{"id":1299,"date":"2026-05-28T09:03:13","date_gmt":"2026-05-28T01:03:13","guid":{"rendered":"https:\/\/blog.liu-qi.cn\/2026\/05\/28\/x-daily-2026-05-27\/"},"modified":"2026-05-28T09:03:13","modified_gmt":"2026-05-28T01:03:13","slug":"x-daily-2026-05-27","status":"publish","type":"post","link":"https:\/\/blog.liu-qi.cn\/2026\/05\/28\/x-daily-2026-05-27\/","title":{"rendered":"X \u5e73\u53f0 5\u670827\u65e5 AI \u7b80\u8baf\uff5c\u652f\u4ed8\u5b9d\u53d1\u5e03AI\u652f\u4ed8\u56db\u4ef6\u5957\uff0c\u5c0f\u7c73MiMo API\u964d\u4ef799%\uff0cMiniMax\u53d1\u5e03M2\u6280\u672f\u62a5\u544a"},"content":{"rendered":"<h2 id=\"topic-8a5125fe83\">\u652f\u4ed8\u5b9d\u53d1\u5e03AI\u652f\u4ed8\u56db\u4ef6\u5957\uff0cAgent\u4ea4\u6613\u95ed\u73af\u57fa\u7840\u8bbe\u65bd\u843d\u5730<\/h2>\n<p>\u652f\u4ed8\u5b9d\u5728AI\u652f\u4ed8\u751f\u6001\u5927\u4f1a\u4e0a\u53d1\u5e03\u4e86\u9762\u5411Agent\u65f6\u4ee3\u7684\u4e00\u6574\u5957\u652f\u4ed8\u57fa\u7840\u8bbe\u65bd\u3002AI\u4ed8\u8ba9Agent\u53ef\u4ee5\u8c03\u8d77\u652f\u4ed8\u8ba2\u5355\uff0c\u7528\u6237\u53ef\u9009\u62e9\u6bcf\u7b14\u786e\u8ba4\u6216\u8bbe\u7f6e\u5c0f\u989d\u514d\u786e\u8ba4\uff1bAI\u94b1\u5305\u9762\u5411\u7528\u6237\u7ba1\u7406Agent\u6388\u6743\uff0c\u8986\u76d6\u652f\u4ed8\u524d\u610f\u56fe\u7ba1\u7406\u3001\u652f\u4ed8\u4e2d\u98ce\u9669\u9884\u8b66\u3001\u652f\u4ed8\u540eAI\u8d26\u5355\u67e5\u8be2\uff1bToken Pay\u9762\u5411\u4f01\u4e1a\u89e3\u51b3\u6a21\u578b\u8ba2\u9605\u3001Token\u5145\u503c\u3001\u5f00\u7968\u5bf9\u8d26\u7b49\u95ee\u9898\uff0c\u652f\u4ed8\u5b9d\u79f0\u53ef\u5c06\u8ba2\u9605\u6210\u529f\u7387\u63d0\u534770%\uff1bAI\u6536\u5219\u8ba9Agent\u53ef\u4ee5\u66f4\u65b9\u4fbf\u5730\u5411\u5546\u5bb6\u8d2d\u4e70\u5546\u54c1\u6216\u670d\u52a1\u3002\u73b0\u573a\u8fd8\u53d1\u5e03\u4e86\u4e24\u4e2a\u5f00\u53d1\u8005\u5de5\u5177\uff1a\u4e00\u53e5\u8bdd\u96c6\u6210\u652f\u4ed8\u5b9d\u7684Skill\uff0c\u4ee5\u53ca\u4f9bAI\u8c03\u5ea6\u8c03\u8bd5\u7528\u7684\u652f\u4ed8\u5b9dCLI\u6c99\u7bb1\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u8682\u8681\u96c6\u56e2CEO\u97e9\u6b46\u6bc5\u540c\u671f\u5206\u4eab\u4e86Agent\u65f6\u4ee3\u7684\u7ecf\u6d4e\u601d\u8003\uff0c\u6307\u51fa\u65b0\u7684\u7f51\u7edc\u6548\u5e94\u5c06\u56f4\u7ed5Agent\u751f\u6001\u5f62\u6210\uff0cToken\u4f1a\u6210\u4e3a\u4ef7\u503c\u7684\u65b0\u8f7d\u4f53\uff0cAI\u652f\u4ed8\u662f\u672a\u6765\u6700\u91cd\u8981\u7684\u57fa\u7840\u8bbe\u65bd\u4e4b\u4e00\uff0c\u652f\u4ed8\u5b9dAI\u652f\u4ed8\u56e2\u961f\u5728\u5185\u90e8\u6218\u7565\u5730\u4f4d\u5f88\u9ad8\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2059477719289856000\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2059477719289856000<\/a><\/li>\n<li>@oran_ge: <a href=\"https:\/\/x.com\/oran_ge\/status\/2059607509292445824\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/oran_ge\/status\/2059607509292445824<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-0c00621c8e\">\u5c0f\u7c73MiMo API\u964d\u4ef799%\uff0c\u5b98\u7f51Pro\u4f1a\u5458\u51fa\u73b0\u4e00\u5206\u94b1bug<\/h2>\n<p>\u5c0f\u7c73MiMo\u5b98\u65b9\u5ba3\u5e03V2.5\u7cfb\u5217API\u5b9a\u4ef7\u5927\u5e45\u4e0b\u8c03\uff0c\u8f93\u5165\u4ef7\u683c\u964d\u5e45\u9ad8\u8fbe99%\uff0c\u8f93\u51fa\u964d\u4ef780%\uff0c\u540c\u65f6\u7edf\u4e00\u4e86\u6240\u6709\u4e0a\u4e0b\u6587\u957f\u5ea6\u7684\u5b9a\u4ef7\u3002Token Plan\u989d\u5ea6\u8f83\u6b64\u524d\u63d0\u53475\u52308\u500d\uff0c\u6240\u6709\u73b0\u6709\u7528\u6237\u7684Token Plan\u989d\u5ea6\u5168\u90e8\u91cd\u7f6e\u3002\u5b98\u65b9\u8868\u793a\u8fd9\u662f\u6301\u7eed\u63a8\u7406\u4f18\u5316\u548cserving\u6548\u7387\u63d0\u5347\u7684\u7ed3\u679c\uff0c\u540e\u7eed\u5c06\u53d1\u5e03\u8be6\u7ec6\u6280\u672f\u535a\u5ba2\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u5c0f\u7c73\u5927\u6a21\u578b\u5b98\u7f51\u51fa\u73b0\u5b9a\u4ef7bug\uff0c\u6709\u7528\u6237\u53d1\u73b0\u901a\u8fc7\u89e6\u53d1\u8865\u507f\u673a\u5236\u53ef\u4ee5\u4e00\u5206\u94b1\u8d2d\u4e70Pro\u4f1a\u5458\u3002\u6b64\u5916\uff0c\u5c0f\u7c73\u6a21\u578b\u5f00\u53d1\u6587\u6863\u4e2d\u5c06&quot;AI&quot;\u62fc\u5199\u4e3a&quot;AL&quot;\uff0c\u88ab\u535a\u4e3b\u5410\u69fd&quot;\u8349\u53f0\u73ed\u5b50&quot;\u3002\u5173\u4e8e\u96f7\u519b\u65e5\u5e38\u5de5\u4f5c\u65f6\u95f4\uff0c\u636e\u5c0f\u7c73\u524d\u5458\u5de5\u900f\u9732\uff0c\u96f7\u519b\u65e5\u5e38\u7ea6\u51cc\u66685\u70b9\u4e0a\u73ed\u3001\u665a\u4e0a\u8fd112\u70b9\u4e0b\u73ed\uff0c\u6709\u540c\u4e8b\u65e9\u8d77\u5065\u8eab\u65f6\u5076\u9047\u96f7\u519b\uff0c\u63a8\u6d4b\u5176\u6bcf\u5929\u7761\u7720\u4e0d\u8db35\u5c0f\u65f6\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@XiaomiMiMo: <a href=\"https:\/\/x.com\/XiaomiMiMo\/status\/2059314052892099070\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/XiaomiMiMo\/status\/2059314052892099070<\/a><\/li>\n<li>@op7418: <a href=\"https:\/\/x.com\/op7418\/status\/2059437482748637513\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/op7418\/status\/2059437482748637513<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2059467320901415289\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2059467320901415289<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2059587486515613876\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2059587486515613876<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2059585555437158824\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2059585555437158824<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-ce09840a57\">MiniMax\u53d1\u5e03M2\u6280\u672f\u62a5\u544a\uff0cM3\u5373\u5c06\u63a8\u51fa<\/h2>\n<p>MiniMax\u5728M3\u53d1\u5e03\u524d\u516c\u5f00\u4e86M2\u7cfb\u5217\u6280\u672f\u62a5\u544a\u3002M2\u65d7\u8230\u6a21\u578b\u603b\u53c2\u6570229.9B\uff0c\u6bcf\u4e2atoken\u4ec5\u6fc0\u6d3b9.8B\u53c2\u6570\uff0c\u539f\u751f\u4e0a\u4e0b\u6587192K\uff0c\u9884\u8bad\u7ec329.2T tokens\uff0c\u76ee\u6807\u662fcoding\u3001deep search\u3001office task\u7b49\u957f\u94fe\u8defAgent\u4efb\u52a1\u3002\u62a5\u544a\u6838\u5fc3\u89c2\u70b9\u662fAgent\u8bad\u7ec3\u4e0d\u80fd\u53ea\u8bad\u7ec3\u56de\u7b54\uff0c\u9700\u8981\u8ba9\u6a21\u578b\u8fdb\u5165\u6709workspace\u3001\u5de5\u5177\u3001artifact\u548creward\u7684\u53ef\u6267\u884c\u73af\u5883\u3002MiniMax\u4e3acoding\u4efb\u52a1\u642d\u5efa\u4e86GitHub PR\u5230Docker\u73af\u5883\u7684\u9a8c\u8bc1\u7ba1\u7ebf\uff0c\u4e3aAppDev\u4efb\u52a1\u505a\u4e86Agent-as-a-Verifier\u8ba9\u9a8c\u8bc1Agent\u771f\u6b63\u6253\u5f00\u5e94\u7528\u68c0\u67e5\u4ea4\u4e92\u8d28\u91cf\u3002\u66f4\u503c\u5f97\u5173\u6ce8\u7684\u662fM2.7\u7684self-evolution\u80fd\u529b\uff1a\u5b83\u53ef\u4ee5\u8bfb\u8bad\u7ec3\u65e5\u5fd7\u3001\u8bca\u65ad\u5f02\u5e38\u3001debug\u4ee3\u7801\u3001\u6539\u914d\u7f6e\uff0c\u8bba\u6587\u79f0\u80fd\u627f\u62c5RL\u56e2\u961f30%\u523050%\u7684\u65e5\u5e38\u8fed\u4ee3\u5de5\u4f5c\uff0c\u5bf9\u5185\u90e8Agent scaffold\u505a\u4e86100\u8f6e\u81ea\u4e3b\u8fed\u4ee3\u540e\u5185\u90e8\u8bc4\u6d4b\u63d0\u534730%\u3002\u62a5\u544a\u8ba4\u4e3a\u5c0f\u6fc0\u6d3b\u53c2\u6570\u53ef\u7701\u63a8\u7406\u6210\u672c\uff0c\u4f46\u771f\u6b63\u628a\u6a21\u578b\u63a8\u5230\u524d\u6cbf\u7684\u662fAgent\u6570\u636e\u3001\u53ef\u9a8c\u8bc1\u5956\u52b1\u3001\u957f\u7a0bRL\u548c\u81ea\u6211\u8fed\u4ee3\u7cfb\u7edf\u3002MiniMax\u5b98\u65b9\u540c\u65f6\u9884\u544aM3\u5373\u5c06\u63a8\u51fa\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2059486231692808216\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2059486231692808216<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2059316053516390556\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2059316053516390556<\/a><\/li>\n<li>@op7418: <a href=\"https:\/\/x.com\/op7418\/status\/2059454592010924329\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/op7418\/status\/2059454592010924329<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-59754ef8f2\">Agent\u7f16\u7a0b\u5de5\u5177\u96c6\u4e2d\u66f4\u65b0\uff0cClaude Code\u3001Grok Agent\u3001Codex\u5e76\u8fdb<\/h2>\n<p>\u591a\u4e2aAgent\u7f16\u7a0b\u5de5\u5177\u540c\u65e5\u53d1\u5e03\u91cd\u8981\u66f4\u65b0\u3002Claude Code v2.1.152\u65b0\u589e\/code-review &#8211;fix\u5728Review\u540e\u76f4\u63a5\u5c06\u4fee\u590d\u5e94\u7528\u5230\u5de5\u4f5c\u533a\uff1b\u6280\u80fd\u7cfb\u7edf\u652f\u6301\u70ed\u91cd\u8f7d\uff0c\u65b0\u589e\/reload-skills\u547d\u4ee4\uff1bHook\u80fd\u529b\u589e\u5f3a\uff0cSessionStart\u53ef\u8bbe\u7f6e\u4f1a\u8bdd\u6807\u9898\uff0c\u65b0\u589eMessageDisplay Hook\uff1b\u4e3b\u6a21\u578b\u4e0d\u53ef\u7528\u65f6\u81ea\u52a8\u5207\u6362\u5230fallback\u6a21\u578b\uff1bAuto mode\u4e0d\u518d\u9700\u8981\u786e\u8ba4\u3002Grok\u4e5f\u63a8\u51fa\u4e86\u81ea\u5df1\u7684Agent\uff0c\u652f\u6301\u751f\u56fe\u3001\u6587\u751f\u89c6\u9891\u548c\u8c03\u7528\u5168\u5c40skill\uff0cSuperGrok\u548cX Premium+\u8ba2\u9605\u8005\u53ef\u63d0\u524d\u4f53\u9a8c\u3002OpenAI\u65b9\u9762\uff0cTibo\u900f\u9732Codex\u5c06\u57286\u67082\u65e5\u6dd8\u6c70GPT-5.2\u548cGPT-5.3-Codex\uff0cGPT-5.5\u5c06\u6210\u4e3a\u514d\u8d39\u7528\u6237\u9ed8\u8ba4\u7684\u524d\u6cbf\u6a21\u578b\u3002\u5411\u9633\u4e54\u6728\u5206\u4eab\u4e86\u7528Codex\u81ea\u52a8\u5b8c\u6210Chrome\u63d2\u4ef6\u4e0a\u67b6\u5168\u6d41\u7a0b\u7684\u5b9e\u8df5\uff0c\u6210\u672c\u4ec513\u5206\u949f65\u4e07token\uff0c\u8ba4\u4e3aOpenAI\u7684Computer Use\u548cBrowser Use\u4ea7\u54c1\u529b\u5f3a\u8fc7Anthropic\u3002OpenClaw\u540c\u65e5\u53d1\u5e032026.5.26\u7248\u672c\uff0c\u5e26\u6765\u66f4\u4f4e\u5ef6\u8fdf\u56de\u590d\u548c\u4f1a\u8bae\u7b14\u8bb0\u529f\u80fd\u3002Qwen 3.7 Max\u5728Code Arena Frontend\u6392\u540d\u7b2c\u56db\uff0c\u4e0eClaude Opus 4.6\u6301\u5e73\uff0c\u6210\u4e3a\u699c\u5355\u6392\u540d\u6700\u9ad8\u7684\u4e2d\u56fd\u5b9e\u9a8c\u5ba4\u6a21\u578b\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@LufzzLiz: <a href=\"https:\/\/x.com\/LufzzLiz\/status\/2059501165117915637\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/LufzzLiz\/status\/2059501165117915637<\/a><\/li>\n<li>@LufzzLiz: <a href=\"https:\/\/x.com\/LufzzLiz\/status\/2059499798680743971\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/LufzzLiz\/status\/2059499798680743971<\/a><\/li>\n<li>@thsottiaux: <a href=\"https:\/\/x.com\/thsottiaux\/status\/2059650685948551384\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/thsottiaux\/status\/2059650685948551384<\/a><\/li>\n<li>@vista8: <a href=\"https:\/\/x.com\/vista8\/status\/2059537885754523691\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/vista8\/status\/2059537885754523691<\/a><\/li>\n<li>@openclaw: <a href=\"https:\/\/x.com\/openclaw\/status\/2059619141384859939\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/openclaw\/status\/2059619141384859939<\/a><\/li>\n<li>@op7418: <a href=\"https:\/\/x.com\/op7418\/status\/2059472466666455144\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/op7418\/status\/2059472466666455144<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-d3e2950e65\">\u957f\u946b\u79d1\u6280\u79d1\u521b\u677fIPO\u8fc7\u4f1a\uff0c\u62df\u52df\u8d44295\u4ebf\u5143<\/h2>\n<p>5\u670827\u65e5\u4e0a\u4ea4\u6240\u516c\u544a\u957f\u946b\u79d1\u6280\u65e0\u60ac\u5ff5\u8fc7\u4f1a\uff0c\u6210\u4e3a\u79d1\u521b\u677f\u5f00\u677f\u4ee5\u6765\u52df\u8d44\u89c4\u6a21\u7b2c\u4e8c\u5927\u7684IPO\u9879\u76ee\uff0c\u62df\u52df\u8d44295\u4ebf\u5143\u3002\u957f\u946b\u79d1\u6280\u662f\u5168\u7403\u7b2c\u56db\u5927DRAM\u5382\u5546\uff0c\u4e00\u5b63\u5ea6\u8425\u6536508\u4ebf\u5143\u3001\u5f52\u6bcd\u51c0\u5229\u6da6247.62\u4ebf\u5143\uff0c\u540c\u6bd4\u589e\u957f719%\u4e0e1688%\uff0c\u6838\u5fc3\u539f\u56e0\u662fDRAM\u4ea7\u54c1\u4ef7\u683c\u5927\u5e45\u589e\u957f\u3002\u4e1a\u5185\u666e\u904d\u8ba4\u4e3a2026\u5e74DRAM\u4ef7\u683c\u4ecd\u5c06\u9ad8\u4f4d\u8fd0\u884c\u3002\u4f46\u4e1a\u7ee9\u66b4\u6da8\u7684\u53e6\u4e00\u9762\u662f\uff0c\u622a\u81f32025\u5e74\u672b\u516c\u53f8\u7d2f\u8ba1\u672a\u5f25\u8865\u4e8f\u635f\u4e3a366.5\u4ebf\u5143\uff0c\u672a\u6765\u6301\u7eed\u6269\u4ea7\u548c\u7814\u53d1\u6295\u5165\u5e26\u6765\u7684\u6298\u65e7\u644a\u9500\u77ed\u671f\u5185\u4ecd\u5c06\u7ed9\u5229\u6da6\u5e26\u6765\u538b\u529b\uff0c\u53ef\u80fd\u5bfc\u81f4\u77ed\u671f\u5185\u65e0\u6cd5\u5411\u80a1\u4e1c\u8fdb\u884c\u73b0\u91d1\u5206\u7ea2\u3002\u66f4\u6df1\u5c42\u7684\u4e0d\u786e\u5b9a\u6027\u5728\u4e8eDRAM\u884c\u4e1a\u7684\u5f3a\u5468\u671f\u6027\uff0c\u82e5AI\u89c4\u6a21\u5316\u5e94\u7528\u843d\u5730\u4e0d\u53ca\u9884\u671f\u6216\u5934\u90e8\u4e91\u5382\u5546\u8d44\u672c\u5f00\u652f\u653e\u7f13\uff0c\u53ef\u80fd\u5bf9\u5e02\u573a\u9700\u6c42\u589e\u957f\u5e26\u6765\u4e0d\u5229\u5f71\u54cd\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2059599084688683108\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2059599084688683108<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-6a0486f186\">GPT-5.5\u590d\u73b0Erd\u0151s\u6570\u5b66\u8bc1\u660e\uff0cOpenAI\u6dd8\u6c70\u65e7\u6a21\u578b<\/h2>\n<p>\u7f51\u53cb\u7528ChatGPT\u6807\u51c6\u7248GPT-5.5\u590d\u73b0\u4e86OpenAI\u6b64\u524d\u58f0\u79f0\u7531\u5185\u90e8\u63a8\u7406\u6a21\u578b\u89e3\u51b3\u7684Erd\u0151s\u5e73\u9762\u5355\u4f4d\u8ddd\u79bb\u95ee\u9898\u8bc1\u660e\u3002\u8fd9\u4e2a\u5c06\u8fd180\u5e74\u7684\u79bb\u6563\u51e0\u4f55\u95ee\u9898\u6b64\u524d\u88abOpenAI\u5185\u90e8\u6a21\u578b\u653b\u514b\uff0c\u4f46\u7f51\u53cb@MaXiao54704\u76f4\u63a5\u7528\u516c\u5f00\u7684GPT-5.5\u5b8c\u6210\u4e86\u63a8\u7406\u590d\u73b0\u3002\u8bc4\u8bba\u533a\u6307\u51fa\u590d\u73b0prompt\u4e2d\u7ed9\u51fa\u4e86&quot;\u5426\u5b9a\u65b9\u5411\u662f\u6b63\u786e\u7684&quot;\u8fd9\u4e00\u5173\u952ehint\uff0c\u4f46\u5206\u6790\u8ba4\u4e3a\u8fd9\u5e76\u6ca1\u6709\u60f3\u8c61\u4e2d\u90a3\u4e48\u5927\u7684\u4f5c\u5f0a\u6210\u5206\u2014\u2014\u771f\u89e3\u5f00\u653e\u95ee\u9898\u672c\u5c31\u53ef\u4ee5\u5206\u6b63\u53cd\u4e24\u6b21\u5c1d\u8bd5\u3002\u8fd9\u6b21\u590d\u73b0\u8bf4\u660e\u5728\u4eba\u7c7b\u7ed9\u51fa\u6b63\u786e\u641c\u7d22\u65b9\u5411\u540e\uff0c\u666e\u901a\u4ea7\u54c1\u4e2d\u7684\u6a21\u578b\u5df2\u80fd\u53c2\u4e0e\u76f8\u5f53\u6df1\u7684\u8bc1\u660e\u91cd\u5efa\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662fGPT\u5728\u601d\u8003\u8fc7\u7a0b\u4e2d\u5168\u7a0b\u4f7f\u7528\u4e2d\u6587\u3002OpenAI\u65b9\u9762\u540c\u65f6\u5ba3\u5e03Codex\u5c06\u57286\u67082\u65e5\u6dd8\u6c70GPT-5.2\u548cGPT-5.3-Codex\uff0cGPT-5.5\u5c06\u6210\u4e3a\u514d\u8d39\u7528\u6237\u7684\u9ed8\u8ba4\u524d\u6cbf\u6a21\u578b\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2059484348844552428\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2059484348844552428<\/a><\/li>\n<li>@thsottiaux: <a href=\"https:\/\/x.com\/thsottiaux\/status\/2059650685948551384\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/thsottiaux\/status\/2059650685948551384<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-8f9ca97bb2\">\u9999\u6e2f\u94f6\u884c\u6536\u7d27\u5185\u5730\u5c45\u6c11\u6295\u8d44\u8d26\u6237\u5f00\u6237\u8981\u6c42<\/h2>\n<p>\u81ea5\u670826\u65e5\u8d77\uff0c\u9999\u6e2f\u5730\u533a\u94f6\u884c\u6e20\u9053\u7ebf\u4e0b\u5f00\u7acb\u6295\u8d44\u8d26\u6237\u65b0\u589e\u7b7e\u7f72\u8d44\u91d1\u5408\u6cd5\u6765\u6e90\u58f0\u660e\u7684\u8981\u6c42\u3002\u636e\u8d22\u8054\u793e\u62a5\u9053\uff0c\u65b0\u5f00\u6237\u5ba2\u6237\u9700\u786e\u8ba4&quot;\u6240\u6709\u7528\u4ee5\u652f\u6301\u6295\u8d44\u6d3b\u52a8\u4ee5\u53ca\u76f8\u5173\u7ed3\u7b97\u7684\u8d44\u91d1\u5747\u6765\u81ea\u4e2d\u56fd\u5185\u5730\u4ee5\u5916\u7684\u5408\u6cd5\u6765\u6e90&quot;\uff0c\u5e76\u8981\u6c42\u4e2d\u56fd\u5185\u5730\u5c45\u6c11\u7559\u610f\u6295\u8d44\u8d26\u6237\u670d\u52a1\u53ea\u9002\u7528\u4e8e\u8eab\u5728\u9999\u6e2f\u7684\u6295\u8d44\u8005\u4e14\u5e94\u786e\u4fdd\u8d44\u91d1\u6765\u6e90\u5408\u6cd5\u5408\u89c4\u3002\u6709\u9999\u6e2f\u5916\u8d44\u94f6\u884c\u4eba\u58eb\u786e\u8ba4\u8be5\u8c03\u6574\u7cfb\u6309\u5f53\u5730\u76d1\u7ba1\u8981\u6c42\u6267\u884c\u3002\u53e6\u6709\u6d88\u606f\u79f0\u4e2d\u94f6\u9999\u6e2f\u5df2\u5173\u95ed\u5185\u5730\u4eba\u5f00\u6237\u6e20\u9053\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2059532186655830109\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2059532186655830109<\/a><\/li>\n<li>@imwsl90: <a href=\"https:\/\/x.com\/imwsl90\/status\/2059419916231647314\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/imwsl90\/status\/2059419916231647314<\/a><\/li>\n<\/ul>\n<p>\u7edf\u8ba1\uff1a \u626b\u63cf\u65f6\u95f4\u7ebf\u6761\u6570=360 \u547d\u4e2d\u7684\u535a\u4e3b\u6570=37 \u547d\u4e2d\u7684\u63a8\u6587\u603b\u6570=240 \u52a0\u6743\u63a8\u6587\u5206=200.1 \u539f\u521b\u63a8\u6587\u6570=131 RT\u63a8\u6587\u6570=38 \u6293\u53d6\u5c1d\u8bd5\u6b21\u6570=2 \u8fb9\u754c\u8986\u76d6\u72b6\u6001=tail_confidently_crossed_target_boundary<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u652f\u4ed8\u5b9d\u63a8\u51faAI\u652f\u4ed8\u57fa\u7840\u8bbe\u65bd\uff0c\u5c0f\u7c73\u5927\u5e45\u964d\u4f4eAPI\u4ef7\u683c\uff0cMiniMax\u516c\u5f00M2\u6280\u672f\u7ec6\u8282\uff0c\u5171\u540c\u63a8\u52a8AI\u5e94\u7528\u751f\u6001\u53d1\u5c55\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[19],"class_list":["post-1299","post","type-post","status-publish","format-standard","hentry","category-brief","tag-x--ai-"],"_links":{"self":[{"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts\/1299","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/comments?post=1299"}],"version-history":[{"count":0,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts\/1299\/revisions"}],"wp:attachment":[{"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/media?parent=1299"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/categories?post=1299"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/tags?post=1299"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}