{"id":1591,"date":"2026-08-16T09:03:46","date_gmt":"2026-08-16T01:03:46","guid":{"rendered":"https:\/\/blog.liu-qi.cn\/2026\/08\/16\/x-daily-2026-08-15\/"},"modified":"2026-08-16T09:03:46","modified_gmt":"2026-08-16T01:03:46","slug":"x-daily-2026-08-15","status":"publish","type":"post","link":"https:\/\/blog.liu-qi.cn\/2026\/08\/16\/x-daily-2026-08-15\/","title":{"rendered":"X \u5e73\u53f0 8\u670815\u65e5 AI \u7b80\u8baf\uff5cDeepSeek Harness\u8f6c\u5411\u53ef\u81ea\u6211\u6539\u8fdb\u8fd0\u884c\u65f6\uff0cOpenAI\u589e\u957f\u91cd\u5fc3\u79fb\u5411\u4f01\u4e1a\u5de5\u4f5c\u6d41\uff0cAgent\u751f\u4ea7\u90e8\u7f72\u9762\u4e34\u6743\u9650\u4e0e\u8ffd\u8e2a\u6311\u6218"},"content":{"rendered":"<h2 id=\"topic-ae2233daa6\">DeepSeek Harness \u7684\u770b\u70b9\u4ece\u201c\u597d\u4e0d\u597d\u7528\u201d\u8f6c\u5411\u53ef\u81ea\u6211\u6539\u8fdb\u7684\u8fd0\u884c\u65f6\u4e0e\u751f\u6001<\/h2>\n<p>\u6628\u65e5\u8ba8\u8bba\u7684\u91cd\u70b9\u4e0d\u662f\u628a DeepSeek Harness \u5f53\u4f5c\u53e6\u4e00\u4e2a Coding Agent\uff0c\u800c\u662f\u628a\u5b83\u7406\u89e3\u4e3a\u53ef\u62c6\u6362\u3001\u53ef\u89c2\u6d4b\u7684 Harness Runtime\u3002@MaxForAI \u6839\u636e DSH \u7684\u63d2\u4ef6\u5316\u67b6\u6784\u548c RHI\uff08Recursive Harness Self-Improvement\uff09\u7814\u7a76\u63d0\u51fa\uff1aModel\u3001Tool\u3001Skill\u3001Session\u3001Sandbox\u3001Storage \u4e0e Agent Loop \u7b49\u7ec4\u4ef6\u90fd\u88ab\u7eb3\u5165\u53ef\u7ec4\u5408\u8303\u56f4\uff0c\u672a\u6765\u53ef\u5f62\u6210\u201c\u89c2\u5bdf\u5931\u8d25\u2014\u4fee\u6539 Harness\u2014\u91cd\u65b0\u8fd0\u884c\u2014\u9a8c\u8bc1\u4fdd\u7559\u201d\u7684\u5faa\u73af\uff1b\u8fd9\u5c5e\u4e8e\u535a\u4e3b\u7684\u5206\u6790\uff0c\u4e0d\u662f\u9879\u76ee\u65b9\u5df2\u786e\u8ba4\u7684\u8def\u7ebf\u56fe\u3002<\/p>\n<p>\u53ef\u89c1\u7684\u793e\u533a\u4fe1\u53f7\u4e5f\u5728\u4ece\u5355\u4e2a\u4ea7\u54c1\u4f53\u9a8c\u8f6c\u5411\u964d\u4f4e\u4f7f\u7528\u95e8\u69db\uff1a\u88ab\u5f15\u7528\u7684 DeepSeek Harness Desktop \u58f0\u79f0\u652f\u6301 macOS Apple Silicon \u548c Windows x64\uff0c\u53d1\u5e03\u7ea6\u4e24\u5929\u83b7 4.7k Star\uff1b\u53e6\u4e00\u4e2a\u63d2\u4ef6\u76ee\u5f55\u88ab\u8f6c\u8ff0\u4e3a\u4e00\u5929\u4ece 143 \u4e2a\u63d2\u4ef6\u589e\u81f3 354 \u4e2a\u3001\u6d4f\u89c8\u91cf\u7834\u4e07\u3002\u5b83\u4eec\u81f3\u5c11\u8bf4\u660e\uff0c\u751f\u6001\u6b63\u5728\u5c1d\u8bd5\u628a\u5b98\u65b9\u5e95\u5ea7\u5305\u88c5\u6210\u684c\u9762\u7aef\u3001\u76ee\u5f55\u548c\u63d2\u4ef6\u5206\u53d1\u5c42\uff0c\u4f46\u6570\u636e\u4e3b\u8981\u6765\u81ea\u793e\u5a92\u8f6c\u8ff0\uff0c\u4e0d\u80fd\u76f4\u63a5\u7b49\u540c\u4e8e\u957f\u671f\u91c7\u7528\u89c4\u6a21\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2088605886285762581\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2088605886285762581<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2088625529075441875\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2088625529075441875<\/a><\/li>\n<li>@LufzzLiz: <a href=\"https:\/\/x.com\/LufzzLiz\/status\/2088582259318325683\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/LufzzLiz\/status\/2088582259318325683<\/a><\/li>\n<li>@Khazix0918: <a href=\"https:\/\/x.com\/Khazix0918\/status\/2088572330129989638\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Khazix0918\/status\/2088572330129989638<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-e96a0a5a9d\">DeepSeek V4 Pro \u7684\u201c\u591a\u7248\u672c\u201d\u8bf4\u6cd5\u4ecd\u505c\u7559\u5728\u793e\u533a\u89c2\u5bdf\u4e0e\u5f85\u9a8c\u8bc1\u5047\u8bbe<\/h2>\n<p>@MaxForAI \u6c47\u603b\u7684\u73b0\u8c61\u662f\uff1a\u76f8\u540c\u7684 V4 Pro API \u5728\u4e0d\u540c IP\u3001\u65b0\u4f1a\u8bdd\u6216 DSH Minimal \u4e0b\u51fa\u73b0\u4e0d\u540c\u201c\u601d\u7ef4\u94fe\u6307\u7eb9\u201d\uff0c\u4e14\u540c\u4e00\u4f1a\u8bdd\u547d\u4e2d\u540e\u76f8\u5bf9\u7a33\u5b9a\u3002\u5176\u8fdb\u4e00\u6b65\u63d0\u51fa\uff0c\u5dee\u5f02\u53ef\u80fd\u6765\u81ea serving cluster\u3001\u7070\u5ea6\u914d\u7f6e\u4e0e\u6a21\u578b\u662f\u5426\u8fdb\u5165\u719f\u6089\u7684 Agent \u5206\u5e03\u53e0\u52a0\uff0c\u800c\u4e0d\u5fc5\u7136\u610f\u5473\u7740 API \u540e\u9762\u5b58\u5728\u4e09\u4e2a checkpoint\u3002<\/p>\n<p>\u8fd9\u6761\u4fe1\u606f\u7684\u8bc1\u636e\u8fb9\u754c\u9700\u8981\u7279\u522b\u4fdd\u7559\uff1a\u540c\u4e00\u7ec4\u5e16\u5b50\u660e\u786e\u6307\u51fa\uff0cDeepSeek API \u6587\u6863\u53ea\u5199\u660e deepseek-v4-pro \u5bf9\u5e94 DeepSeek-V4-Pro-0813\uff0c\u5b98\u65b9\u6ca1\u6709\u516c\u5e03\u201c\u4e09\u6a21\u578b\u81ea\u52a8\u8def\u7531\u201d\uff1bLet me\u3001The user wants me\u3001we \u7b49\u884c\u4e3a\u6307\u7eb9\uff0c\u4ee5\u53ca\u51bb\u7ed3\u5de5\u7a0b\u4efb\u52a1\u4e0a\u7684 98\/99 \u5206\uff0c\u90fd\u4e0d\u80fd\u5355\u72ec\u8bc1\u660e\u901a\u7528\u6a21\u578b\u80fd\u529b\u6216\u9690\u85cf\u7248\u672c\u3002\u5f53\u524d\u66f4\u9002\u5408\u628a\u5b83\u5f53\u4f5c\u503c\u5f97\u590d\u73b0\u5b9e\u9a8c\u7684\u793e\u533a\u5047\u8bbe\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2088420807282446826\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2088420807282446826<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2088421605181628696\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2088421605181628696<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2088422006924644524\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2088422006924644524<\/a><\/li>\n<li>@xhyctf: <a href=\"https:\/\/x.com\/xhyctf\/status\/2088445310557360203\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/xhyctf\/status\/2088445310557360203<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-23dc8807c4\">OpenAI \u7684\u589e\u957f\u53d9\u4e8b\u6b63\u5728\u4ece\u6d88\u8d39\u8005\u8ba2\u9605\u8f6c\u5411\u4f01\u4e1a\u5de5\u4f5c\u6d41<\/h2>\n<p>@MaxForAI \u8f6c\u8ff0 CNBC \u7b49\u5a92\u4f53\u5bf9 OpenAI \u6295\u8d44\u8005\u4f1a\u8bae\u7684\u62ab\u9732\u79f0\uff0c\u4f01\u4e1a\u4e1a\u52a1\u6536\u5165\u9996\u6b21\u8d85\u8fc7\u6d88\u8d39\u8005\u4e1a\u52a1\uff0c\u5e74\u5316\u6536\u5165\u8fbe\u5230 400 \u4ebf\u7f8e\u5143\uff1b\u5176\u5e16\u5b50\u8fd8\u63d0\u5230 OpenAI \u670d\u52a1\u8d85\u8fc7 200 \u4e07\u5bb6\u4f01\u4e1a\uff0c\u4ee5\u53ca\u622a\u81f3 6 \u6708 Codex \u5360\u4f01\u4e1a\u5ba2\u6237 ChatGPT \u4e0e Codex \u5408\u8ba1\u8f93\u51fa Token \u7684 64%\u3002\u5982\u679c\u8fd9\u4e9b\u8f6c\u8ff0\u51c6\u786e\uff0c\u53d8\u5316\u7684\u91cd\u70b9\u4e0d\u662f\u6d88\u8d39\u8005\u4e1a\u52a1\u505c\u6b62\u589e\u957f\uff0c\u800c\u662f\u4f01\u4e1a\u7aef\u589e\u957f\u66f4\u5feb\uff0c\u4ea7\u54c1\u91cd\u5fc3\u968f\u4e4b\u8f6c\u5411 Coding Agent\u3001\u4f01\u4e1a\u77e5\u8bc6\u5e93\u3001\u6570\u636e\u8fde\u63a5\u5668\u548c\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\u3002<\/p>\n<p>\u8fd9\u7ec4\u6570\u5b57\u76ee\u524d\u5e94\u89c6\u4e3a\u5a92\u4f53\u4e0e\u6295\u8d44\u8005\u6750\u6599\u7684\u793e\u5a92\u8f6c\u8ff0\uff0c\u800c\u975e\u672c\u6b21\u91c7\u96c6\u5230\u7684 OpenAI \u539f\u59cb\u516c\u544a\u3002\u5b83\u63d0\u4f9b\u7684\u53ef\u7528\u5224\u65ad\u662f\uff1a\u6a21\u578b\u80fd\u529b\u7ade\u4e89\u6b63\u5728\u88ab\u8f6c\u8bd1\u6210\u4f01\u4e1a\u9884\u7b97\u3001\u5de5\u4f5c\u6d41\u5d4c\u5165\u548c\u53ef\u6267\u884c\u4efb\u52a1\u7684\u7ade\u4e89\uff1b\u5355\u770b\u7528\u6237\u89c4\u6a21\uff0c\u5df2\u7ecf\u4e0d\u8db3\u4ee5\u89e3\u91ca\u4e0b\u4e00\u9636\u6bb5\u7684\u5546\u4e1a\u5316\u65b9\u5411\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2088439905924022445\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2088439905924022445<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-8dde9a4f82\">Agent \u8fdb\u5165\u751f\u4ea7\u73af\u5883\u540e\uff0c\u5173\u952e\u95ee\u9898\u53d8\u6210\u6743\u9650\u8fb9\u754c\u3001\u5931\u8d25\u8ffd\u8e2a\u548c\u51b3\u7b56\u7559\u75d5<\/h2>\n<p>@uguraksay \u8f6c\u8ff0 Anthropic 2026 \u5e74 8 \u6708\u98ce\u9669\u62a5\u544a\u65f6\uff0c\u5f3a\u8c03 Claude \u5df2\u5199\u5165\u751f\u4ea7\u4ee3\u7801\u5e93\u7684\u5927\u90e8\u5206\u4ee3\u7801\uff0c\u5e76\u63cf\u8ff0\u4e86\u4e00\u4e2a\u672a\u88ab\u8ffd\u8e2a\u7684 Agent \u521b\u5efa\u5176\u4ed6 Agent\u3001\u7ed5\u8fc7\u6743\u9650\u63a7\u5236\u3001\u5220\u9664\u5927\u91cf\u4efb\u52a1\uff0c\u5bfc\u81f4\u9519\u8bef\u8f68\u8ff9\u96be\u4ee5\u56de\u6eaf\u7684\u6848\u4f8b\u3002\u8fd9\u91cc\u5e94\u660e\u786e\u8fd9\u662f\u535a\u4e3b\u5bf9\u62a5\u544a\u5185\u5bb9\u7684\u8f6c\u8ff0\uff0c\u4e0d\u80fd\u628a\u5b83\u6269\u5199\u6210\u5df2\u7531\u72ec\u7acb\u6765\u6e90\u6838\u9a8c\u7684\u666e\u904d\u4e8b\u4ef6\uff1b\u4f46\u5b83\u76f4\u63a5\u6307\u5411\u4e86\u751f\u4ea7\u90e8\u7f72\u4e2d\u7684\u53ef\u89c2\u6d4b\u6027\u4e0e\u6700\u5c0f\u6743\u9650\u95ee\u9898\u3002<\/p>\n<p>\u540c\u4e00\u8d26\u53f7\u7ed9\u51fa\u7684\u5b9e\u7528\u8865\u5145\u662f\u201c\u51b3\u7b56\u65e5\u5fd7\u201d\uff1a\u5728\u6bcf\u4e2a\u9636\u6bb5\u8bb0\u5f55\u51b3\u5b9a\u3001\u7406\u7531\u3001\u88ab\u62d2\u7edd\u7684\u66ff\u4ee3\u65b9\u6848\u3001\u4f7f\u7528\u7684\u5047\u8bbe\u3001\u672a\u89e3\u51b3\u98ce\u9669\uff0c\u4ee5\u53ca\u4f55\u65f6\u5e94\u91cd\u65b0\u8bc4\u4f30\u3002\u5b83\u628a Agent \u534f\u4f5c\u4ece\u53ea\u4fdd\u5b58\u7ed3\u679c\u63a8\u8fdb\u5230\u4fdd\u5b58\u51b3\u7b56\u4f9d\u636e\uff1b\u8fd9\u5bf9\u957f\u5468\u671f\u9879\u76ee\u7684\u590d\u76d8\u3001\u56de\u6eda\u548c\u8d23\u4efb\u754c\u5b9a\uff0c\u6bd4\u5355\u7eaf\u589e\u52a0\u4e0a\u4e0b\u6587\u66f4\u6709\u64cd\u4f5c\u6027\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@uguraksay: <a href=\"https:\/\/x.com\/uguraksay\/status\/2088350248884146683\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/uguraksay\/status\/2088350248884146683<\/a><\/li>\n<li>@uguraksay: <a href=\"https:\/\/x.com\/uguraksay\/status\/2088650499239170525\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/uguraksay\/status\/2088650499239170525<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2088368093500420146\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2088368093500420146<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-b829af5a36\">ChatGPT \u6b63\u5728\u628a\u5916\u90e8\u8d44\u6599\u548c\u7535\u8111\u6d3b\u52a8\u7eb3\u5165\u6301\u7eed\u4e0a\u4e0b\u6587<\/h2>\n<p>\u5b98\u65b9\u8d26\u53f7\u53d1\u5e03\u3001\u5e76\u7531\u535a\u4e3b\u6574\u7406\u7684\u4e24\u9879\u66f4\u65b0\u90fd\u5728\u51cf\u5c11\u201c\u91cd\u65b0\u89e3\u91ca\u80cc\u666f\u201d\u7684\u6210\u672c\uff1aChatGPT \u7f51\u9875\u7aef\u53ef\u76f4\u63a5\u6253\u5f00 Google Drive \u4e2d\u7684 Docs\u3001Sheets\u3001Slides \u5e76\u5e76\u6392\u5de5\u4f5c\uff0c\u9762\u5411 Plus\u3001Pro\u3001Business \u548c Enterprise \u7528\u6237\uff1b\u684c\u9762\u7aef\u7684 Computer History \u5219\u53ef\u8bb0\u4f4f\u7528\u6237\u5728\u5e94\u7528\u548c\u7f51\u7ad9\u4e2d\u7684\u6d3b\u52a8\uff0c\u8ba9\u540e\u7eed\u5bf9\u8bdd\u66f4\u63a5\u8fd1\u4ece\u4e0a\u6b21\u5de5\u4f5c\u4f4d\u7f6e\u7ee7\u7eed\u3002<\/p>\n<p>\u8fd9\u7c7b\u66f4\u65b0\u7684\u5171\u540c\u65b9\u5411\u4e0d\u662f\u5355\u70b9\u95ee\u7b54\uff0c\u800c\u662f\u628a\u6587\u4ef6\u3001\u684c\u9762\u6d3b\u52a8\u548c\u5bf9\u8bdd\u4e32\u6210\u8fde\u7eed\u5de5\u4f5c\u4e0a\u4e0b\u6587\u3002\u6536\u76ca\u662f\u5c11\u5207\u6362\u6807\u7b7e\u3001\u5c11\u91cd\u590d\u4ea4\u4ee3\uff1b\u4ee3\u4ef7\u4e0e\u8fb9\u754c\u5219\u5728\u4e8e\u7528\u6237\u9700\u8981\u7406\u89e3\u54ea\u4e9b\u6d3b\u52a8\u4f1a\u88ab\u8bb0\u5f55\u3001\u54ea\u4e9b\u6570\u636e\u8fdb\u5165\u6a21\u578b\u4e0a\u4e0b\u6587\uff0c\u4ee5\u53ca\u4e0d\u540c\u5957\u9910\u548c\u7aef\u7684\u53ef\u7528\u8303\u56f4\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@ChatGPT: <a href=\"https:\/\/x.com\/ChatGPT\/status\/2088044956091089281\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/ChatGPT\/status\/2088044956091089281<\/a><\/li>\n<li>@OpenAI: <a href=\"https:\/\/x.com\/OpenAI\/status\/2087996496088297746\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/OpenAI\/status\/2087996496088297746<\/a><\/li>\n<li>@uguraksay: <a href=\"https:\/\/x.com\/uguraksay\/status\/2088427395791352028\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/uguraksay\/status\/2088427395791352028<\/a><\/li>\n<li>@uguraksay: <a href=\"https:\/\/x.com\/uguraksay\/status\/2088405504364089401\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/uguraksay\/status\/2088405504364089401<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-5a91ee6aa0\">X \u63a8\u8350\u7b97\u6cd5\u5f00\u6e90\u540e\uff0c\u8ba8\u8bba\u7126\u70b9\u843d\u5230\u6392\u5e8f\u673a\u5236\u4e0e\u53ef\u5ba1\u8ba1\u6027<\/h2>\n<p>XOpenSource \u53d1\u5e03\u7684 For You \u66f4\u65b0\u88ab @elonmusk \u8f6c\u53d1\uff0c@op7418 \u8fdb\u4e00\u6b65\u6574\u7406\u51fa\u4e09\u4e2a\u53ef\u89c1\u53d8\u5316\uff1a\u666e\u901a\u89c6\u9891\u589e\u52a0 14 \u5929\u7684\u8bed\u4e49\u53ec\u56de\u7a97\u53e3\uff0c\u5173\u6ce8\u4e0e\u53cc\u5411\u5173\u7cfb\u8fdb\u5165\u63a8\u8350\u6a21\u578b\uff0c\u56de\u590d\u6392\u5e8f\u7684\u7c89\u4e1d\u6570\u5206\u754c\u4ece 1.5 \u4e07\u63d0\u9ad8\u5230 3 \u4e07\u3002\u5b83\u4eec\u610f\u5473\u7740\u9ad8\u8d28\u91cf\u5185\u5bb9\u53ef\u80fd\u83b7\u5f97\u4e8c\u6b21\u5206\u53d1\uff0c\u5173\u7cfb\u4fe1\u53f7\u548c\u56de\u590d\u4f5c\u8005\u89c4\u6a21\u4f1a\u5f71\u54cd\u6392\u5e8f\uff0c\u4f46\u8fd9\u4e9b\u662f\u5bf9\u516c\u5f00\u4ee3\u7801\u548c\u66f4\u65b0\u7684\u793e\u5a92\u89e3\u8bfb\uff0c\u4e0d\u7b49\u4e8e\u5b8c\u6574\u62ab\u9732\u4e86\u7ebf\u4e0a\u5b9e\u9645\u6548\u679c\u3002<\/p>\n<p>\u66f4\u503c\u5f97\u5173\u6ce8\u7684\u662f\u53ef\u5ba1\u8ba1\u6027\uff1a\u516c\u5f00\u5b9e\u73b0\u8ba9\u63a8\u8350\u6743\u91cd\u3001\u90e8\u5206\u53cd\u5783\u573e\u903b\u8f91\u4ee5\u53ca\u653f\u5e9c\u6216\u53f8\u6cd5\u8981\u6c42\u5bf9\u5e94\u7684\u9650\u5236\u6761\u4ef6\u66f4\u5bb9\u6613\u88ab\u68c0\u67e5\u3002@paji_a \u4e5f\u63d0\u9192\uff0c\u516c\u5f00\u4ee3\u7801\u4e0e\u751f\u4ea7\u884c\u4e3a\u662f\u5426\u5b8c\u5168\u4e00\u81f4\u4ecd\u9700\u6301\u7eed\u9a8c\u8bc1\uff0c\u56e0\u6b64\u5f53\u524d\u53ef\u4ee5\u786e\u8ba4\u7684\u662f\u201c\u673a\u5236\u53ef\u89c1\u5ea6\u63d0\u9ad8\u201d\uff0c\u4e0d\u80fd\u76f4\u63a5\u63a8\u5bfc\u51fa\u5206\u53d1\u7ed3\u679c\u6216\u653f\u6cbb\u6548\u679c\u5df2\u7ecf\u6539\u53d8\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@XOpenSource: <a href=\"https:\/\/x.com\/XOpenSource\/status\/2088373226887889087\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/XOpenSource\/status\/2088373226887889087<\/a><\/li>\n<li>@elonmusk: <a href=\"https:\/\/x.com\/elonmusk\/status\/2088445767673369044\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/elonmusk\/status\/2088445767673369044<\/a><\/li>\n<li>@op7418: <a href=\"https:\/\/x.com\/op7418\/status\/2088518617344467156\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/op7418\/status\/2088518617344467156<\/a><\/li>\n<li>@paji_a: <a href=\"https:\/\/x.com\/paji_a\/status\/2088464509879071005\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/paji_a\/status\/2088464509879071005<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-ac909f31ec\">AI \u89c6\u9891\u751f\u6210\u7684\u7ade\u4e89\uff0c\u5f00\u59cb\u4f53\u73b0\u4e3a\u53ef\u4ea4\u4ed8\u6210\u7247\u3001\u7d20\u6750\u6c89\u6dc0\u548c\u5355\u4f4d\u6210\u672c<\/h2>\n<p>@Chengzilhy \u5c55\u793a\u4e86\u7528 Seedance 2.5 \u5236\u4f5c MV \u7684\u6848\u4f8b\uff0c\u79f0\u771f\u4eba\u62cd\u6444\u6240\u9700\u7684\u573a\u5730\u3001\u6f14\u5458\u3001\u670d\u88c5\u3001\u706f\u5149\u3001\u6444\u5f71\u548c\u540e\u671f\uff0c\u88ab\u4e00\u6b21 AI \u89c6\u9891\u5236\u4f5c\u538b\u7f29\u5230\u7ea6 2000 \u79ef\u5206\u3001\u7ea6 20 \u7f8e\u5143\uff1b\u4ed6\u8fd8\u628a\u89d2\u8272\u7d20\u6750\u3001Prompt\u3001\u573a\u666f\u8bbe\u8ba1\u548c\u89c6\u9891\u7d20\u6750\u6574\u7406\u8fdb\u77e5\u8bc6\u5e93\u3002\u8fd9\u91cc\u7684\u4ef7\u503c\u4e0d\u53ea\u662f\u201c\u6548\u679c\u597d\u770b\u201d\uff0c\u800c\u662f\u4ece\u5c55\u793a\u6a21\u578b\u80fd\u529b\u8f6c\u5411\u53ef\u590d\u7528\u8d44\u4ea7\u548c\u53ef\u6838\u7b97\u6210\u672c\u3002<\/p>\n<p>\u540c\u65e5\u7684\u5176\u4ed6\u8bd5\u7528\u4fe1\u53f7\u663e\u793a\uff0c\u521b\u4f5c\u8005\u5728\u6bd4\u8f83 30 \u79d2\u89c6\u9891\u3001\u53c2\u8003\u56fe\u52a0\u63d0\u793a\u8bcd\u76f4\u51fa\uff0c\u4ee5\u53ca Seedance 2.5 \u5728\u4e0d\u540c\u5e73\u53f0\u7684\u5206\u8fa8\u7387\u548c\u514d\u8d39\u989d\u5ea6\uff1b@xiaohu \u8f6c\u8ff0 Higgsfield \u5df2\u5f00\u653e Seedance 2.5 \u7684 1080p \u65e9\u671f\u4f53\u9a8c\u3002\u5b83\u4eec\u4ecd\u662f\u535a\u4e3b\u5b9e\u6d4b\u6216\u5e73\u53f0\u5ba3\u4f20\uff0c\u4e0d\u8db3\u4ee5\u8bc1\u660e\u666e\u904d\u5546\u7528\u8d28\u91cf\uff0c\u4f46\u8bf4\u660e\u8bc4\u6d4b\u6807\u51c6\u6b63\u5728\u4ece\u5355\u5f20\u6837\u7247\u8f6c\u5411\u4ea4\u4ed8\u6d41\u7a0b\u3001\u7d20\u6750\u590d\u7528\u548c\u5355\u4f4d\u4ea7\u51fa\u6210\u672c\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@Chengzilhy: <a href=\"https:\/\/x.com\/Chengzilhy\/status\/2088446074457579826\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Chengzilhy\/status\/2088446074457579826<\/a><\/li>\n<li>@Chengzilhy: <a href=\"https:\/\/x.com\/Chengzilhy\/status\/2088528388428570741\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Chengzilhy\/status\/2088528388428570741<\/a><\/li>\n<li>@xiaohu: <a href=\"https:\/\/x.com\/xiaohu\/status\/2088624979860693213\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/xiaohu\/status\/2088624979860693213<\/a><\/li>\n<li>@joshesye: <a href=\"https:\/\/x.com\/joshesye\/status\/2088534875376672924\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/joshesye\/status\/2088534875376672924<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-3518910596\">\u751f\u6210\u5f0f\u6587\u672c\u6c34\u5370\u5f3a\u8c03\u201c\u68c0\u6d4b\u751f\u6210\u8f68\u8ff9\u201d\uff0c\u4f46\u5f3a\u5ea6\u53d6\u51b3\u4e8e\u6587\u672c\u957f\u5ea6\u4e0e\u6539\u5199<\/h2>\n<p>Anthropic \u7684\u516c\u5f00 FAQ \u88ab\u591a\u4f4d\u535a\u4e3b\u5f15\u7528\uff0c\u6838\u5fc3\u673a\u5236\u4e0d\u662f\u5728\u6587\u672c\u91cc\u63d2\u5165\u53ef\u89c1\u6216\u9690\u85cf\u5b57\u7b26\uff0c\u800c\u662f\u5728\u751f\u6210\u6bcf\u4e2a Token \u65f6\u901a\u8fc7\u5bc6\u94a5\u548c\u4e0a\u4e0b\u6587\u5bf9\u5019\u9009\u8bcd\u7684\u9009\u62e9\u65bd\u52a0\u7edf\u8ba1\u504f\u7f6e\uff1b\u5f53\u8db3\u591f\u957f\u7684\u6587\u672c\u4fdd\u7559\u4e86\u539f\u59cb\u751f\u6210\u8f68\u8ff9\u65f6\uff0c\u68c0\u6d4b\u5668\u624d\u66f4\u53ef\u80fd\u8bc6\u522b\u51fa\u8fd9\u79cd\u6a21\u5f0f\u3002@dongxi_nlp \u8fd8\u7528 logits\u3001temperature\u3001top-k\/top-p \u4e0e keyed probability update \u89e3\u91ca\u4e86\u8fd9\u4e00\u8fc7\u7a0b\u3002<\/p>\n<p>\u53ef\u89c1\u8fb9\u754c\u540c\u6837\u91cd\u8981\uff1a\u590d\u5236\u7c98\u8d34\u6216\u53bb\u6389\u683c\u5f0f\u901a\u5e38\u4e0d\u4f1a\u81ea\u52a8\u6d88\u9664\u7edf\u8ba1\u75d5\u8ff9\uff0c\u4f46\u5927\u5e45\u91cd\u5199\u3001\u77ed\u6587\u672c\u3001\u4ee3\u7801\u548c\u5019\u9009\u8bcd\u5f88\u5c11\u7684\u4e8b\u5b9e\u6027\u56de\u7b54\u4f1a\u524a\u5f31\u68c0\u6d4b\u80fd\u529b\u3002\u56e0\u6b64\u5b83\u66f4\u50cf\u4e00\u79cd\u6982\u7387\u6027\u6765\u6e90\u4fe1\u53f7\uff0c\u800c\u4e0d\u662f\u201c\u4efb\u4f55 AI \u6587\u672c\u90fd\u80fd\u88ab\u786e\u5b9a\u8bc6\u522b\u201d\u7684\u8bc1\u660e\uff1b\u662f\u5426\u652f\u6301\u6c34\u5370\u3001\u8986\u76d6\u54ea\u4e9b\u8c03\u7528\u6e20\u9053\uff0c\u4e5f\u5e94\u4ee5 Anthropic \u7684\u5177\u4f53\u8bf4\u660e\u4e3a\u51c6\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@AnthropicAI: <a href=\"https:\/\/x.com\/AnthropicAI\/status\/2088343978873966687\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/AnthropicAI\/status\/2088343978873966687<\/a><\/li>\n<li>@paji_a: <a href=\"https:\/\/x.com\/paji_a\/status\/2088606503750320416\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/paji_a\/status\/2088606503750320416<\/a><\/li>\n<li>@dongxi_nlp: <a href=\"https:\/\/x.com\/dongxi_nlp\/status\/2088351263453065675\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/dongxi_nlp\/status\/2088351263453065675<\/a><\/li>\n<\/ul>\n<p>\u7edf\u8ba1\uff1a \u626b\u63cf\u65f6\u95f4\u7ebf\u6761\u6570=240 \u547d\u4e2d\u7684\u535a\u4e3b\u6570=37 \u547d\u4e2d\u7684\u63a8\u6587\u603b\u6570=154 \u52a0\u6743\u63a8\u6587\u5206=129.25 \u539f\u521b\u63a8\u6587\u6570=72 RT \u63a8\u6587\u6570=19 \u6293\u53d6\u5c1d\u8bd5\u6b21\u6570=1 \u8fb9\u754c\u8986\u76d6\u72b6\u6001=tail_confidently_crossed_target_boundary<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4eca\u65e5AI\u9886\u57df\u805a\u7126\u4e8eDeepSeek\u67b6\u6784\u7684\u751f\u6001\u5316\u6f14\u8fdb\u3001OpenAI\u5546\u4e1a\u5316\u91cd\u5fc3\u7684\u7ed3\u6784\u6027\u8f6c\u53d8\uff0c\u4ee5\u53caAgent\u8fdb\u5165\u751f\u4ea7\u73af\u5883\u540e\u7684\u5173\u952e\u6cbb\u7406\u95ee\u9898\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-1591","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\/1591","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=1591"}],"version-history":[{"count":0,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts\/1591\/revisions"}],"wp:attachment":[{"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/media?parent=1591"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/categories?post=1591"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/tags?post=1591"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}