz-02f6da30 .question-adv {\n        background: white;\n        border-radius: 10px;\n        padding: 24px;\n        margin: 20px 0;\n        box-shadow: 0 2px 8px rgba(0, 0, 0, 0.08);\n        border-left: 4px solid #ed8936;\n      }#quiz-02f6da30 .question-adv h3 {\n        margin-top: 0;\n        color: #2d3748;\n      }#quiz-02f6da30 .code-block {\n        background: #1e1e1e;\n        color: #d4d4d4;\n        padding: 14px;\n        border-radius: 6px;\n        font-family: \"Menlo\", \"Monaco\", \"Courier New\", monospace;\n        font-size: 0.9em;\n        overflow-x: auto;\n        margin: 12px 0;\n        white-space: pre-wrap;\n      }#quiz-02f6da30 .options-adv {\n        list-style: none;\n        padding: 0;\n      }#quiz-02f6da30 .options-adv li {\n        padding: 14px 16px;\n        margin: 10px 0;\n        border: 2px solid #e2e8f0;\n        border-radius: 8px;\n        cursor: pointer;\n        transition: all 0.2s;\n      }#quiz-02f6da30 .options-adv li:hover:not(.disabled) {\n        border-color: #ed8936;\n        background: #fffaf0;\n      }#quiz-02f6da30 .options-adv li.disabled {\n        cursor: default;\n        opacity: 0.7;\n      }#quiz-02f6da30 .options-adv li.show-answer {\n        border-color: #48bb78;\n        background: #f0fff4;\n      }#quiz-02f6da30 .options-adv li.wrong {\n        border-color: #fc8181;\n        background: #fff5f5;\n      }#quiz-02f6da30 .feedback-adv {\n        margin-top: 16px;\n        padding: 14px;\n        border-radius: 8px;\n        display: none;\n        line-height: 1.6;\n      }#quiz-02f6da30 .feedback-adv.correct {\n        background: #f0fff4;\n        color: #276749;\n        display: block;\n      }#quiz-02f6da30 .feedback-adv.wrong {\n        background: #fff5f5;\n        color: #c53030;\n        display: block;\n      }#quiz-02f6da30 .feedback-adv \n      .score-adv {\n        text-align: center;\n        font-size: 1.4em;\n        padding: 24px;\n        background: white;\n        border-radius: 10px;\n        margin-top: 24px;\n        box-shadow: 0 2px 8px rgba(0, 0, 0, 0.08);\n      }#quiz-02f6da30 .intro {\n        background: #ebf8ff;\n        padding: 16px;\n        border-radius: 8px;\n        margin-bottom: 20px;\n        color: #2c5282;\n      }\n<\/style>\n<h1>\u9032\u968e\u6e2c\u9a57\uff1aOpus 4.6 vs Codex 5.3 \u5be6\u6e2c\u5c0d\u6bd4<\/h1>\n    <div class=\"intro\">\n      <strong>\u6e2c\u9a57\u76ee\u6a19\uff1a<\/strong>\u9a57\u8b49\u4f60\u662f\u5426\u80fd\u5728\u5be6\u969b\u60c5\u5883\u4e2d\u61c9\u7528\u6240\u5b78\uff0c\u5305\u62ec AI \u7de8\u78bc\u6a21\u578b\u7684\u9078\u64c7\u7b56\u7565\u8207\u7a0b\u5f0f\u78bc\u54c1\u8cea\u5224\u65b7\u3002<br \/>\n      \u5171 5 \u984c\uff0c\u5305\u542b\u60c5\u5883\u984c\u8207\u932f\u8aa4\u8a3a\u65b7\u984c\u3002\n    <\/div>\n\n    <!-- \u60c5\u5883\u984c 1 -->\n    <div class=\"question-adv\" id=\"qAdv1\">\n      <h3>1. \u4f60\u6b63\u5728\u5c07\u4e00\u500b\u4f7f\u7528 AI SDK v5 \u7684 Convex \u5c08\u6848\u5347\u7d1a\u5230 v6\uff0c\u9077\u79fb\u6d89\u53ca\u5927\u91cf\u578b\u5225\u8b8a\u66f4\u548c breaking changes\u3002\u4f60\u60f3\u7528 AI \u7de8\u78bc\u6a21\u578b\u4f86\u81ea\u52d5\u4fee\u5fa9\u9019\u4e9b\u932f\u8aa4\u3002\u6839\u64da\u5f71\u7247\u6e2c\u8a66\u7d50\u679c\uff0c\u4ee5\u4e0b\u54ea\u500b\u7b56\u7565\u6700\u5408\u7406\uff1f <span class=\"badge scenario\">\u60c5\u5883\u984c<\/span><\/h3>\n      <div class=\"code-block\">\u60c5\u5883\uff1a\u5c08\u6848\u5347\u7d1a\u5f8c\u51fa\u73fe\u5927\u91cf\u578b\u5225\u932f\u8aa4\u548c\u5efa\u69cb\u932f\u8aa4\n\u9700\u6c42\uff1a\u4fee\u5fa9\u6240\u6709\u932f\u8aa4\uff0c\u4e14\u907f\u514d\u4f7f\u7528 TypeScript hack\uff08\u5982 as any\uff09\n\u53ef\u7528\u5de5\u5177\uff1aCodex 5.3\u3001Claude Opus 4.6<\/div>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(1, 'A', 'C')\">A. \u53ea\u7528 Codex 5.3\uff0c\u56e0\u70ba\u5b83\u5728 Terminal Bench 2.0 \u5206\u6578\u6700\u9ad8\uff0c\u6240\u4ee5\u4e00\u5b9a\u6700\u9069\u5408<\/li>\n        <li onclick=\"checkAnswerAdv(1, 'B', 'C')\">B. \u53ea\u7528 Opus 4.6\uff0c\u56e0\u70ba\u5b83\u5728\u7a0b\u5f0f\u78bc\u5be9\u67e5\u4e2d\u88ab Codex 5.3 \u8a55\u50f9\u70ba\u6709\u66f4\u597d\u7684\u9077\u79fb\u67b6\u69cb<\/li>\n        <li onclick=\"checkAnswerAdv(1, 'C', 'C')\">C. \u5148\u7528\u5176\u4e2d\u4e00\u500b\u6a21\u578b\u5b8c\u6210\u9077\u79fb\uff0c\u518d\u7528\u53e6\u4e00\u500b\u6a21\u578b\u505a\u7a0b\u5f0f\u78bc\u5be9\u67e5\uff0c\u53d6\u5169\u8005\u5404\u81ea\u7684\u512a\u52e2<\/li>\n        <li onclick=\"checkAnswerAdv(1, 'D', 'C')\">D. \u5206\u5225\u7528\u5169\u500b\u6a21\u578b\u5404\u505a\u4e00\u6b21\uff0c\u7136\u5f8c\u624b\u52d5\u5408\u4f75\u5169\u500b\u7248\u672c\u7684\u6240\u6709\u6539\u52d5<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv1\"><\/div>\n    <\/div>\n\n    <!-- \u60c5\u5883\u984c 2 -->\n    <div class=\"question-adv\" id=\"qAdv2\">\n      <h3>2. \u4f60\u7684\u5718\u968a\u9700\u8981\u4f7f\u7528 AI \u6a21\u578b\u4f86\u57f7\u884c\u4e00\u500b\u9810\u8a08\u9700\u8981 30-40 \u5206\u9418\u7684\u5927\u578b\u91cd\u69cb\u4efb\u52d9\u3002\u4f60\u64d4\u5fc3\u6a21\u578b\u8d70\u932f\u65b9\u5411\u6642\u6703\u6d6a\u8cbb\u5927\u91cf\u6642\u9593\u3002\u6839\u64da\u5f71\u7247\u4ecb\u7d39\u7684\u65b0\u529f\u80fd\uff0c\u54ea\u500b\u65b9\u6848\u6700\u80fd\u89e3\u6c7a\u9019\u500b\u554f\u984c\uff1f <span class=\"badge scenario\">\u60c5\u5883\u984c<\/span><\/h3>\n      <div class=\"code-block\">\u60c5\u5883\uff1a\u9577\u6642\u9593\u57f7\u884c\u7684 AI \u7de8\u78bc\u4efb\u52d9\n\u75db\u9ede\uff1a\u7121\u6cd5\u78ba\u5b9a\u6a21\u578b\u662f\u5426\u5728\u6b63\u78ba\u7684\u65b9\u5411\u4e0a\u5de5\u4f5c\n\u9700\u6c42\uff1a\u80fd\u5728\u904e\u7a0b\u4e2d\u5373\u6642\u8abf\u6574\u65b9\u5411<\/div>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(2, 'A', 'B')\">A. \u4f7f\u7528 Claude Code \u7684\u5b50\u4ee3\u7406\u5718\u968a\u529f\u80fd\uff0c\u8b93\u591a\u500b\u4ee3\u7406\u540c\u6642\u5617\u8a66\u4e0d\u540c\u65b9\u6848<\/li>\n        <li onclick=\"checkAnswerAdv(2, 'B', 'B')\">B. \u4f7f\u7528 Codex 5.3 \u7684\u5373\u6642\u4e92\u52d5\u5f15\u5c0e\u529f\u80fd\uff0c\u5728\u6a21\u578b\u5de5\u4f5c\u904e\u7a0b\u4e2d\u5373\u6642\u63d0\u554f\u548c\u8abf\u6574\u65b9\u5411<\/li>\n        <li onclick=\"checkAnswerAdv(2, 'C', 'B')\">C. \u4f7f\u7528 Claude \u7684\u81ea\u9069\u61c9\u601d\u8003\u6a21\u5f0f\uff0c\u8b93\u6a21\u578b\u81ea\u52d5\u6c7a\u5b9a\u601d\u8003\u6df1\u5ea6<\/li>\n        <li onclick=\"checkAnswerAdv(2, 'D', 'B')\">D. \u4f7f\u7528 Opus 4.6 \u7684 100 \u842c token \u4e0a\u4e0b\u6587\u8996\u7a97\uff0c\u78ba\u4fdd\u6a21\u578b\u80fd\u8b80\u53d6\u6240\u6709\u7a0b\u5f0f\u78bc<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv2\"><\/div>\n    <\/div>\n\n    <!-- \u60c5\u5883\u984c 3 -->\n    <div class=\"question-adv\" id=\"qAdv3\">\n      <h3>3. \u4f60\u7528 AI \u6a21\u578b\u751f\u6210\u4e86\u4e00\u500b Landing Page\uff0c\u5ba2\u6236\u53cd\u994b\u300c\u770b\u8d77\u4f86\u5c31\u50cf AI \u505a\u7684\uff0c\u592a\u6c92\u6709\u500b\u6027\u4e86\u300d\u3002\u6839\u64da\u5f71\u7247\u7684 UI \u8a2d\u8a08\u6e2c\u8a66\u7d50\u679c\uff0c\u6700\u53ef\u80fd\u51fa\u73fe\u9019\u7a2e\u53cd\u994b\u7684\u8a2d\u8a08\u7279\u5fb5\u662f\u4ec0\u9ebc\uff1f <span class=\"badge scenario\">\u60c5\u5883\u984c<\/span><\/h3>\n      <div class=\"code-block\">\u5ba2\u6236\u53cd\u994b\uff1a\u300c\u9019\u500b\u9801\u9762\u4e00\u770b\u5c31\u662f AI \u751f\u6210\u7684\uff0c\u6c92\u6709\u8a2d\u8a08\u5e2b\u7684\u624b\u611f\u300d\n\u76ee\u524d\u72c0\u614b\uff1a\u9801\u9762\u529f\u80fd\u5b8c\u6574\uff0c\u4f48\u5c40\u5408\u7406\uff0c\u4f46\u7f3a\u4e4f\u7368\u7279\u6027<\/div>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(3, 'A', 'A')\">A. \u4f7f\u7528\u4e86\u7d2b\u8272\u6f38\u5c64\u548c\u5178\u578b\u7684 Vibe Coding \u98a8\u683c\uff0c\u7f3a\u4e4f\u8a2d\u8a08\u500b\u6027<\/li>\n        <li onclick=\"checkAnswerAdv(3, 'B', 'A')\">B. \u9801\u9762\u5167\u5bb9\u592a\u5c11\uff0c\u53ea\u6709\u4e00\u500b\u8da8\u52e2\u6a19\u7c64\u5340\u584a<\/li>\n        <li onclick=\"checkAnswerAdv(3, 'C', 'A')\">C. \u63a1\u7528\u4e86\u65b0\u7c97\u7377\u4e3b\u7fa9\uff08neo brutalism\uff09\u8a2d\u8a08\u98a8\u683c<\/li>\n        <li onclick=\"checkAnswerAdv(3, 'D', 'A')\">D. \u7f3a\u5c11\u71b1\u9580 feed \u548c\u898f\u5247\u9801\u9762\u7b49\u529f\u80fd\u5340\u584a<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv3\"><\/div>\n    <\/div>\n\n    <!-- \u932f\u8aa4\u8a3a\u65b7\u984c 1 -->\n    <div class=\"question-adv\" id=\"qAdv4\">\n      <h3>4. \u5728 AI SDK v6 \u9077\u79fb\u6e2c\u8a66\u4e2d\uff0cCodex 5.3 \u7684\u7a0b\u5f0f\u78bc\u88ab\u767c\u73fe\u6709\u4e00\u500b\u67b6\u69cb\u4e0a\u7684\u554f\u984c\u3002\u4ee5\u4e0b\u662f\u5b83\u7522\u751f\u7684\u7a0b\u5f0f\u78bc\u7247\u6bb5\u7c21\u5316\u793a\u610f\u3002\u9019\u6bb5\u7a0b\u5f0f\u78bc\u6700\u5927\u7684\u554f\u984c\u662f\u4ec0\u9ebc\uff1f <span class=\"badge debug\">\u932f\u8aa4\u8a3a\u65b7<\/span><\/h3>\n      <div class=\"code-block\">\/\/ Codex 5.3 \u751f\u6210\u7684\u7a0b\u5f0f\u78bc\nfunction convertUIMessageToModelMessage(message) {\n  \/\/ \u81ea\u884c\u5be6\u4f5c\u4e86\u5b8c\u6574\u7684\u8a0a\u606f\u8f49\u63db\u908f\u8f2f\n  \/\/ \u5305\u542b role mapping\u3001content parsing \u7b49\n  const role = mapRole(message.role);\n  const content = parseContent(message.content);\n  return { role, content };\n}\n\n\/\/ \u5be6\u969b\u4e0a AI SDK v6 \u5df2\u5167\u5efa\uff1a\n\/\/ import { convertToModelMessages } from &#8216;ai&#8217;;<\/div>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(4, 'A', 'B')\">A. \u51fd\u5f0f\u547d\u540d\u4e0d\u7b26\u5408 AI SDK \u7684\u6163\u4f8b\uff0c\u61c9\u8a72\u6539\u540d<\/li>\n        <li onclick=\"checkAnswerAdv(4, 'B', 'B')\">B. \u91cd\u65b0\u9020\u8f2a\u5b50\u2014\u2014AI SDK \u5df2\u63d0\u4f9b\u5167\u5efa\u51fd\u5f0f\uff0c\u81ea\u884c\u5be6\u4f5c\u6703\u589e\u52a0\u672a\u4f86\u5347\u7d1a\u7684\u7dad\u8b77\u6210\u672c<\/li>\n        <li onclick=\"checkAnswerAdv(4, 'C', 'B')\">C. \u6c92\u6709\u8655\u7406\u932f\u8aa4\u60c5\u6cc1\uff0c\u7f3a\u5c11 try-catch \u5340\u584a<\/li>\n        <li onclick=\"checkAnswerAdv(4, 'D', 'B')\">D. \u4f7f\u7528\u4e86 TypeScript hack\uff08\u5982 as any\uff09\uff0c\u578b\u5225\u4e0d\u5b89\u5168<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv4\"><\/div>\n    <\/div>\n\n    <!-- \u932f\u8aa4\u8a3a\u65b7\u984c 2 -->\n    <div class=\"question-adv\" id=\"qAdv5\">\n      <h3>5. \u4f60\u7684\u540c\u4e8b\u6bd4\u8f03\u4e86 Opus 4.6 \u548c Codex 5.3\uff0c\u5f97\u51fa\u7d50\u8ad6\uff1a\u300cCodex 5.3 \u5728 Terminal Bench 2.0 \u4e0a\u5927\u5e45\u9818\u5148\uff0c\u6240\u4ee5\u5728\u6240\u6709\u7a0b\u5f0f\u4efb\u52d9\u4e0a\u90fd\u4e00\u5b9a\u6bd4 Opus 4.6 \u597d\u3002\u300d\u9019\u500b\u63a8\u8ad6\u7684\u6700\u5927\u554f\u984c\u662f\u4ec0\u9ebc\uff1f <span class=\"badge debug\">\u932f\u8aa4\u8a3a\u65b7<\/span><\/h3>\n      <div class=\"code-block\">\u540c\u4e8b\u7684\u63a8\u8ad6\uff1a\n\u524d\u63d0\uff1aCodex 5.3 \u5728 Terminal Bench 2.0 \u9818\u5148 Opus 4.6 \u8d85\u904e 10%\n\u7d50\u8ad6\uff1aCodex 5.3 \u5728\u6240\u6709\u7a0b\u5f0f\u7de8\u78bc\u4efb\u52d9\u4e2d\u90fd\u512a\u65bc Opus 4.6<\/div>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(5, 'A', 'C')\">A. Terminal Bench 2.0 \u4e0d\u662f\u53ef\u9760\u7684\u57fa\u6e96\u6e2c\u8a66\uff0c\u4e0d\u61c9\u4f5c\u70ba\u53c3\u8003<\/li>\n        <li onclick=\"checkAnswerAdv(5, 'B', 'C')\">B. Opus 4.6 \u7684\u975e\u63a8\u7406\u7248\u672c\u5c1a\u672a\u88ab\u5b8c\u6574\u8a55\u6e2c\uff0c\u6240\u4ee5\u5206\u6578\u4e0d\u6e96<\/li>\n        <li onclick=\"checkAnswerAdv(5, 'C', 'C')\">C. \u5be6\u6e2c\u7d50\u679c\u986f\u793a\u5169\u8005\u5404\u6709\u52dd\u8ca0\uff08\u9077\u79fb\u4efb\u52d9\u4e92\u6709\u512a\u52a3\u3001\u904a\u6232 Opus \u52dd\u3001UI \u8a2d\u8a08 Codex \u52dd\uff09\uff0c\u55ae\u4e00\u57fa\u6e96\u7121\u6cd5\u4ee3\u8868\u6240\u6709\u5834\u666f<\/li>\n        <li onclick=\"checkAnswerAdv(5, 'D', 'C')\">D. \u56e0\u70ba Anthropic \u548c OpenAI \u4f7f\u7528\u4e0d\u540c\u7684\u57fa\u6e96\u6e2c\u8a66\uff0c\u6240\u4ee5\u7121\u6cd5\u505a\u4efb\u4f55\u6bd4\u8f03<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv5\"><\/div>\n    <\/div>\n\n    <div class=\"score-adv\" id=\"scoreAdv\" style=\"display:none;\"><\/div>\n<script>\n\n      let answeredAdv = 0;\n      let correctAdv = 0;\n      const totalAdv = 5;\n      const explanationsAdv = {\n        1: \"\u5f71\u7247\u4e2d\u4f5c\u8005\u7684\u5be6\u969b\u505a\u6cd5\u6b63\u662f\u5982\u6b64\uff1a\u5148\u8b93\u5169\u500b\u6a21\u578b\u5404\u81ea\u5b8c\u6210\u9077\u79fb\uff0c\u518d\u7528 Codex 5.3 \u505a\u4ea4\u53c9\u7a0b\u5f0f\u78bc\u5be9\u67e5\u3002\u7d50\u679c\u986f\u793a Opus \u7684\u9077\u79fb\u67b6\u69cb\u66f4\u597d\uff0c\u4f46 Codex \u7684\u5de5\u5177\u5be9\u6838\u908f\u8f2f\u503c\u5f97\u501f\u9451\u3002\u55ae\u4e00\u57fa\u6e96\u6e2c\u8a66\u5206\u6578\u7121\u6cd5\u5b8c\u5168\u4ee3\u8868\u5be6\u969b\u8868\u73fe\uff0c\u800c\u624b\u52d5\u5408\u4f75\u6240\u6709\u6539\u52d5\u65e2\u8cbb\u6642\u53c8\u5bb9\u6613\u5f15\u5165\u885d\u7a81\u3002\u6700\u4f73\u7b56\u7565\u662f\u7d50\u5408\u5169\u8005\u512a\u52e2\u2014\u2014\u7528\u4e00\u500b\u6a21\u578b\u505a\u4e3b\u8981\u958b\u767c\uff0c\u518d\u7528\u53e6\u4e00\u500b\u6a21\u578b\u5be9\u67e5\u3002\",\n        2: \"Codex 5.3 \u65b0\u589e\u7684\u5373\u6642\u4e92\u52d5\u5f15\u5c0e\u529f\u80fd\u6b63\u662f\u70ba\u89e3\u6c7a\u9019\u500b\u75db\u9ede\u800c\u8a2d\u8a08\u3002\u5f71\u7247\u63d0\u5230\uff0c\u4f7f\u7528\u8005\u53ef\u4ee5\u5728\u6a21\u578b\u5de5\u4f5c\u904e\u7a0b\u4e2d\u5373\u6642\u63d0\u554f\u3001\u8a0e\u8ad6\u65b9\u6848\u4e26\u5f15\u5c0e\u65b9\u5411\uff0c\u4e0d\u5fc5\u7b49\u5f85\u6700\u7d42\u8f38\u51fa\u3002\u5b50\u4ee3\u7406\u5718\u968a\u662f\u7528\u65bc\u5206\u5de5\u5354\u4f5c\u800c\u975e\u5373\u6642\u8abf\u6574\u65b9\u5411\uff1b\u81ea\u9069\u61c9\u601d\u8003\u6a21\u5f0f\u662f\u63a7\u5236\u63a8\u7406\u6df1\u5ea6\u800c\u975e\u4eba\u6a5f\u4e92\u52d5\uff1b\u5927\u4e0a\u4e0b\u6587\u8996\u7a97\u89e3\u6c7a\u7684\u662f\u8cc7\u8a0a\u91cf\u554f\u984c\u800c\u975e\u5373\u6642\u56de\u994b\u554f\u984c\u3002\",\n        3: \"\u5f71\u7247\u4e2d\u660e\u78ba\u6307\u51fa Opus 4.6 \u751f\u6210\u7684 Landing Page \u4f7f\u7528\u4e86\u7d2b\u8272\u6f38\u5c64\uff0c\u300c\u4e00\u770b\u5c31\u662f Vibe Coding \u751f\u6210\u7684\u300d\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0cCodex 5.3 \u63a1\u7528\u65b0\u7c97\u7377\u4e3b\u7fa9\u98a8\u683c\uff0c\u770b\u8d77\u4f86\u66f4\u6709\u624b\u5de5\u8a2d\u8a08\u611f\u3002\u9078\u9805 B \u548c D \u63cf\u8ff0\u7684\u662f Codex \u7248\u672c\u7684\u7279\u5fb5\uff08\u5167\u5bb9\u8f03\u5c11\uff09\uff1b\u9078\u9805 C \u7684\u65b0\u7c97\u7377\u4e3b\u7fa9\u98a8\u683c\u53cd\u800c\u662f\u88ab\u8a8d\u70ba\u66f4\u6709\u500b\u6027\u7684\u8a2d\u8a08\u3002\",\n        4: \"\u5f71\u7247\u4e2d\u4f5c\u8005\u660e\u78ba\u6307\u51fa\u9019\u662f Codex 5.3 \u5728\u9077\u79fb\u6e2c\u8a66\u4e2d\u7684\u4e00\u500b\u91cd\u8981\u554f\u984c\uff1aAI SDK \u5df2\u7d93\u63d0\u4f9b\u4e86 <code>convertToModelMessages<\/code> \u5167\u5efa\u51fd\u5f0f\uff0cCodex \u537b\u81ea\u884c\u91cd\u65b0\u5be6\u4f5c\u4e86\u6574\u5957\u908f\u8f2f\u3002\u9019\u610f\u5473\u8457\u672a\u4f86 AI SDK \u5347\u7d1a\u6642\uff0c\u9019\u6bb5\u81ea\u8a02\u7a0b\u5f0f\u78bc\u9700\u8981\u984d\u5916\u7dad\u8b77\u548c\u66f4\u65b0\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0cOpus 4.6 \u6b63\u78ba\u5730\u4f7f\u7528\u4e86 SDK \u5167\u5efa\u51fd\u5f0f\u3002\u5f71\u7247\u4e2d\u4e5f\u63d0\u5230\uff0c\u63d0\u793a\u8a5e\u660e\u78ba\u8981\u6c42\u907f\u514d TypeScript hack\uff0c\u9019\u4e0d\u662f\u6b64\u8655\u7684\u554f\u984c\u3002\",\n        5: \"\u5f71\u7247\u7684\u4e09\u500b\u5be6\u969b\u6e2c\u8a66\u6e05\u695a\u5730\u986f\u793a\uff1a\u5728 SDK \u9077\u79fb\u4efb\u52d9\u4e2d\u5169\u8005\u4e92\u6709\u512a\u52a3\uff08Opus \u67b6\u69cb\u66f4\u597d\u4f46\u9700\u8981\u5169\u6b21\u63d0\u793a\uff0cCodex \u4e00\u6b21\u5b8c\u6210\u4f46\u6709\u91cd\u9020\u8f2a\u5b50\u7684\u554f\u984c\uff09\uff1b\u5728 Club Penguin \u904a\u6232\u958b\u767c\u4e2d Opus \u7565\u52dd\uff1b\u5728 UI \u8a2d\u8a08\u4e2d Codex \u7565\u52dd\u3002\u9019\u8b49\u660e\u55ae\u4e00\u57fa\u6e96\u6e2c\u8a66\u7121\u6cd5\u5b8c\u5168\u53cd\u6620\u6a21\u578b\u5728\u5404\u7a2e\u5be6\u969b\u5834\u666f\u4e2d\u7684\u8868\u73fe\u3002\u9078\u9805 A \u904e\u65bc\u6975\u7aef\uff0cTerminal Bench \u4ecd\u6709\u53c3\u8003\u50f9\u503c\uff1b\u9078\u9805 B \u662f\u4e8b\u5be6\u4f46\u4e0d\u662f\u63a8\u8ad6\u7684\u6838\u5fc3\u554f\u984c\uff1b\u9078\u9805 D \u4e5f\u904e\u65bc\u6975\u7aef\uff0c\u90e8\u5206\u57fa\u6e96\u4ecd\u53ef\u505a\u6bd4\u8f03\u3002\"\n      };\n\n      function checkAnswerAdv(qNum, selected, correctAns) {\n        const question = document.getElementById(\"qAdv\" + qNum);\n        if (question.classList.contains(\"answered\")) return;\n\n        question.classList.add(\"answered\");\n        answeredAdv++;\n\n        const options = question.querySelectorAll(\".options-adv li\");\n        options.forEach((opt) => {\n          opt.classList.add(\"disabled\");\n          if (opt.textContent.startsWith(correctAns + \".\")) {\n            opt.classList.add(\"show-answer\");\n          }\n        });\n\n        const feedback = document.getElementById(\"fbAdv\" + qNum);\n        if (selected === correctAns) {\n          correctAdv++;\n          feedback.className = \"feedback-adv correct\";\n          feedback.innerHTML = \"\u2713 \u6b63\u78ba\uff01\" + explanationsAdv[qNum];\n        } else {\n          feedback.className = \"feedback-adv wrong\";\n          feedback.innerHTML =\n            \"\u2717 \u932f\u8aa4\u3002\u6b63\u78ba\u7b54\u6848\u662f \" + correctAns + \"\u3002\" + explanationsAdv[qNum];\n          options.forEach((opt) => {\n            if (opt.textContent.startsWith(selected + \".\")) {\n              opt.classList.add(\"wrong\");\n            }\n          });\n        }\n\n        if (answeredAdv === totalAdv) {\n          const scoreDiv = document.getElementById(\"scoreAdv\");\n          scoreDiv.style.display = \"block\";\n          let msg = \"\";\n          if (correctAdv === totalAdv) msg = \"\ud83c\udfaf \u5b8c\u7f8e\uff01\u4f60\u5df2\u7d93\u6e96\u5099\u597d\u5be6\u6230\u4e86\uff01\";\n          else if (correctAdv >= Math.ceil(totalAdv * 0.8))\n            msg = \"\ud83d\udcaa \u5f88\u68d2\uff01\u518d\u8907\u7fd2\u4e00\u4e0b\u932f\u7684\u984c\u76ee\";\n          else if (correctAdv >= Math.ceil(totalAdv * 0.6))\n            msg = \"\ud83d\udcd6 \u5efa\u8b70\u91cd\u8b80\u76f8\u95dc\u6bb5\u843d\u5f8c\u518d\u8a66\u4e00\u6b21\";\n          else msg = \"\ud83d\udd04 \u5efa\u8b70\u91cd\u65b0\u95b1\u8b80\u6587\u4ef6\uff0c\u7279\u5225\u6ce8\u610f\u64cd\u4f5c\u6d41\u7a0b\";\n          scoreDiv.innerHTML =\n            \"\u6e2c\u9a57\u5b8c\u6210\uff01\u5f97\u5206\uff1a\" + correctAdv + \" \/ \" + totalAdv + \"<br>\" + msg;\n        }\n      }\n    \n<\/script>\n<\/div>\n\n\n<div class=\"wp-like-post__wrapper\" style=\"\"><button type=\"button\" class=\"wp-like-post__button \" style=\"height: 30px; color: #000000;\" data-post-id=\"696\" data-total-likes=\"0\" 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