{"id":1522,"date":"2026-07-30T09:09:03","date_gmt":"2026-07-30T01:09:03","guid":{"rendered":"https:\/\/blog.liu-qi.cn\/2026\/07\/30\/x-daily-2026-07-29\/"},"modified":"2026-07-31T03:51:09","modified_gmt":"2026-07-30T19:51:09","slug":"x-daily-2026-07-29","status":"publish","type":"post","link":"https:\/\/blog.liu-qi.cn\/2026\/07\/30\/x-daily-2026-07-29\/","title":{"rendered":"X \u5e73\u53f0 7\u670829\u65e5 AI \u7b80\u8baf\uff5cKimi K3 \u878d\u8d44\u4e0e\u6a21\u578b\u70ed\u5ea6\uff0cOpenAI \u5f00\u6e90\u4ee3\u7801\u5b89\u5168\u5de5\u5177\uff0cMCP \u89c4\u8303\u8f6c\u5411\u65e0\u72b6\u6001"},"content":{"rendered":"<h2 id=\"topic-1b6bd82eab\">Kimi K3 \u7684\u5e02\u573a\u4fe1\u53f7\u4ece\u6a21\u578b\u70ed\u5ea6\u5ef6\u4f38\u5230\u878d\u8d44\u9884\u671f<\/h2>\n<p>\u6628\u65e5\u53ef\u89c1\u7684\u793e\u5a92\u4fe1\u606f\u663e\u793a\uff0cKimi K3 \u540c\u65f6\u51fa\u73b0\u4e86\u6a21\u578b\u4f20\u64ad\u548c\u8d44\u672c\u53d9\u4e8b\uff0c\u4f46\u878d\u8d44\u6570\u5b57\u4e3b\u8981\u6765\u81ea\u535a\u4e3b\u5bf9\u5a92\u4f53\u62a5\u9053\u7684\u8f6c\u8ff0\uff0c\u4e0d\u80fd\u5f53\u4f5c\u6708\u4e4b\u6697\u9762\u5b98\u65b9\u516c\u544a\u3002MaxForAI \u8f6c\u8ff0\u79d1\u521b\u677f\u65e5\u62a5\u79f0\uff0c\u6708\u4e4b\u6697\u9762\u5b8c\u6210\u8d85\u8fc7 35 \u4ebf\u7f8e\u5143 F \u8f6e\u878d\u8d44\uff0c\u5e76\u5df2\u542f\u52a8\u4e0b\u4e00\u8f6e\uff1b\u540c\u4e00\u8d26\u53f7\u53c8\u8f6c\u8ff0 K3 \u53d1\u5e03 24 \u5c0f\u65f6\u540e\u8fdb\u5165 Hugging Face \u5386\u53f2\u6700\u53d7\u6b22\u8fce\u6a21\u578b\u524d\u4e94\u3002LufzzLiz \u8f6c\u5f15 Code Arena \u4fe1\u606f\u79f0\uff0cKimi-K3 Max \u5728\u5168\u6808\u80fd\u529b\u6392\u540d\u4e2d\u5c45\u9996\u3002\u53ef\u89c1\u5173\u6ce8\u70b9\u5df2\u4ece\u201c\u53d1\u5e03\u4e86\u4ec0\u4e48\u201d\u8f6c\u5411\u53ef\u90e8\u7f72\u6027\u548c\u5546\u4e1a\u9884\u671f\uff0c\u7ed3\u8bba\u4ecd\u9700\u4ee5\u9879\u76ee\u65b9\u548c\u6b63\u5f0f\u6587\u4ef6\u6838\u9a8c\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2082437985136738559\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2082437985136738559<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2082186439434109218\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2082186439434109218<\/a><\/li>\n<li>@LufzzLiz: <a href=\"https:\/\/x.com\/LufzzLiz\/status\/2082257408941076583\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/LufzzLiz\/status\/2082257408941076583<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-733b2b0c0d\">OpenAI \u5c06 Codex Security \u516c\u5f00\u4e3a\u4ee3\u7801\u5b89\u5168\u5de5\u5177\u94fe<\/h2>\n<p>OpenAI \u5b98\u65b9\u5ba3\u5e03\u5f00\u6e90 Codex Security CLI\uff0c\u5e76\u63d0\u4f9b TypeScript SDK\uff1b\u5b83\u53ef\u4ee5\u626b\u63cf\u4ee3\u7801\u4ed3\u5e93\u3001\u8de8\u8fd0\u884c\u8ffd\u8e2a\u53d1\u73b0\u3001\u9a8c\u8bc1\u4fee\u590d\uff0c\u5e76\u628a\u5b89\u5168\u68c0\u67e5\u63a5\u5165 CI\/CD\u3002\u5b98\u65b9\u540c\u65f6\u7ed9\u51fa npm \u5b89\u88c5\u65b9\u5f0f\uff0c\u8bf4\u660e\u8be5\u5de5\u5177\u5df2\u4ece\u5355\u4e00\u4ea7\u54c1\u80fd\u529b\u6269\u5c55\u4e3a\u53ef\u72ec\u7acb\u63a5\u5165\u5f00\u53d1\u6d41\u7a0b\u7684\u65e9\u671f\u5de5\u5177\u3002\u5b9d\u7389\u548c Gorden Sun \u7684\u6574\u7406\u8fdb\u4e00\u6b65\u6307\u51fa\uff0c\u5de5\u5177\u652f\u6301\u626b\u63cf\u5168\u4ed3\u5e93\u3001\u589e\u91cf\u6539\u52a8\u3001\u4e8c\u6b21\u9a8c\u8bc1\u548c\u751f\u6210\u4fee\u590d\u4ee3\u7801\uff0c\u76f4\u63a5\u5bf9\u5e94 AI \u751f\u6210\u4ee3\u7801\u201c\u80fd\u8fd0\u884c\u4f46\u4e0d\u4e00\u5b9a\u5b89\u5168\u201d\u7684\u98ce\u9669\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@OpenAI: <a href=\"https:\/\/x.com\/OpenAI\/status\/2082263717916586117\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/OpenAI\/status\/2082263717916586117<\/a><\/li>\n<li>@OpenAI: <a href=\"https:\/\/x.com\/OpenAI\/status\/2082263719460094127\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/OpenAI\/status\/2082263719460094127<\/a><\/li>\n<li>@dotey: <a href=\"https:\/\/x.com\/dotey\/status\/2082227259096944689\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/dotey\/status\/2082227259096944689<\/a><\/li>\n<li>@Gorden_Sun: <a href=\"https:\/\/x.com\/Gorden_Sun\/status\/2082419473919979764\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Gorden_Sun\/status\/2082419473919979764<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-33508adfc9\">MCP \u65b0\u89c4\u8303\u8f6c\u5411\u65e0\u72b6\u6001\uff0c\u8fdc\u7a0b Agent \u57fa\u7840\u8bbe\u65bd\u66f4\u6613\u6269\u5c55<\/h2>\n<p>\u591a\u4f4d\u535a\u4e3b\u6839\u636e MCP \u5b98\u65b9\u53d1\u5e03\u4fe1\u606f\u6574\u7406\u79f0\uff0c2026-07-28 \u7248\u672c\u79fb\u9664\u4e86\u521d\u59cb\u5316\u63e1\u624b\u548c Session ID\uff0c\u628a\u539f\u5148\u7ed1\u5b9a\u670d\u52a1\u7aef\u5b9e\u4f8b\u7684\u53cc\u5411\u6709\u72b6\u6001\u6d41\u7a0b\u6539\u4e3a\u8bf7\u6c42\/\u54cd\u5e94\u6a21\u5f0f\u3002\u8fd9\u6837 MCP Server \u53ef\u4ee5\u653e\u5728\u8d1f\u8f7d\u5747\u8861\u5668\u3001Serverless \u6216\u8fb9\u7f18\u57fa\u7840\u8bbe\u65bd\u540e\u9762\uff0c\u6269\u5bb9\u548c\u6545\u969c\u5207\u6362\u4e0d\u518d\u8981\u6c42\u8bf7\u6c42\u56de\u5230\u540c\u4e00\u53f0\u673a\u5668\u3002\u66f4\u65b0\u8fd8\u6d89\u53ca\u8bf7\u6c42\u5934\u8def\u7531\u4e0e\u9274\u6743\u3001\u7528\u6237\u786e\u8ba4\u6d41\u7a0b\u548c\u957f\u671f\u4efb\u52a1\uff1b\u5bf9\u5df2\u5728\u751f\u4ea7\u73af\u5883\u8fd0\u884c MCP \u7684\u56e2\u961f\uff0c\u6700\u5927\u73b0\u5b9e\u5f71\u54cd\u662f\u9700\u8981\u8bc4\u4f30\u7834\u574f\u6027\u53d8\u66f4\u4e0e\u8fc1\u79fb\u7a97\u53e3\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@dotey: <a href=\"https:\/\/x.com\/dotey\/status\/2082235315675144569\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/dotey\/status\/2082235315675144569<\/a><\/li>\n<li>@xiaohu: <a href=\"https:\/\/x.com\/xiaohu\/status\/2082395244264645056\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/xiaohu\/status\/2082395244264645056<\/a><\/li>\n<li>@Gorden_Sun: <a href=\"https:\/\/x.com\/Gorden_Sun\/status\/2082385467727860031\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Gorden_Sun\/status\/2082385467727860031<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-f945de8fc1\">GPT-Transcribe \u7cfb\u5217\u628a\u5b9e\u65f6\u8f6c\u5f55\u4e0e\u6279\u5904\u7406\u62c6\u6210\u4e24\u6761 API \u8def\u7ebf<\/h2>\n<p>OpenAI Developers \u5b98\u65b9\u53d1\u5e03 GPT-Live-Transcribe \u548c GPT-Transcribe\uff1a\u524d\u8005\u9762\u5411\u4f4e\u5ef6\u8fdf\u5b9e\u65f6\u8f6c\u5f55\uff0c\u540e\u8005\u9762\u5411\u5df2\u5b8c\u6210\u97f3\u9891\u548c\u6279\u5904\u7406\u3002\u5b98\u65b9\u516c\u5e03\u7684\u771f\u5b9e\u4e16\u754c\u5f55\u97f3\u57fa\u51c6\u4e2d\uff0cGPT-Transcribe \u8bcd\u9519\u8bef\u7387\u4e3a 8.98%\uff0cWhisper-1 \u4e3a 15.21%\uff1b\u5728 Common Voice \u7684 22 \u79cd\u8bed\u8a00\u6d4b\u8bd5\u4e2d\uff0c\u4e24\u8005\u5206\u522b\u4e3a 19.27% \u548c 40.37%\u3002\u5c0f\u4e92\u8865\u5145\u79f0\uff0cAPI \u4ef7\u683c\u4e3a\u6bcf\u5206\u949f 0.0045 \u7f8e\u5143\uff0c\u4f4e\u4e8e Whisper-1 \u7684 0.006 \u7f8e\u5143\uff1b\u8be5\u4ef7\u683c\u4fe1\u606f\u6765\u81ea\u535a\u4e3b\u6574\u7406\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@OpenAIDevs: <a href=\"https:\/\/x.com\/OpenAIDevs\/status\/2082201169443905798\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/OpenAIDevs\/status\/2082201169443905798<\/a><\/li>\n<li>@OpenAIDevs: <a href=\"https:\/\/x.com\/OpenAIDevs\/status\/2082201212951433628\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/OpenAIDevs\/status\/2082201212951433628<\/a><\/li>\n<li>@xiaohu: <a href=\"https:\/\/x.com\/xiaohu\/status\/2082396984275812552\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/xiaohu\/status\/2082396984275812552<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-0e65566c05\">Claude Mythos \u7684\u5bc6\u7801\u5b66\u53d1\u73b0\u663e\u793a AI \u6b63\u5728\u8fdb\u5165\u9ad8\u95e8\u69db\u5b89\u5168\u7814\u7a76<\/h2>\n<p>\u636e\u4e24\u4f4d\u535a\u4e3b\u8f6c\u8ff0 Anthropic \u7814\u7a76\uff0cClaude Mythos Preview \u5728\u7ea6 60 \u5c0f\u65f6\u6d4b\u8bd5\u4e2d\u5e2e\u52a9\u53d1\u73b0 HAWK \u6570\u5b57\u7b7e\u540d\u65b9\u6848\u548c\u4e00\u4e2a\u7b80\u5316\u7248 AES \u7684\u7406\u8bba\u5f31\u70b9\uff1b\u76f8\u5173\u6d4b\u8bd5\u6210\u672c\u88ab\u8f6c\u8ff0\u4e3a\u7ea6 10 \u4e07\u7f8e\u5143\u3002\u91cd\u70b9\u4e0d\u662f\u201c\u5bc6\u7801\u5b66\u5df2\u7ecf\u5931\u6548\u201d\uff0c\u800c\u662f\u6a21\u578b\u53ef\u80fd\u628a\u8fc7\u53bb\u9700\u8981\u957f\u671f\u4e13\u5bb6\u5ba1\u67e5\u7684\u653b\u51fb\u65b9\u5411\u63a2\u7d22\u6210\u672c\u538b\u4f4e\u3002\u73b0\u6709\u5185\u5bb9\u4ecd\u662f\u7814\u7a76\u53d1\u5e03\u7684\u793e\u5a92\u8f6c\u8ff0\uff0c\u6f0f\u6d1e\u5f71\u54cd\u8303\u56f4\u3001\u53ef\u590d\u73b0\u6027\u548c\u5de5\u7a0b\u5904\u7f6e\u4e0d\u80fd\u4ec5\u51ed\u8fd9\u4e9b\u5e16\u5b50\u6269\u5199\u6216\u4e0b\u7ed3\u8bba\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2082187543622348860\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2082187543622348860<\/a><\/li>\n<li>@vista8: <a href=\"https:\/\/x.com\/vista8\/status\/2082267636864565613\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/vista8\/status\/2082267636864565613<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-5e7822b588\">\u524d\u6cbf AI \u7684\u201c\u51cf\u901f\u201d\u8ba8\u8bba\u5df2\u4ece\u673a\u6784\u8868\u6001\u5ef6\u4f38\u5230\u5458\u5de5\u8bf7\u613f<\/h2>\n<p>OpenAI \u5b98\u65b9\u8868\u793a\uff0c\u672a\u6765\u524d\u6cbf\u6a21\u578b\u7814\u53d1\u7684\u81ea\u52a8\u5316\u52a0\u901f\u53ef\u80fd\u5feb\u5230\u9700\u8981\u7531\u793e\u4f1a\u4e3b\u52a8\u63a7\u5236\u63a8\u8fdb\u8282\u594f\uff1bMaxForAI \u8f6c\u8ff0\u7684\u4e00\u4efd\u8054\u5408\u58f0\u660e\u5219\u79f0\uff0c\u5df2\u6709\u6765\u81ea OpenAI\u3001Anthropic\u3001Google\u3001Meta \u7b49\u673a\u6784\u7684 1122 \u540d\u5458\u5de5\u7b7e\u7f72\uff0c\u547c\u5401\u653f\u5e9c\u5efa\u7acb\u5728\u5fc5\u8981\u65f6\u653e\u6162\u81ea\u52a8\u5316 AI \u7814\u53d1\u7684\u56fd\u9645\u673a\u5236\u3002\u58f0\u660e\u7531\u5458\u5de5\u4ee5\u4e2a\u4eba\u8eab\u4efd\u53d1\u8d77\uff0c\u4e0d\u7b49\u4e8e\u516c\u53f8\u653f\u7b56\u3002\u5b83\u4e0e\u516c\u5f00\u8ba8\u8bba\u4e2d\u7684\u6a21\u578b\u5b89\u5168\u8bc4\u4f30\u4e00\u8d77\u51fa\u73b0\uff0c\u8bf4\u660e\u884c\u4e1a\u4e89\u8bba\u7684\u7126\u70b9\u6b63\u4ece\u201c\u80fd\u529b\u4f1a\u4e0d\u4f1a\u7ee7\u7eed\u589e\u957f\u201d\u8f6c\u5411\u201c\u589e\u957f\u901f\u5ea6\u80fd\u5426\u88ab\u7406\u89e3\u548c\u6cbb\u7406\u201d\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@OpenAI: <a href=\"https:\/\/x.com\/OpenAI\/status\/2082208694142730340\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/OpenAI\/status\/2082208694142730340<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2082207722821607490\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2082207722821607490<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2082171439256658297\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2082171439256658297<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-e42faeba75\">Seedance 2.5 \u7684\u89c6\u9891\u80fd\u529b\u88ab\u6307\u5411\u66f4\u957f\u8f93\u51fa\u4e0e\u66f4\u591a\u53c2\u8003\u7d20\u6750<\/h2>\n<p>MaxForAI \u53d1\u5e03\u4fe1\u606f\u79f0\uff0cSeedance 2.5 \u8ba1\u5212\u4e8e 7 \u6708 31 \u65e5\u6b63\u5f0f\u4e0a\u7ebf\uff0c\u5355\u6b21\u751f\u6210\u53ef\u8fbe 30 \u79d2\u3001\u652f\u6301 50 \u5f20\u53c2\u8003\u56fe\uff1bLovartAI \u4e5f\u9884\u544a\u63a5\u5165\u539f\u751f 4K\u300130 \u79d2\u8f93\u51fa\u548c 50 \u4e2a\u53c2\u8003\u7d20\u6750\u3002\u4e0e\u6b64\u540c\u65f6\uff0cChengzilhy \u5c55\u793a\u4e86\u7528\u5355\u5f20\u4eba\u7269\u56fe\u548c\u63d0\u793a\u8bcd\u5236\u4f5c\u591a\u955c\u5934\u4eba\u7269\u77ed\u7247\uff0c\u5f3a\u8c03\u4eba\u7269\u4e00\u81f4\u6027\u3001\u8868\u6f14\u548c\u955c\u5934\u8bed\u8a00\uff1bDynamicWangs \u5219\u5c55\u793a\u4e86\u4e00\u955c\u5230\u5e95\u7684\u65e5\u7cfb\u9752\u6625 MV\u3002\u4ea7\u54c1\u53c2\u6570\u6765\u81ea\u9884\u544a\uff0c\u521b\u4f5c\u8005\u5185\u5bb9\u5c5e\u4e8e\u53ef\u89c1\u5b9e\u6d4b\u4e0e\u4f5c\u54c1\u4fe1\u53f7\uff0c\u4e0d\u80fd\u76f4\u63a5\u7b49\u540c\u4e8e\u666e\u904d\u5546\u4e1a\u6210\u7247\u80fd\u529b\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2082305144906293647\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2082305144906293647<\/a><\/li>\n<li>@lovart_ai: <a href=\"https:\/\/x.com\/lovart_ai\/status\/2082461816400351560\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/lovart_ai\/status\/2082461816400351560<\/a><\/li>\n<li>@Chengzilhy: <a href=\"https:\/\/x.com\/Chengzilhy\/status\/2082351501184233725\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Chengzilhy\/status\/2082351501184233725<\/a><\/li>\n<li>@dynamicwangs: <a href=\"https:\/\/x.com\/dynamicwangs\/status\/2082387889766465820\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/dynamicwangs\/status\/2082387889766465820<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-f56011b4dd\">Agent \u7ade\u4e89\u5f00\u59cb\u4ece\u5199\u4ee3\u7801\u8f6c\u5411\u4ea4\u4ed8\u5b8c\u6574\u7cfb\u7edf<\/h2>\n<p>\u6628\u65e5\u591a\u6761\u9ad8\u4fe1\u606f\u5bc6\u5ea6\u5185\u5bb9\u6307\u5411\u540c\u4e00\u53d8\u5316\uff1aAgent \u4ea7\u54c1\u7684\u5dee\u5f02\u5316\u4e0d\u53ea\u5728\u751f\u6210\u4ee3\u7801\uff0c\u800c\u5728\u80fd\u5426\u628a\u610f\u56fe\u63a8\u8fdb\u5230\u53ef\u8fd0\u884c\u3001\u53ef\u9a8c\u8bc1\u7684\u7cfb\u7edf\u3002MaxForAI \u8f6c\u8ff0\u8d3e\u626c\u6e05\u7684 Intent Lab\uff0c\u79f0\u5176\u8981\u7528 Fleet \u5904\u7406\u67b6\u6784\u3001\u5f00\u53d1\u3001\u57fa\u7840\u8bbe\u65bd\u3001\u6d4b\u8bd5\u548c\u8d28\u91cf\u9a8c\u8bc1\uff1bvista8 \u4ecb\u7ecd\u7684 OpenWorker \u652f\u6301\u8fde\u63a5\u591a\u79cd\u529e\u516c\u5e94\u7528\u3001\u89e6\u53d1\u5668\u548c\u591a\u5bb6\u6a21\u578b\uff1bop7418 \u5c55\u793a\u7684 Codepilot \u5219\u6309\u4efb\u52a1\u628a\u68c0\u7d22\u3001\u7f51\u9875\u751f\u6210\u3001\u6587\u6848\u548c\u7edf\u7b79\u5206\u7ed9\u4e0d\u540c\u6a21\u578b\u3002\u5171\u540c\u70b9\u662f\u628a Agent \u53d8\u6210\u53ef\u534f\u4f5c\u7684\u5de5\u4f5c\u6d41\uff0c\u4f46\u8fd9\u4e9b\u4ecd\u662f\u9879\u76ee\u65b9\u5c55\u793a\u6216\u535a\u4e3b\u5b9e\u6d4b\uff0c\u4e0d\u4ee3\u8868\u6210\u719f\u5ea6\u5df2\u7ecf\u4e00\u81f4\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2082194882844938309\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2082194882844938309<\/a><\/li>\n<li>@vista8: <a href=\"https:\/\/x.com\/vista8\/status\/2082389674405024230\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/vista8\/status\/2082389674405024230<\/a><\/li>\n<li>@op7418: <a href=\"https:\/\/x.com\/op7418\/status\/2082315101080879424\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/op7418\/status\/2082315101080879424<\/a><\/li>\n<\/ul>\n<p>\u7edf\u8ba1\uff1a \u626b\u63cf\u65f6\u95f4\u7ebf\u6761\u6570=480 \u547d\u4e2d\u7684\u535a\u4e3b\u6570=35 \u547d\u4e2d\u7684\u63a8\u6587\u603b\u6570=247 \u52a0\u6743\u63a8\u6587\u5206=201.55 \u539f\u521b\u63a8\u6587\u6570=111 RT \u63a8\u6587\u6570=40 \u6293\u53d6\u5c1d\u8bd5\u6b21\u6570=3 \u8fb9\u754c\u8986\u76d6\u72b6\u6001=tail_confidently_crossed_target_boundary<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Kimi K3 \u878d\u8d44\u4e0e\u6a21\u578b\u70ed\u5ea6\uff0cOpenAI \u5f00\u6e90\u4ee3\u7801\u5b89\u5168\u5de5\u5177\uff0cMCP \u89c4\u8303\u8f6c\u5411\u65e0\u72b6\u6001\uff0cAgent \u7ade\u4e89\u8f6c\u5411\u7cfb\u7edf\u4ea4\u4ed8\uff0c\u5c55\u73b0\u884c\u4e1a\u591a\u7ebf\u8fdb\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-1522","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\/1522","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=1522"}],"version-history":[{"count":1,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts\/1522\/revisions"}],"predecessor-version":[{"id":1523,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts\/1522\/revisions\/1523"}],"wp:attachment":[{"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/media?parent=1522"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/categories?post=1522"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/tags?post=1522"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}