{"id":1768,"date":"2026-09-21T09:04:13","date_gmt":"2026-09-21T01:04:13","guid":{"rendered":"https:\/\/blog.liu-qi.cn\/2026\/09\/21\/x-daily-2026-09-20\/"},"modified":"2026-09-21T09:04:13","modified_gmt":"2026-09-21T01:04:13","slug":"x-daily-2026-09-20","status":"publish","type":"post","link":"https:\/\/blog.liu-qi.cn\/2026\/09\/21\/x-daily-2026-09-20\/","title":{"rendered":"X \u5e73\u53f0 9\u670820\u65e5 AI \u7b80\u8baf\uff5cQwen-Image-2.1\u6574\u5408\u56fe\u50cf\u751f\u6210\u4e0e\u7f16\u8f91\uff0cConfucius4-R2T2\u4f18\u5316\u5b9e\u65f6\u8bed\u97f3\u8bc6\u522b\uff0cAnthropic\u5e03\u5c40\u6e7f\u5b9e\u9a8c\u5ba4"},"content":{"rendered":"<h2 id=\"topic-be6bb26b82\">Qwen-Image-2.1 \u628a\u5f00\u6e90\u56fe\u50cf\u751f\u6210\u3001\u7f16\u8f91\u4e0e\u900f\u660e\u56fe\u8f93\u51fa\u5408\u5230\u4e00\u4e2a 7B \u6a21\u578b<\/h2>\n<p>\u963f\u91cc\u901a\u4e49\u53d1\u5e03 Qwen-Image-2.1\uff0c\u5b98\u65b9\u5b9a\u4f4d\u4e3a\u517c\u987e\u751f\u6210\u4e0e\u7f16\u8f91\u7684\u5f00\u6e90\u6743\u91cd\u6a21\u578b\uff1a\u652f\u6301\u539f\u751f 2K\u3001\u6700\u591a 10 \u5f20\u53c2\u8003\u56fe\u3001\u6587\u5b57\u4e0e\u4eba\u50cf\u5904\u7406\uff0c\u5e76\u80fd\u76f4\u63a5\u751f\u6210\u5e26 Alpha \u901a\u9053\u7684 RGBA \u56fe\u5c42\u3002\u5b83\u5df2\u7ecf\u83b7\u5f97 ComfyUI \u548c vLLM \u7684\u652f\u6301\uff0c\u90e8\u7f72\u94fe\u8def\u6bd4\u5355\u7eaf\u5c55\u793a\u6a21\u578b\u80fd\u529b\u66f4\u5b8c\u6574\u3002<\/p>\n<p>@LufzzLiz \u8865\u5145\u79f0\uff0c\u6a21\u578b\u7684 7B \u4e3b\u8981\u6307 DiT \u4e3b\u4f53\uff0c\u5b8c\u6574\u5305\u8fd8\u5305\u62ec Qwen3-VL 8B \u6587\u672c\u7f16\u7801\u5668\u548c RGBA VAE\uff0c\u603b\u4f53\u7ea6 33.13GB\uff1b\u4ed6\u540c\u65f6\u63d0\u9192\uff0c\u5f00\u6e90\u534f\u8bae\u4ece Apache 2.0 \u53d8\u4e3a research\uff0c\u5546\u4e1a\u4f7f\u7528\u9700\u8981\u53e6\u884c\u6388\u6743\u3002\u771f\u6b63\u503c\u5f97\u5173\u6ce8\u7684\u662f\u900f\u660e\u8f93\u51fa\u548c\u591a\u53c2\u8003\u7f16\u8f91\u5bf9\u8d34\u7eb8\u3001\u56fe\u6807\u3001UI \u7d20\u6750\u7684\u76f4\u63a5\u5e2e\u52a9\uff0c\u4f46\u5546\u4e1a\u843d\u5730\u8981\u5148\u6838\u5bf9\u8bb8\u53ef\u548c\u663e\u5b58\u6210\u672c\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@Alibaba_Qwen: <a href=\"https:\/\/x.com\/Alibaba_Qwen\/status\/2101659302792679789\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Alibaba_Qwen\/status\/2101659302792679789<\/a><\/li>\n<li>@LufzzLiz: <a href=\"https:\/\/x.com\/LufzzLiz\/status\/2101674340676710709\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/LufzzLiz\/status\/2101674340676710709<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-fe93f9d9c1\">Confucius4-R2T2 \u8ba9\u5b9e\u65f6\u8bed\u97f3\u8bc6\u522b\u66f4\u9002\u5408\u63a5\u5165\u8bed\u97f3 Agent<\/h2>\n<p>\u7f51\u6613\u6709\u9053\u5f00\u6e90 Confucius4-R2T2\uff0c\u516c\u5f00\u4fe1\u606f\u663e\u793a\u5b83\u9762\u5411\u5b9e\u65f6\u8f6c\u5f55\u3001\u8bed\u97f3\u8f93\u5165\u3001\u4f1a\u8bae\u5b57\u5e55\u548c\u540c\u4f20\u7b49\u573a\u666f\uff0c\u91cd\u70b9\u662f\u8bc6\u522b\u7ed3\u679c\u63d0\u4ea4\u540e\u4fdd\u6301\u7a33\u5b9a\uff0c\u53ea\u7ee7\u7eed\u5411\u540e\u8ffd\u52a0\u6587\u5b57\uff0c\u800c\u4e0d\u662f\u4e0d\u65ad\u56de\u6539\u5df2\u7ecf\u663e\u793a\u7684\u524d\u7f00\u3002\u6a21\u578b\u652f\u6301\u4e2d\u6587\u3001\u82f1\u6587\u53ca\u591a\u79cd\u8bed\u8a00\uff0c\u5e76\u53ef\u914d\u7f6e\u4eba\u540d\u3001\u54c1\u724c\u548c\u884c\u4e1a\u672f\u8bed\u7b49\u70ed\u8bcd\u3002<\/p>\n<p>@Gorden_Sun \u8f6c\u8ff0\u7684\u4f53\u9a8c\u4fe1\u606f\u7ed9\u51fa\u7ea6 200\u2014600 \u6beb\u79d2\u7684\u663e\u793a\u5ef6\u8fdf\uff0c\u5e76\u652f\u6301\u5728 80 \u6beb\u79d2\u5230 2 \u79d2\u4e4b\u95f4\u8c03\u8282\u51fa\u5b57\u8282\u594f\u3002@cellinlab \u7684\u6d4b\u8bd5\u5219\u4e13\u95e8\u8986\u76d6\u505c\u987f\u3001\u6570\u5b57\u3001\u4e13\u4e1a\u8bcd\u548c\u81ea\u5b9a\u4e49\u70ed\u8bcd\uff0c\u5e76\u89e3\u91ca\u4e86 Stable Prefix \u4e0e Wait\/Commit \u673a\u5236\uff1b\u4ed6\u4e5f\u63d0\u9192\uff0c\u5b98\u65b9\u56fe\u8868\u4e2d\u7684 160ms \u662f\u97f3\u9891\u5904\u7406\u6b65\u957f\uff0c\u4e0d\u7b49\u4e8e\u4ece\u5f00\u53e3\u5230\u5c4f\u5e55\u51fa\u5b57\u7684\u7aef\u5230\u7aef\u5ef6\u8fdf\u3002\u5bf9 Agent \u6765\u8bf4\uff0c\u7a33\u5b9a\u8f93\u5165\u548c\u53ef\u63a7\u63d0\u4ea4\u6bd4\u5355\u53e5\u542c\u5199\u6f14\u793a\u66f4\u5173\u952e\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@Gorden_Sun: <a href=\"https:\/\/x.com\/Gorden_Sun\/status\/2101681071578624317\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Gorden_Sun\/status\/2101681071578624317<\/a><\/li>\n<li>@cellinlab: <a href=\"https:\/\/x.com\/cellinlab\/status\/2101699292085577798\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/cellinlab\/status\/2101699292085577798<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-564a172fe8\">Jev \u88ab\u5c1d\u8bd5\u7528\u4f5c Agent \u7684\u4f4e\u6210\u672c\u8bed\u4e49\u5224\u65ad\u5c42<\/h2>\n<p>\u56f4\u7ed5 TypeSafe AI \u7684 Jev\uff0c\u8ba8\u8bba\u91cd\u70b9\u4e0d\u662f\u8ba9\u5b83\u50cf ChatGPT \u4e00\u6837\u957f\u6587\u751f\u6210\uff0c\u800c\u662f\u628a\u5ba2\u6237\u8def\u7531\u3001\u98ce\u9669\u5224\u65ad\u3001\u5de5\u5177\u9009\u62e9\u3001\u7ed3\u679c\u8bc4\u5206\u7b49\u5927\u91cf\u5c0f\u51b3\u7b56\u4ece\u6602\u8d35\u7684\u5927\u6a21\u578b\u8c03\u7528\u4e2d\u62c6\u51fa\u6765\u3002@uguraksay \u8f6c\u8ff0\u7684\u5b98\u65b9\u5de5\u4f5c\u6d41\u793a\u4f8b\u662f\u201c\u7b80\u5355\u5206\u7c7b\u7528\u5feb\u901f\u6a21\u578b\u3001\u590d\u6742\u7b56\u7565\u7528\u5f3a\u6a21\u578b\u3001\u6700\u65b0\u4e8b\u5b9e\u4ea4\u7ed9\u7814\u7a76\u5de5\u5177\u3001\u9ad8\u98ce\u9669\u7ed3\u679c\u4fdd\u7559\u4eba\u5de5\u51b3\u7b56\u201d\uff0c\u5e76\u7ed9\u51fa TypeSafe \u7684\u4ef7\u683c\u4e0e\u5176\u5ba3\u79f0\u7684\u901f\u5ea6\u3001\u6210\u672c\u4f18\u52bf\uff1b\u8fd9\u4e9b\u6027\u80fd\u6570\u5b57\u4ecd\u5e94\u89c6\u4e3a\u5382\u5546\u53e3\u5f84\u3002<\/p>\n<p>@hwchase17 \u8868\u793a\u6b63\u5728\u63a2\u7d22\u7528 Jev \u6539\u8fdb Agent harness\uff0c\u5e76\u628a\u201cJev-as-a-Judge\u201d\u7528\u4e8e\u5927\u91cf trace \u7684\u5728\u7ebf\u8bc4\u4f30\u3002@op7418 \u5219\u5c55\u793a\u4e86\u7528 Jev \u5e76\u53d1\u5224\u65ad\u9884\u5236 3D \u7d20\u6750\u3001\u5904\u7406\u7740\u8272\u548c\u5e03\u5c40\u6765\u751f\u6210\u5b9e\u65f6\u573a\u666f\u7684\u6848\u4f8b\u3002\u5171\u540c\u6307\u5411\u662f\uff1a\u8ba9\u5c0f\u6a21\u578b\u627f\u62c5\u9ad8\u9891\u3001\u53ef\u9a8c\u8bc1\u7684\u4e2d\u95f4\u51b3\u7b56\uff0c\u518d\u628a\u66f4\u8d35\u7684\u6a21\u578b\u7559\u7ed9\u771f\u6b63\u9700\u8981\u63a8\u7406\u548c\u521b\u4f5c\u7684\u73af\u8282\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@uguraksay: <a href=\"https:\/\/x.com\/uguraksay\/status\/2101453676271313146\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/uguraksay\/status\/2101453676271313146<\/a><\/li>\n<li>@hwchase17: <a href=\"https:\/\/x.com\/hwchase17\/status\/2101671063272796549\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/hwchase17\/status\/2101671063272796549<\/a><\/li>\n<li>@op7418: <a href=\"https:\/\/x.com\/op7418\/status\/2101536330018918793\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/op7418\/status\/2101536330018918793<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-1d7a5ca62f\">Hypit + Codex \u628a\u53c2\u8003\u89c6\u9891\u62c6\u6210\u53ef\u7ee7\u7eed\u4fee\u6539\u7684\u5de5\u4f5c\u6d41<\/h2>\n<p>@joshesye \u5b9e\u6d4b Hypit \u63a5\u5165 Codex \u540e\uff0c\u53ef\u4ee5\u628a\u4e00\u6761\u53c2\u8003\u89c6\u9891\u62c6\u6210\u53ef\u7f16\u8f91\u7684 workflow\uff0c\u518d\u5c3d\u91cf\u4fdd\u7559\u539f\u7247\u6784\u56fe\u3001\u5206\u955c\u8282\u594f\u3001\u5b57\u5e55\u548c\u8f6c\u573a\uff0c\u540c\u65f6\u66ff\u6362\u4eba\u7269\u3001\u670d\u88c5\u4e0e\u8272\u5361\u3002\u4ed6\u7ed9\u51fa\u7684\u6d41\u7a0b\u662f\u5b89\u88c5 Hypit Skill\u3001\u914d\u7f6e\u89c6\u9891\u6a21\u578b API\u3001\u5148\u786e\u8ba4\u56fe\u7247\u7d20\u6750\uff0c\u518d\u751f\u6210\u52a8\u6001\u955c\u5934\uff1b\u56e0\u6b64\u89c6\u9891\u5236\u4f5c\u4ece\u4e00\u6b21\u6027\u201c\u62bd\u5361\u201d\u53d8\u6210\u80fd\u53cd\u590d\u8c03\u6574\u7684\u9879\u76ee\u3002<\/p>\n<p>\u8fd9\u6761\u4fe1\u606f\u7684\u4ef7\u503c\u5728\u4e8e\u5de5\u4f5c\u6d41\u5c42\u800c\u4e0d\u53ea\u662f\u6210\u7247\u5c55\u793a\uff1a\u7d20\u6750\u3001\u6e90\u7801\u548c\u9884\u89c8\u53ef\u4ee5\u5bf9\u5e94\u8d77\u6765\uff0c\u6539\u4eba\u7269\u3001\u6587\u5b57\u6216\u955c\u5934\u6709\u660e\u786e\u5165\u53e3\u3002\u4f5c\u8005\u79f0\u5de5\u5177\u5f00\u6e90\uff0c\u4f46\u6a21\u578b\u548c API \u8d39\u7528\u53e6\u7b97\uff0c\u5b9e\u9645\u6548\u679c\u4e5f\u4f1a\u53d7\u53c2\u8003\u7247\u548c\u6a21\u578b\u5dee\u5f02\u5f71\u54cd\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@joshesye: <a href=\"https:\/\/x.com\/joshesye\/status\/2101450186023190908\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/joshesye\/status\/2101450186023190908<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-81eea8b51b\">\u526a\u6620\u628a AI \u751f\u6210\u80fd\u529b\u6536\u8fdb\u7f16\u8f91\u5668\u548c\u521b\u4f5c Agent<\/h2>\n<p>\u73b0\u573a\u4fe1\u606f\u663e\u793a\uff0c\u526a\u6620\u53d1\u5e03\u201c\u526a\u6620 Hub\u201d\uff0c\u4ee5\u65e0\u9650\u753b\u5e03\u548c\u591a\u8f68\u9053\u7f16\u8f91\u5668\u6574\u5408\u6765\u81ea\u4e00\u53e5\u8bdd\u3001\u53c2\u8003\u89c6\u9891\u6216\u6587\u6863\u7684\u7d20\u6750\uff0c\u5e76\u63a5\u5165\u5373\u68a6\u3001\u5c0f\u4e91\u96c0\u7b49 AI \u521b\u4f5c\u5e73\u53f0\uff1b\u540c\u65f6\u63a8\u51fa\u201c\u5c0f\u6620\u201d\uff0c\u5b9a\u4f4d\u4e3a\u4ece\u521b\u4f5c\u70ed\u70b9\u5230\u51b3\u7b56\u5efa\u8bae\u90fd\u80fd\u53c2\u4e0e\u7684\u526a\u6620 AI Agent\u3002@xiaohu \u4e5f\u8bb0\u5f55\u4e86\u526a\u6620\u52a9\u624b\u652f\u6301\u7528\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u6765\u526a\u8f91\u89c6\u9891\u3002<\/p>\n<p>\u53e6\u4e00\u4e2a\u660e\u663e\u53d8\u5316\u662f\u4ea7\u54c1\u6253\u5305\u65b9\u5f0f\uff1aAI Ultra \u4f1a\u5458\u628a\u521b\u4f5c\u79ef\u5206\u548c\u526a\u6620 SVIP \u4e13\u4e1a\u526a\u8f91\u6743\u76ca\u5408\u5e76\u5230\u540c\u4e00\u8ba2\u9605\u4f53\u7cfb\u3002\u73b0\u6709\u8bc1\u636e\u6765\u81ea\u53d1\u5e03\u4f1a\u73b0\u573a\u8bb0\u5f55\u4e0e\u4ea7\u54c1\u89c2\u5bdf\uff0c\u80fd\u786e\u8ba4\u7684\u662f\u529f\u80fd\u65b9\u5411\u548c\u4ea7\u54c1\u5f62\u6001\uff0c\u4e0d\u5b9c\u628a\u5b83\u6269\u5199\u6210\u5df2\u7ecf\u9a8c\u8bc1\u7684\u5b8c\u6574\u81ea\u52a8\u5316\u80fd\u529b\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@hq4ai: <a href=\"https:\/\/x.com\/hq4ai\/status\/2101675942099976459\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/hq4ai\/status\/2101675942099976459<\/a><\/li>\n<li>@xiaohu: <a href=\"https:\/\/x.com\/xiaohu\/status\/2101499650276749580\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/xiaohu\/status\/2101499650276749580<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-e921383005\">\u636e\u8f6c\u8ff0\uff0cAnthropic \u628a AI \u7814\u53d1\u63a8\u8fdb\u5230\u5b9e\u4f53\u6e7f\u5b9e\u9a8c\u5ba4<\/h2>\n<p>@dotey \u8f6c\u8ff0\u8def\u900f\u793e\u62a5\u9053\u5e76\u5f15\u7528 Anthropic \u751f\u547d\u79d1\u5b66\u8d1f\u8d23\u4eba\u8bf4\u6cd5\uff1a\u516c\u53f8\u5df2\u5728\u65e7\u91d1\u5c71\u6e7e\u533a\u5efa\u6210\u53ef\u8fdb\u884c\u771f\u5b9e\u751f\u5316\u5b9e\u9a8c\u7684\u6e7f\u5b9e\u9a8c\u5ba4\uff0c\u90e8\u5206\u5b9e\u9a8c\u81ea\u505a\u3001\u90e8\u5206\u4e0e\u5916\u90e8\u4f19\u4f34\u5408\u4f5c\uff0c\u5f53\u524d\u8fb9\u754c\u662f\u4e34\u5e8a\u524d\u7814\u7a76\u800c\u975e\u4e34\u5e8a\u8bd5\u9a8c\u3002\u62a5\u9053\u8fd8\u63d0\u5230\u516c\u53f8\u6536\u8d2d Coefficient Bio\u3001\u5f15\u5165\u836f\u4f01\u9ad8\u7ba1\u5e76\u62db\u8058\u86cb\u767d\u8d28\u548c\u6838\u9178\u76f8\u5173\u5c97\u4f4d\uff0c\u76ee\u6807\u6307\u5411\u836f\u7269\u7814\u53d1\u548c\u6b64\u524d\u88ab\u8ba4\u4e3a\u201c\u4e0d\u53ef\u6210\u836f\u201d\u7684\u590d\u6742\u9776\u70b9\u3002<\/p>\n<p>\u8fd9\u6761\u52a8\u6001\u503c\u5f97\u5173\u6ce8\uff0c\u662f\u56e0\u4e3a Anthropic \u7684\u6295\u5165\u4ece\u8f6f\u4ef6\u5de5\u5177\u5ef6\u4f38\u5230\u7269\u7406\u5b9e\u9a8c\u4e0e\u751f\u547d\u79d1\u5b66\u57fa\u7840\u8bbe\u65bd\uff1b\u4f46\u6458\u8981\u4e2d\u7684\u7ec6\u8282\u5747\u662f\u535a\u4e3b\u5bf9\u8def\u900f\u62a5\u9053\u548c\u516c\u5f00\u91c7\u8bbf\u7684\u8f6c\u8ff0\uff0c\u5e94\u6309\u201c\u62a5\u9053\u663e\u793a\u201d\u7406\u89e3\uff0c\u800c\u4e0d\u662f Anthropic \u5df2\u5b8c\u6210\u836f\u7269\u7814\u53d1\u6216\u4e34\u5e8a\u9a8c\u8bc1\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@dotey: <a href=\"https:\/\/x.com\/dotey\/status\/2101542506110349668\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/dotey\/status\/2101542506110349668<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-1e5a5af6b4\">\u98de\u4e66 CLI \u53ef\u68c0\u7d22\u516c\u5f00\u6587\u6863\uff0c\u4e2a\u4eba\u4e91\u6587\u6863\u6743\u9650\u9700\u8981\u91cd\u65b0\u68c0\u67e5<\/h2>\n<p>@PMbackttfuture \u53d1\u73b0\u98de\u4e66 CLI \u5df2\u652f\u6301\u641c\u7d22\u516c\u5f00\u6587\u6863\uff0c\u63d0\u9192\u7528\u6237\u68c0\u67e5\u81ea\u5df1\u7684\u4e91\u6587\u6863\u662f\u5426\u4ecd\u6709\u4e0d\u5fc5\u8981\u7684\u516c\u5f00\u9605\u8bfb\u6743\u9650\uff1b\u968f\u540e\u4ed6\u8868\u793a\u5df2\u8ba9 Codex \u6279\u91cf\u5173\u95ed\u5927\u90e8\u5206\u4e2a\u4eba\u4e91\u6587\u6863\u3002\u8fd9\u91cc\u7684\u53ef\u64cd\u4f5c\u7ed3\u8bba\u662f\u6536\u7d27\u201c\u516c\u5f00\u9605\u8bfb\u201d\u8303\u56f4\uff0c\u800c\u4e0d\u662f\u628a\u5b83\u63cf\u8ff0\u6210\u6240\u6709\u79c1\u6709\u6587\u6863\u90fd\u4f1a\u88ab\u641c\u7d22\u5230\u7684\u6f0f\u6d1e\u3002<\/p>\n<p>\u540c\u4e00\u65f6\u95f4\u7ebf\u4e0a\u7684\u5176\u4ed6\u5185\u5bb9\u663e\u793a\uff0c\u98de\u4e66 CLI \u4e5f\u88ab\u7528\u4e8e\u672c\u5730 Markdown\u3001\u8d44\u6e90\u6587\u4ef6\u4e0e\u98de\u4e66\u6587\u6863\u4e4b\u95f4\u7684\u8f6c\u6362\u548c\u540c\u6b65\u3002\u5bf9\u7ecf\u5e38\u8ba9 Agent \u5904\u7406\u6587\u6863\u7684\u4eba\u6765\u8bf4\uff0c\u5e94\u628a\u516c\u5f00\u6743\u9650\u5ba1\u8ba1\u7eb3\u5165\u5de5\u4f5c\u6d41\uff0c\u5c24\u5176\u8981\u533a\u5206\u516c\u5f00\u94fe\u63a5\u3001\u7ec4\u7ec7\u5185\u53ef\u89c1\u548c\u4e2a\u4eba\u79c1\u6709\u4e09\u79cd\u72b6\u6001\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@PMbackttfuture: <a href=\"https:\/\/x.com\/PMbackttfuture\/status\/2101652918676181039\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/PMbackttfuture\/status\/2101652918676181039<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-4f35d71cc4\">B \u7ad9\u201cAI \u65e0\u9650\u7ade\u6280\u573a\u201d\u63d0\u4f9b\u4e86\u6bd4\u699c\u5355\u66f4\u8d34\u8fd1\u771f\u5b9e\u4efb\u52a1\u7684\u6a21\u578b\u8bc4\u6d4b\u6837\u672c<\/h2>\n<p>@vista8 \u6293\u53d6\u5e76\u6574\u7406\u4e86\u8be5\u6d3b\u52a8\u7684\u53c2\u8d5b\u9879\u76ee\uff1a\u76ee\u524d\u6536\u5f55 40 \u4e2a\u4e3b\u9898\u3001190 \u4e2a\u89c6\u9891\u300133 \u4f4d UP \u4e3b\u548c 100 \u591a\u4e2a\u53c2\u8d5b\u6a21\u578b\uff0c\u4efb\u52a1\u8986\u76d6\u4ee3\u7801\u3001\u6e38\u620f\u3001\u77e5\u8bc6\u95ee\u7b54\u3001\u7a7a\u95f4\u5efa\u6a21\u3001\u7f51\u6587\u5199\u4f5c\u548c\u751f\u6d3b\u51b3\u7b56\u7b49\u3002\u5176\u6838\u5fc3\u5224\u65ad\u662f\uff0c\u771f\u5b9e\u573a\u666f\u4e2d\u7684\u5b8c\u6574\u4efb\u52a1\u66f4\u9002\u5408\u89c2\u5bdf\u6a21\u578b\uff0c\u800c\u4e0d\u662f\u53ea\u770b\u5237\u9898\u6216\u5355\u4e00 Benchmark\u3002<\/p>\n<p>\u4ed6\u5efa\u8bae\u5173\u6ce8\u4e00\u955c\u5230\u5e95\u7684\u5b9e\u9645\u8fc7\u7a0b\uff1a\u4f7f\u7528\u4ec0\u4e48 Harness\u3001\u8c03\u7528\u54ea\u4e2a\u6a21\u578b\u3001\u5199\u4e86\u4ec0\u4e48 Prompt\uff0c\u4ee5\u53ca\u7ecf\u8fc7\u51e0\u8f6e\u8fed\u4ee3\u540e\u5f97\u5230\u4ec0\u4e48\u7ed3\u679c\uff1b\u4ed6\u5217\u51fa\u7684 GPT6-Astra\u3001Fable 5.1\u3001GLM-5.3 \u6392\u540d\u53ea\u662f\u4e2a\u4eba\u5f53\u524d\u89c2\u5bdf\uff0c\u4e0d\u80fd\u5f53\u4f5c\u5b98\u65b9\u6216\u666e\u904d\u6709\u6548\u7684 SOTA \u7ed3\u8bba\u3002\u8fd9\u4e2a\u6837\u672c\u7684\u4ef7\u503c\u5728\u4e8e\u628a\u201c\u6a21\u578b\u8bc4\u6d4b\u201d\u4ece\u5206\u6570\u6bd4\u8f83\u62c9\u56de\u53ef\u590d\u73b0\u7684\u4efb\u52a1\u8fc7\u7a0b\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@vista8: <a href=\"https:\/\/x.com\/vista8\/status\/2101514542887076045\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/vista8\/status\/2101514542887076045<\/a><\/li>\n<\/ul>\n<p>\u7edf\u8ba1\uff1a \u626b\u63cf\u65f6\u95f4\u7ebf\u6761\u6570=440 \u547d\u4e2d\u7684\u535a\u4e3b\u6570=53 \u547d\u4e2d\u7684\u63a8\u6587\u603b\u6570=307 \u52a0\u6743\u63a8\u6587\u5206=229.75 \u539f\u521b\u63a8\u6587\u6570=130 RT \u63a8\u6587\u6570=77 \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>\u5f00\u6e90\u6a21\u578b\u5728\u56fe\u50cf\u4e0e\u8bed\u97f3\u5904\u7406\u4e0a\u53d6\u5f97\u65b0\u8fdb\u5c55\uff0c\u540c\u65f6AI\u7814\u53d1\u6b63\u4ece\u8f6f\u4ef6\u5de5\u5177\u5411\u5b9e\u4f53\u5b9e\u9a8c\u57fa\u7840\u8bbe\u65bd\u5ef6\u4f38\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-1768","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\/1768","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=1768"}],"version-history":[{"count":0,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts\/1768\/revisions"}],"wp:attachment":[{"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/media?parent=1768"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/categories?post=1768"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/tags?post=1768"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}