{"id":2682,"date":"2026-11-10T11:51:30","date_gmt":"2026-11-10T03:51:30","guid":{"rendered":"https:\/\/ai26.shop\/?p=2682"},"modified":"2026-11-10T11:51:30","modified_gmt":"2026-11-10T03:51:30","slug":"ai%e6%97%a5%e6%8a%a5-%c2%b7-2026%e5%b9%b411%e6%9c%8810%e6%97%a5%ef%bd%9c%e5%8f%af%e6%8a%98%e5%8f%a0%e7%ba%b8%e9%a3%9e%e6%9c%ba%e7%bd%91%e7%ab%99%e5%bc%95%e5%8f%91%e5%85%b3%e6%b3%a8","status":"publish","type":"post","link":"https:\/\/ai26.shop\/index.php\/2026\/11\/10\/ai%e6%97%a5%e6%8a%a5-%c2%b7-2026%e5%b9%b411%e6%9c%8810%e6%97%a5%ef%bd%9c%e5%8f%af%e6%8a%98%e5%8f%a0%e7%ba%b8%e9%a3%9e%e6%9c%ba%e7%bd%91%e7%ab%99%e5%bc%95%e5%8f%91%e5%85%b3%e6%b3%a8\/","title":{"rendered":"AI\u65e5\u62a5 \u00b7 2026\u5e7411\u670810\u65e5\uff5c\u53ef\u6298\u53e0\u7eb8\u98de\u673a\u7f51\u7ad9\u5f15\u53d1\u5173\u6ce8"},"content":{"rendered":"<p>AI \u65b0\u95fb\u96f7\u8fbe \u00b7 2026\u5e7411\u670810\u65e5\u3002\u4ee5\u4e0b\u4e3a\u57fa\u4e8e\u68c0\u7d22\u8d44\u6599\u751f\u6210\u7684 AI \u6458\u8981\uff0c\u4fdd\u7559\u6765\u6e90\u4f9b\u6838\u67e5\uff0c\u4e0d\u4ee3\u8868\u5df2\u72ec\u7acb\u9a8c\u8bc1\u6240\u6709\u4fe1\u606f\u3002<\/p>\n<h2>\u70ed\u95e8\u7cbe\u9009<\/h2>\n<h3>1 \u00b7 \u53ef\u6298\u53e0\u7eb8\u98de\u673a\u7f51\u7ad9\u5f15\u53d1\u5173\u6ce8<\/h3>\n<p>Hacker News \u4e0a\u4e00\u6761\u6307\u5411 foldableflight.com \u7684\u5e16\u5b50\u53d7\u5230\u8f83\u591a\u8ba8\u8bba\uff0c\u4e3b\u9898\u4e3a\u201c\u6700\u4f73\u7eb8\u98de\u673a\u201d\u7684\u6298\u53e0\u6559\u7a0b\u7c7b\u5185\u5bb9\u3002\u8d44\u6599\u4ec5\u5305\u542b\u7ad9\u70b9\u540d\u79f0\u4e0e\u8ba8\u8bba\u9875\uff0c\u672a\u63d0\u4f9b\u5177\u4f53\u673a\u578b\u3001\u6559\u7a0b\u7ed3\u6784\u6216\u662f\u5426\u542b\u89c6\u9891\u4e0e\u56fe\u7eb8\u3002<\/p>\n<p>\u4ece\u6807\u9898\u5224\u65ad\uff0c\u8fd9\u7c7b\u7ad9\u70b9\u9762\u5411\u60f3\u5b66\u6298\u7eb8\u98de\u673a\u7684\u4eba\u7fa4\uff0c\u5305\u62ec\u5bb6\u957f\u3001\u6559\u5e08\u548c\u624b\u5de5\u7231\u597d\u8005\uff0c\u4f7f\u7528\u573a\u666f\u662f\u8bfe\u5802\u6d3b\u52a8\u3001\u4eb2\u5b50\u624b\u5de5\u6216\u5174\u8da3\u7ec3\u4e60\u3002\u7531\u4e8e\u7f3a\u5c11\u6b63\u6587\u7ec6\u8282\uff0c\u65e0\u6cd5\u786e\u8ba4\u5176\u6559\u7a0b\u96be\u5ea6\u5206\u7ea7\u3001\u6750\u6599\u8981\u6c42\u548c\u4ea4\u4e92\u529f\u80fd\uff0c\u8bfb\u8005\u53ef\u5c06\u5176\u89c6\u4e3a\u4e00\u4e2a\u7eb8\u98de\u673a\u6298\u53e0\u8d44\u6e90\u5165\u53e3\uff0c\u5177\u4f53\u5185\u5bb9\u9700\u81ea\u884c\u8bbf\u95ee\u539f\u7ad9\u6838\u5b9e\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u8f7b\u91cf\u624b\u5de5\u8d44\u6e90\u5728\u6280\u672f\u793e\u533a\u8d70\u7ea2\uff0c\u53ef\u4f5c\u4e3a\u4eb2\u5b50\u4e0e\u8bfe\u5802\u6d3b\u52a8\u7684\u7ebf\u7d22\u3002<\/p>\n<ul>\n<li>Hacker News \u00b7 <a href=\"https:\/\/news.ycombinator.com\/item?id=50424581\" target=\"_blank\" rel=\"noopener noreferrer\">Foldable Flight: The Best Paper Airplanes<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-09 \u00b7 <a href=\"https:\/\/www.foldableflight.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>2 \u00b7 \u7814\u7a76\u8005\u9010\u795e\u7ecf\u5143\u63a2\u67e5 Qwen3.5-4B\uff0c\u53d1\u73b0\u53ef\u5207\u6362\u8bed\u6c14\u4e0e\u5185\u5bb9\u503e\u5411\u7684\u201c\u65cb\u94ae\u201d<\/h3>\n<p>Reddit r\/LocalLLaMA \u7528\u6237\u5206\u4eab\u5bf9 Qwen3.5-4B \u7684\u795e\u7ecf\u5143\u7ea7\u63a2\u67e5\uff0c\u79f0\u5728\u7279\u5b9a\u5c42\u548c\u7f16\u53f7\u7684\u5355\u4e2a\u795e\u7ecf\u5143\u4e0a\u8c03\u8282\u6fc0\u6d3b\uff0c\u5c31\u80fd\u660e\u663e\u6539\u53d8\u6a21\u578b\u8f93\u51fa\u98ce\u683c\u3002\u5e16\u4e2d\u5217\u4e3e\u7684\u4f8b\u5b50\u5305\u62ec\uff1a\u67d0\u4e2a\u795e\u7ecf\u5143\u5728\u4e24\u4e2a\u65b9\u5411\u4e0a\u5206\u522b\u8ba9\u6a21\u578b\u66f4\u523b\u8584\u3001\u7231\u5531\u53cd\u8c03\uff0c\u6216\u66f4\u987a\u4ece\u3001\u6613\u9644\u548c\uff1b\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143\u4f1a\u8ba9\u6a21\u578b\u4ee5\u5bf9\u56fd\u5bb6\u5ba3\u4f20\u53e3\u543b\u8bf4\u8bdd\uff1b\u8fd8\u6709\u795e\u7ecf\u5143\u4f7f\u6a21\u578b\u7528\u5bf9\u5e7c\u513f\u7684\u8bed\u6c14\u89e3\u91ca\u4e92\u8054\u7f51\uff0c\u6216\u8ba9\u8f93\u51fa\u56f4\u7ed5\u5b97\u6559\u3001\u653f\u6cbb\u8bdd\u9898\u53cd\u590d\u6253\u8f6c\uff0c\u751a\u81f3\u81ea\u79f0\u662f\u7535\u89c6\u9891\u9053\u8282\u76ee\u5bfc\u64ad\u3002<\/p>\n<p>\u4f5c\u8005\u5f3a\u8c03\u8fd9\u4e9b\u662f\u63a2\u7d22\u6027\u53d1\u73b0\uff0c\u901a\u8fc7\u624b\u52a8\u5e72\u9884\u5355\u4e2a\u795e\u7ecf\u5143\u89c2\u5bdf\u884c\u4e3a\u53d8\u5316\uff0c\u5e76\u975e\u5bf9\u6a21\u578b\u80fd\u529b\u7684\u7cfb\u7edf\u8bc4\u6d4b\u3002\u4e24\u4e2a\u5e16\u5b50\u6765\u81ea\u540c\u4e00\u540d\u7528\u6237\uff0c\u5c5e\u4e8e\u201c\u8111\u5916\u79d1\u624b\u672f\u201d\u5f0f\u7684\u53ef\u89e3\u91ca\u6027\u5b9e\u9a8c\u5206\u4eab\uff0c\u5c55\u793a\u4e86\u5c0f\u6a21\u578b\u5185\u90e8\u53ef\u80fd\u5b58\u5728\u9ad8\u5ea6\u5c40\u90e8\u7684\u98ce\u683c\u4e0e\u5185\u5bb9\u5173\u8054\u3002\u5bf9\u672c\u5730\u6a21\u578b\u7814\u7a76\u8005\u548c\u63d0\u793a\u8bcd\u5de5\u7a0b\u7231\u597d\u8005\u6765\u8bf4\uff0c\u8fd9\u7c7b\u89c2\u5bdf\u53ef\u4f5c\u4e3a\u7406\u89e3\u6a21\u578b\u884c\u4e3a\u53ef\u63a7\u6027\u7684\u7ebf\u7d22\uff0c\u4f46\u6837\u672c\u6709\u9650\uff0c\u4e0d\u80fd\u636e\u6b64\u63a8\u65ad\u6a21\u578b\u6574\u4f53\u7279\u6027\u6216\u5b89\u5168\u6027\u7ed3\u8bba\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u4ee5\u5177\u4f53\u795e\u7ecf\u5143\u6848\u4f8b\u5c55\u793a\u5c0f\u53c2\u6570\u6a21\u578b\u5185\u90e8\u884c\u4e3a\u53ef\u88ab\u5c40\u90e8\u8c03\u8282\uff0c\u5bf9\u672c\u5730\u6a21\u578b\u53ef\u89e3\u91ca\u6027\u7814\u7a76\u6709\u542f\u53d1\u3002<\/p>\n<ul>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xrydgx\/more_interesting_and_unusual_qwen354b_neurons\/\" target=\"_blank\" rel=\"noopener noreferrer\">More interesting and unusual Qwen3.5-4B neurons<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-09<\/li>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xrkomn\/l11_n8147_is_a_neuron_that_will_make_qwen354b_get\/\" target=\"_blank\" rel=\"noopener noreferrer\">L11 N8147 is a neuron that will make Qwen-3.5-4B get things confidently wrong while being weirdly snarky&#8230; But also makes it write interesting poetry<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-09<\/li>\n<\/ul>\n<h3>3 \u00b7 \u5b57\u8282\u8df3\u52a8 Seedream 5.5 \u56fe\u50cf\u6a21\u578b\u4e0a\u7ebf Dreamina\u3001\u526a\u6620\u4e0e BytePlus<\/h3>\n<p>Telegram \u9891\u9053 TestingCatalog \u79f0\uff0c\u5b57\u8282\u8df3\u52a8\u7684 Seedream 5.5 \u56fe\u50cf\u6a21\u578b\u6b63\u5728 Dreamina\u3001\u526a\u6620\uff08CupCut\uff09\u548c BytePlus \u4e09\u4e2a\u5e73\u53f0\u63a8\u9001\u3002\u5e16\u5b50\u5bf9\u8be5\u6a21\u578b\u7684\u63cf\u8ff0\u662f\uff1a\u751f\u6210\u56fe\u50cf\u66f4\u771f\u5b9e\uff0c\u7f16\u8f91\u66f4\u7a33\u5b9a\u3002<\/p>\n<p>\u8d44\u6599\u6ca1\u6709\u7ed9\u51fa\u6a21\u578b\u53c2\u6570\u3001\u5206\u8fa8\u7387\u4e0a\u9650\u3001\u5355\u6b21\u751f\u6210\u5f20\u6570\u3001\u662f\u5426\u652f\u6301\u5c40\u90e8\u91cd\u7ed8\u6216\u53c2\u8003\u56fe\u4e00\u81f4\u6027\uff0c\u4e5f\u6ca1\u6709\u8bf4\u660e\u5404\u5e73\u53f0\u7684\u5f00\u653e\u8303\u56f4\u3001\u514d\u8d39\u989d\u5ea6\u4e0e\u8ba1\u8d39\u65b9\u5f0f\u3002\u201c\u66f4\u771f\u5b9e\u201d\u201c\u66f4\u7a33\u5b9a\u201d\u5c5e\u4e8e\u5b98\u65b9\u6216\u9891\u9053\u8f6c\u8ff0\u7684\u5b9a\u6027\u8bf4\u6cd5\uff0c\u7f3a\u5c11\u5bf9\u6bd4\u6837\u4f8b\u548c\u8bc4\u6d4b\u6570\u636e\u3002<\/p>\n<p>\u4ece\u9002\u7528\u4eba\u7fa4\u770b\uff0cDreamina \u9762\u5411\u666e\u901a\u521b\u4f5c\u8005\u4e0e\u8bbe\u8ba1\u7528\u6237\uff0c\u526a\u6620\u9762\u5411\u89c6\u9891\u526a\u8f91\u573a\u666f\u4e2d\u7684\u7d20\u6750\u751f\u6210\uff0cBytePlus \u9762\u5411\u4f01\u4e1a\u4e0e\u5f00\u53d1\u8005\u8c03\u7528\u3002\u82e5\u6a21\u578b\u786e\u5df2\u4e0a\u7ebf\uff0c\u5b9e\u9645\u4f7f\u7528\u524d\u4ecd\u9700\u5728\u5bf9\u5e94\u5e73\u53f0\u786e\u8ba4\u53ef\u7528\u5730\u533a\u3001\u5185\u5bb9\u5ba1\u6838\u89c4\u5219\u548c\u5546\u7528\u6388\u6743\u6761\u6b3e\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u5b57\u8282\u56fe\u50cf\u6a21\u578b\u6362\u4ee3\u5e76\u94fa\u5230\u4e09\u4e2a\u4ea7\u54c1\u7ebf\uff0c\u5f71\u54cd\u521b\u4f5c\u8005\u4e0e\u4f01\u4e1a\u8c03\u7528\u65b9\u7684\u5de5\u5177\u9009\u62e9\u3002<\/p>\n<ul>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9920\" target=\"_blank\" rel=\"noopener noreferrer\">BYTEDANCE \ud83d\udd25: Seedream 5.5 image model is rolling out on Dreamina, CupCut and BytePlus! Seedream 5.5 is the lat\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-09<\/li>\n<\/ul>\n<h3>4 \u00b7 prompts.chat\uff1a\u793e\u533a\u5171\u4eab\u4e0e\u6536\u85cf\u63d0\u793a\u8bcd\u7684\u5f00\u6e90\u9879\u76ee<\/h3>\n<p>f\/prompts.chat \u539f\u540d Awesome ChatGPT Prompts\uff0c\u73b0\u5b9a\u4f4d\u4e3a\u793e\u533a\u5206\u4eab\u3001\u53d1\u73b0\u548c\u6536\u85cf\u63d0\u793a\u8bcd\u7684\u5e73\u53f0\uff0c\u5e76\u5f3a\u8c03\u514d\u8d39\u5f00\u6e90\u3001\u652f\u6301\u7ec4\u7ec7\u81ea\u6258\u7ba1\u4ee5\u83b7\u5f97\u5b8c\u6574\u9690\u79c1\u3002\u4ed3\u5e93\u6807\u7b7e\u8986\u76d6 ChatGPT\u3001Claude\u3001Gemini\u3001GPT-4\u3001\u63d0\u793a\u8bcd\u5de5\u7a0b\u3001Next.js \u4e0e TypeScript \u7b49\u3002<\/p>\n<p>\u4ece\u63cf\u8ff0\u770b\uff0c\u5b83\u9002\u5408\u9700\u8981\u96c6\u4e2d\u7ba1\u7406\u63d0\u793a\u8bcd\u7684\u4e2a\u4eba\u3001\u5185\u5bb9\u521b\u4f5c\u8005\u548c\u5e0c\u671b\u5185\u90e8\u79c1\u5bc6\u90e8\u7f72\u7684\u7ec4\u7ec7\uff0c\u4f7f\u7528\u573a\u666f\u5305\u62ec\u6d4f\u89c8\u793e\u533a\u63d0\u793a\u8bcd\u3001\u6536\u85cf\u5e38\u7528\u6a21\u677f\uff0c\u4ee5\u53ca\u81ea\u884c\u6258\u7ba1\u4f9b\u56e2\u961f\u5171\u7528\u3002\u8d44\u6599\u4ec5\u63d0\u4f9b\u4ed3\u5e93\u7b80\u4ecb\uff0c\u6ca1\u6709\u8bf4\u660e\u63d0\u793a\u8bcd\u8d28\u91cf\u5ba1\u6838\u3001\u5206\u7c7b\u4f53\u7cfb\u6216\u81ea\u6258\u7ba1\u90e8\u7f72\u6b65\u9aa4\uff0c\u5b9e\u9645\u53ef\u7528\u6027\u9700\u67e5\u770b\u9879\u76ee\u6587\u6863\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u63d0\u793a\u8bcd\u5171\u4eab\u4e0e\u81ea\u6258\u7ba1\u7ed3\u5408\uff0c\u9002\u5408\u9700\u8981\u6c89\u6dc0\u56e2\u961f\u63d0\u793a\u8bcd\u8d44\u4ea7\u7684\u7528\u6237\u53c2\u8003\u3002<\/p>\n<ul>\n<li>GitHub \u00b7 <a href=\"https:\/\/github.com\/f\/prompts.chat\" target=\"_blank\" rel=\"noopener noreferrer\">f\/prompts.chat<\/a> \u00b7 GitHub \u5b98\u65b9\u4ed3\u5e93\u641c\u7d22 \/ Star \u7edf\u8ba1 \u00b7 2026-11-10<\/li>\n<\/ul>\n<h3>5 \u00b7 \u4e00\u5e74\u540e\u5168\u76d8AI\u7f16\u7801\uff1a\u4ee3\u7801\u65e0\u4eba\u80fd\u61c2<\/h3>\n<p>Hacker News \u8ba8\u8bba\u5e16\u6307\u5411 Reddit r\/ClaudeCode \u7684\u4e00\u5219\u7ecf\u9a8c\u5e16\uff1a\u67d0\u56e2\u961f\u5728\u5168\u9762\u5f3a\u5236\u4f7f\u7528AI\u5199\u4ee3\u7801\u4e00\u5e74\u540e\uff0c\u51fa\u73b0\u201c\u6ca1\u4eba\u7406\u89e3\u6211\u4eec\u81ea\u5df1\u7684\u4ee3\u7801\u201d\u7684\u95ee\u9898\u3002\u8ba8\u8bba\u56f4\u7ed5AI\u751f\u6210\u4ee3\u7801\u7684\u53ef\u7ef4\u62a4\u6027\u3001\u5ba1\u67e5\u4e0e\u77e5\u8bc6\u4f20\u627f\u5c55\u5f00\u3002<\/p>\n<p>\u5bf9\u91c7\u7528AI\u7f16\u7801\u5de5\u5177\u7684\u56e2\u961f\u800c\u8a00\uff0c\u8fd9\u8bf4\u660e\u628a\u751f\u6210\u901f\u5ea6\u5f53\u4f5c\u552f\u4e00\u76ee\u6807\u4f1a\u79ef\u7d2f\u7406\u89e3\u503a\u52a1\uff0c\u540e\u7eed\u6392\u969c\u3001\u6539\u52a8\u548c\u5b89\u5168\u5ba1\u67e5\u90fd\u9700\u8981\u4eba\u5de5\u91cd\u65b0\u8865\u8bfe\u3002\u53ef\u64cd\u4f5c\u7684\u505a\u6cd5\u5305\u62ec\uff1a\u8981\u6c42AI\u6539\u52a8\u9644\u5e26\u8bbe\u8ba1\u8bf4\u660e\u4e0e\u6d4b\u8bd5\u3001\u6838\u5fc3\u6a21\u5757\u4fdd\u7559\u4eba\u5de5\u5ba1\u9605\u3001\u5b9a\u671f\u505a\u77e5\u8bc6\u8d70\u67e5\uff0c\u907f\u514d\u53ea\u6709\u5c11\u6570\u4eba\uff08\u6216\u65e0\u4eba\uff09\u638c\u63e1\u7cfb\u7edf\u5168\u8c8c\u3002\u8d44\u6599\u4ec5\u6709\u8ba8\u8bba\u6807\u9898\u4e0e\u6765\u6e90\uff0c\u5177\u4f53\u56e2\u961f\u89c4\u6a21\u548c\u4ee3\u7801\u7ec6\u8282\u672a\u77e5\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u63d0\u793aAI\u7f16\u7801\u89c4\u6a21\u5316\u540e\u7684\u7ef4\u62a4\u98ce\u9669\uff0c\u9002\u5408\u6b63\u5728\u63a8\u8fdbAI\u7f16\u7a0b\u7684\u56e2\u961f\u53c2\u8003\u3002<\/p>\n<ul>\n<li>Hacker News \u00b7 <a href=\"https:\/\/news.ycombinator.com\/item?id=50433079\" target=\"_blank\" rel=\"noopener noreferrer\">A year after the 100% AI mandate nobody understands our code<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-09 \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/ClaudeCode\/comments\/1xq2n3t\/a_year_after_the_100_ai_mandate_nobody\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>6 \u00b7 \u793e\u533a\u8d28\u7591 ArtificialAnalysis \u8bc4\u6d4b\u5bf9\u5f00\u6e90\u6743\u91cd\u6a21\u578b\u5b58\u5728\u504f\u5411<\/h3>\n<p>\u5728 r\/LocalLLaMA\uff0c\u4e00\u4f4d\u7528\u6237\u53d1\u5e16\u8d28\u7591 ArtificialAnalysis \u7684\u8bc4\u6d4b\u662f\u5426\u5bf9\u5f00\u653e\u6743\u91cd\u6a21\u578b\u6709\u7cfb\u7edf\u6027\u504f\u5411\u3002\u5e16\u5b50\u79f0\uff0c\u6bcf\u5f53\u5f00\u653e\u6743\u91cd\u6a21\u578b\u63a5\u8fd1\u7f8e\u56fd\u95ed\u6e90\u6a21\u578b\u65f6\uff0c\u8be5\u5e73\u53f0\u5c31\u4f1a\u201c\u91cd\u65b0\u6821\u51c6\u201d\u57fa\u51c6\uff0c\u4f7f\u5f00\u6e90\u6a21\u578b\u6392\u540d\u4e0b\u964d\uff0c\u5e76\u5728 X\/Twitter \u4e0a\u4ee5\u201c\u667a\u80fd\u6307\u6570\u201d\u5ba3\u4f20\uff0c\u8ba9\u5f00\u6e90\u6a21\u578b\u76f8\u5bf9 Claude\u3001GPT \u663e\u5f97\u5f88\u5dee\u3002\u53d1\u5e16\u8005\u8fd8\u8ba4\u4e3a\uff0c\u8be5\u6307\u6570\u5ffd\u7565\u4e86 DeepSeek\u3001GLM \u7b49\u5728\u7f16\u7a0b\u7b49\u5b9e\u9645\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\uff0c\u800c\u4fa7\u91cd\u4e0e\u771f\u5b9e\u7528\u9014\u5173\u7cfb\u4e0d\u5927\u7684\u9879\u76ee\uff0c\u5e76\u63a8\u6d4b\u5e73\u53f0\u53ef\u80fd\u56e0\u6b64\u83b7\u5f97\u62a5\u916c\uff0c\u4f46\u672a\u63d0\u4f9b\u8bc1\u636e\u3002<\/p>\n<p>\u8be5\u5e16\u5c5e\u4e8e\u793e\u533a\u8d28\u7591\uff0c\u6ca1\u6709\u7ed9\u51fa\u53ef\u6838\u5b9e\u7684\u8bc4\u6d4b\u65b9\u6cd5\u7ec6\u8282\u6216\u5e73\u53f0\u56de\u5e94\u3002\u5bf9\u5173\u6ce8\u6a21\u578b\u9009\u578b\u7684\u5f00\u53d1\u8005\u800c\u8a00\uff0c\u5b83\u63d0\u9192\u5728\u770b\u7b2c\u4e09\u65b9\u6392\u884c\u699c\u65f6\u5e94\u7559\u610f\u57fa\u51c6\u7248\u672c\u53d8\u5316\u3001\u4efb\u52a1\u6784\u6210\u4e0e\u66f4\u65b0\u65f6\u673a\uff1b\u4f46\u5e16\u5b50\u4e2d\u7684\u52a8\u673a\u6307\u63a7\u548c\u201c\u91cd\u65b0\u6821\u51c6\u201d\u9891\u7387\u5747\u672a\u83b7\u8bc1\u5b9e\uff0c\u4e0d\u5b9c\u5f53\u4f5c\u7ed3\u8bba\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u6d89\u53ca\u7b2c\u4e09\u65b9\u6a21\u578b\u8bc4\u6d4b\u516c\u4fe1\u529b\uff0c\u5f71\u54cd\u5f00\u53d1\u8005\u5982\u4f55\u89e3\u8bfb\u5f00\u6e90\u4e0e\u95ed\u6e90\u6a21\u578b\u7684\u6392\u540d\u3002<\/p>\n<ul>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xs5pkl\/is_artificialanalysis_biased_against_open_weight\/\" target=\"_blank\" rel=\"noopener noreferrer\">Is ArtificialAnalysis biased against open weight models?<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-09<\/li>\n<\/ul>\n<h3>7 \u00b7 AWS Bedrock \u4ef7\u683c\u9875\u51fa\u73b0 Claude Fable 5.2 \u4e0e Mythos 5.2 \u6761\u76ee<\/h3>\n<p>Telegram \u9891\u9053 TestingCatalog \u79f0\uff0c\u5728 AWS Bedrock \u7684\u5b9a\u4ef7\u9875\u9762\u4e0a\u51fa\u73b0\u4e86\u201cClaude Fable 5.2\u201d\u548c\u201cClaude Mythos 5.2\u201d\u4e24\u4e2a\u6a21\u578b\u6761\u76ee\uff0c\u6807\u4ef7\u5206\u522b\u4e3a\u8f93\u5165\u6bcf\u767e\u4e07 token 8 \u7f8e\u5143\u3001\u8f93\u51fa\u6bcf\u767e\u4e07 token 40 \u7f8e\u5143\u3002\u9891\u9053\u540c\u65f6\u63d0\u5230\uff0c\u6b64\u524d\u6709\u7ebf\u7d22\u6307\u5411 5.5 \u7248\u672c\u800c\u4e0d\u662f 5.2\uff0c\u5e76\u731c\u6d4b\u8fd9\u53ef\u80fd\u662f\u4e00\u6b21\u5c0f\u4e8e\u9884\u671f\u7684\u5347\u7ea7\u3002<\/p>\n<p>\u8d44\u6599\u4ec5\u57fa\u4e8e\u4ef7\u683c\u9875\u4e0a\u51fa\u73b0\u7684\u6761\u76ee\uff0c\u6ca1\u6709\u5b98\u65b9\u53d1\u5e03\u516c\u544a\u3001\u6a21\u578b\u5361\u3001\u4e0a\u4e0b\u6587\u957f\u5ea6\u3001\u591a\u6a21\u6001\u652f\u6301\u6216\u8bc4\u6d4b\u7ed3\u679c\u3002\u56e0\u6b64\u76ee\u524d\u53ea\u80fd\u786e\u8ba4\u201cBedrock \u5b9a\u4ef7\u9875\u66fe\u51fa\u73b0\u8fd9\u4e24\u4e2a\u540d\u79f0\u4e0e\u4e00\u7ec4\u4ef7\u683c\u201d\uff0c\u4e0d\u80fd\u786e\u8ba4\u5b83\u4eec\u5df2\u6b63\u5f0f\u5f00\u653e\u3001\u662f\u5426\u9762\u5411\u6240\u6709\u533a\u57df\uff0c\u4e5f\u4e0d\u80fd\u65ad\u5b9a\u547d\u540d\u4e0e\u6700\u7ec8\u7248\u672c\u4e00\u81f4\u3002<\/p>\n<p>\u5bf9\u4f7f\u7528 Bedrock \u7684\u4f01\u4e1a\u5f00\u53d1\u8005\uff0c\u8fd9\u7c7b\u6761\u76ee\u901a\u5e38\u610f\u5473\u7740\u65b0\u6a21\u578b\u5373\u5c06\u53ef\u8c03\u7528\uff0c\u53ef\u6309\u8be5\u4ef7\u683c\u4f30\u7b97\u6279\u91cf\u63a8\u7406\u6210\u672c\uff1b\u4f46\u5728\u5b98\u65b9\u6587\u6863\u66f4\u65b0\u524d\uff0c\u4e0d\u5e94\u636e\u6b64\u8c03\u6574\u751f\u4ea7\u73af\u5883\u9009\u578b\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u4e91\u5e73\u53f0\u4ef7\u683c\u9875\u63d0\u524d\u66b4\u9732 Anthropic \u65b0\u6a21\u578b\u540d\u79f0\u4e0e\u5b9a\u4ef7\uff0c\u662f\u9009\u578b\u4e0e\u6210\u672c\u8bc4\u4f30\u7684\u65e9\u671f\u4fe1\u53f7\u3002<\/p>\n<ul>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9925\" target=\"_blank\" rel=\"noopener noreferrer\">BREAKING \ud83d\udd25: Claude Fable 5.2 and Claude Mythos 5.2 have been spotted on the AWS Bedrock Pricing page. &gt; Pricin\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-09<\/li>\n<\/ul>\n<h3>8 \u00b7 Dify\uff1a\u5728\u4e00\u4e2a\u534f\u4f5c\u5de5\u4f5c\u53f0\u91cc\u6784\u5efaAgentic\u5de5\u4f5c\u6d41\u4e0eRAG\u7ba1\u9053<\/h3>\n<p>\u5f00\u6e90\u9879\u76ee langgenius\/dify \u5b9a\u4f4d\u4e3a\u4e00\u7ad9\u5f0f\u6784\u5efa\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u7684\u534f\u4f5c\u5de5\u4f5c\u53f0\uff0c\u53ef\u642d\u5efa Agentic \u5de5\u4f5c\u6d41\u4e0e\u68c0\u7d22\u589e\u5f3a\uff08RAG\uff09\u7ba1\u9053\uff0c\u5e76\u63a5\u5165\u591a\u79cd AI \u6a21\u578b\u548c\u5de5\u5177\u3002\u4ed3\u5e93\u8bf4\u660e\u79f0\uff0c\u56e2\u961f\u53ef\u4ee5\u5728\u4e91\u3001VPC \u6216\u81ea\u6258\u7ba1\u73af\u5883\u4e2d\u90e8\u7f72\uff0c\u4ece\u539f\u578b\u63a8\u8fdb\u5230\u751f\u4ea7\u65f6\u4e0d\u5fc5\u91cd\u642d\u6280\u672f\u6808\uff1b\u4ed3\u5e93\u6807\u7b7e\u6db5\u76d6 agent\u3001\u4f4e\u4ee3\u7801\/\u65e0\u4ee3\u7801\u3001MCP\u3001\u5de5\u4f5c\u6d41\u3001Python \u7b49\uff0c\u6307\u5411\u9762\u5411\u5f00\u53d1\u4e0e\u4e1a\u52a1\u534f\u4f5c\u7684\u642d\u5efa\u573a\u666f\u3002<\/p>\n<p>\u4ece\u9002\u7528\u4eba\u7fa4\u770b\uff0c\u5b83\u66f4\u9002\u5408\u9700\u8981\u628a\u6a21\u578b\u3001\u5de5\u5177\u8c03\u7528\u548c\u77e5\u8bc6\u68c0\u7d22\u4e32\u6210\u53ef\u8fd0\u884c\u6d41\u7a0b\u7684\u56e2\u961f\uff0c\u800c\u975e\u53ea\u505a\u5355\u8f6e\u5bf9\u8bdd\u7684\u7528\u6237\u3002\u8d44\u6599\u672a\u7ed9\u51fa\u5177\u4f53\u6a21\u578b\u6e05\u5355\u3001\u6027\u80fd\u6307\u6807\u6216\u5b9a\u4ef7\uff0c\u4e5f\u672a\u89c1\u7248\u672c\u53d1\u5e03\u8bf4\u660e\uff0c\u56e0\u6b64\u90e8\u7f72\u6761\u4ef6\u3001\u529f\u80fd\u8fb9\u754c\u4e0e\u5b9e\u9645\u6548\u679c\u4ecd\u9700\u67e5\u9605\u9879\u76ee\u6587\u6863\u786e\u8ba4\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u628a\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u3001RAG \u4e0e\u591a\u6a21\u578b\u63a5\u5165\u653e\u8fdb\u540c\u4e00\u81ea\u6258\u7ba1\u5de5\u4f5c\u53f0\uff0c\u9002\u5408\u5173\u6ce8\u4ece\u539f\u578b\u5230\u751f\u4ea7\u843d\u5730\u7684\u56e2\u961f\u3002<\/p>\n<ul>\n<li>GitHub \u00b7 <a href=\"https:\/\/github.com\/langgenius\/dify\" target=\"_blank\" rel=\"noopener noreferrer\">langgenius\/dify<\/a> \u00b7 GitHub \u5b98\u65b9\u4ed3\u5e93\u641c\u7d22 \/ Star \u7edf\u8ba1 \u00b7 2026-11-10<\/li>\n<\/ul>\n<h3>9 \u00b7 \u82f9\u679c\u4e3a\u5de5\u7a0b\u5e08\u8bbe\u6bcf\u65e5200\u7f8e\u5143AI\u989d\u5ea6<\/h3>\n<p>Hacker News \u8ba8\u8bba\u5e16\u79f0\uff0c\u82f9\u679c\u5bf9\u5de5\u7a0b\u5e08\u4f7f\u7528AI\u8bbe\u5b9a\u6bcf\u65e5200\u7f8e\u5143\u7684\u9884\u7b97\u4e0a\u9650\u3002\u8fd9\u4e00\u505a\u6cd5\u628aAI\u8c03\u7528\u6210\u672c\u7eb3\u5165\u65e5\u5e38\u5de5\u7a0b\u7ba1\u7406\uff0c\u800c\u975e\u65e0\u9650\u5236\u653e\u5f00\u3002<\/p>\n<p>\u5bf9\u4f7f\u7528\u4e91\u7aef\u6a21\u578b\u7684\u7814\u53d1\u7ec4\u7ec7\u6765\u8bf4\uff0c\u6309\u4eba\u6309\u65e5\u9650\u989d\u662f\u4e00\u79cd\u6210\u672c\u63a7\u5236\u624b\u6bb5\uff0c\u4e5f\u4f1a\u5f71\u54cd\u5de5\u7a0b\u5e08\u9009\u62e9\u6a21\u578b\u548c\u4f7f\u7528\u9891\u7387\uff1a\u9ad8\u4ef7\u6a21\u578b\u53ef\u80fd\u88ab\u66f4\u4fbf\u5b9c\u65b9\u6848\u66ff\u4ee3\uff0c\u6279\u91cf\u4efb\u52a1\u9700\u63d0\u524d\u89c4\u5212\u3002\u4f01\u4e1a\u53ef\u53c2\u8003\u7684\u505a\u6cd5\u5305\u62ec\u6309\u56e2\u961f\u5206\u8d26\u3001\u4f18\u5148\u4f7f\u7528\u5185\u90e8\u6216\u4f4e\u4ef7\u6a21\u578b\u3001\u5bf9\u9ad8\u6d88\u8017\u573a\u666f\u5355\u72ec\u5ba1\u6279\u3002\u8d44\u6599\u4ec5\u6765\u81ea\u65b0\u95fb\u901a\u8baf\u8f6c\u8ff0\u4e0eHN\u8ba8\u8bba\uff0c\u9884\u7b97\u9002\u7528\u8303\u56f4\u3001\u662f\u5426\u8986\u76d6\u5168\u90e8AI\u670d\u52a1\u53ca\u6267\u884c\u7ec6\u8282\u5747\u672a\u786e\u8ba4\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u5c55\u793a\u5927\u516c\u53f8\u5982\u4f55\u7ed9AI\u4f7f\u7528\u8bbe\u6210\u672c\u8fb9\u754c\uff0c\u5bf9\u5236\u5b9a\u56e2\u961fAI\u9884\u7b97\u6709\u501f\u9274\u610f\u4e49\u3002<\/p>\n<ul>\n<li>Hacker News \u00b7 <a href=\"https:\/\/news.ycombinator.com\/item?id=50421426\" target=\"_blank\" rel=\"noopener noreferrer\">Apple capped engineers at a $200 daily AI budget<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-09 \u00b7 <a href=\"https:\/\/www.stork.ai\/newsletter\/2026-11-08-apple-capped-engineers-at-a-200-daily-ai-budget\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>10 \u00b7 \u7528\u6237\u79f0\u56e0\u5bf9\u81ea\u5df1\u63d2\u4ef6\u505a\u7ea2\u961f\u6d4b\u8bd5\u906d\u5c01\u7981\uff0c\u7533\u8bc9\u88ab\u7acb\u5373\u9a73\u56de<\/h3>\n<p>r\/LocalLLaMA \u4e00\u5219\u5e16\u5b50\u79f0\uff0c\u53d1\u5e16\u8005\u4ec5\u56e0\u4e3a\u5bf9\u81ea\u5df1\u7684\u63d2\u4ef6\u8fdb\u884c\u7ea2\u961f\u6d4b\u8bd5\uff08red-teaming\uff09\uff0c\u5c31\u88ab\u5e73\u53f0\u5a01\u80c1\u5c01\u7981\uff0c\u7533\u8bc9\u5728\u672a\u7ed9\u51fa\u7ec6\u8282\u7684\u60c5\u51b5\u4e0b\u88ab\u7acb\u5373\u9a73\u56de\u3002\u5e16\u5b50\u6ca1\u6709\u8bf4\u660e\u6d89\u53ca\u54ea\u5bb6\u5e73\u53f0\u3001\u63d2\u4ef6\u7c7b\u578b\u3001\u5177\u4f53\u6d4b\u8bd5\u65b9\u5f0f\u6216\u5c01\u7981\u4f9d\u636e\uff0c\u4e5f\u6ca1\u6709\u9644\u4e0a\u5e73\u53f0\u56de\u5e94\uff0c\u56e0\u6b64\u76ee\u524d\u53ea\u80fd\u786e\u8ba4\u8fd9\u662f\u4e00\u5219\u4e2a\u4eba\u7ecf\u5386\u9648\u8ff0\uff0c\u65e0\u6cd5\u72ec\u7acb\u6838\u5b9e\u3002<\/p>\n<p>\u8be5\u8ba8\u8bba\u7684\u843d\u70b9\u662f\u201c\u672c\u5730\u8fd0\u884c\u66f4\u91cd\u8981\u201d\uff1a\u5f53\u5f00\u53d1\u8005\u5bf9\u81ea\u6709\u5de5\u5177\u505a\u5b89\u5168\u6d4b\u8bd5\u5374\u53ef\u80fd\u89e6\u53d1\u5e73\u53f0\u89c4\u5219\u65f6\uff0c\u672c\u5730\u90e8\u7f72\u80fd\u51cf\u5c11\u5bf9\u5916\u90e8\u670d\u52a1\u6761\u6b3e\u4e0e\u5ba1\u6838\u7684\u4f9d\u8d56\u3002\u5bf9\u505a\u63d2\u4ef6\u6216\u5b89\u5168\u6d4b\u8bd5\u7684\u5f00\u53d1\u8005\u800c\u8a00\uff0c\u503c\u5f97\u7559\u610f\u7684\u662f\u5148\u786e\u8ba4\u5e73\u53f0\u5bf9\u7ea2\u961f\u6d4b\u8bd5\u7684\u4e66\u9762\u653f\u7b56\uff0c\u5e76\u4fdd\u7559\u6d4b\u8bd5\u8bb0\u5f55\u4e0e\u7533\u8bc9\u6750\u6599\uff1b\u4f46\u672c\u8d44\u6599\u672a\u63d0\u4f9b\u53ef\u64cd\u4f5c\u7684\u653f\u7b56\u7ec6\u8282\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u53cd\u6620\u5f00\u53d1\u8005\u5bf9\u81ea\u6709\u63d2\u4ef6\u505a\u5b89\u5168\u6d4b\u8bd5\u65f6\u53ef\u80fd\u906d\u9047\u5e73\u53f0\u5c01\u7981\u7684\u73b0\u5b9e\u987e\u8651\u3002<\/p>\n<ul>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xs3y17\/got_another_good_reminder_why_local_matters_today\/\" target=\"_blank\" rel=\"noopener noreferrer\">Got another good reminder why local matters today<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-09<\/li>\n<\/ul>\n<h3>11 \u00b7 Meta \u4e3a Muse \u4e0e Meta AI \u63a8\u9001\u4e13\u7528\u6a21\u578b\uff0c\u52a0\u5165\u4e3b\u52a8\u8bb0\u5fc6\u4e0e\u4e3b\u52a8\u805a\u7126<\/h3>\n<p>Telegram \u9891\u9053 TestingCatalog \u6c47\u603b\u79f0\uff0cMeta \u6b63\u5728\u4e3a Muse \u548c Meta AI \u63a8\u9001\u65b0\u7684\u4e13\u7528\u6a21\u578b\uff0c\u8fd9\u4e9b\u6a21\u578b\u4f7f\u7528 Muse Wonder \u8bad\u7ec3\uff0c\u5e76\u52a0\u5165\u201cActive Memory\uff08\u4e3b\u52a8\u8bb0\u5fc6\uff09\u201d\u4e0e\u201cActive Focus\uff08\u4e3b\u52a8\u805a\u7126\uff09\u201d\u4e24\u9879\u80fd\u529b\u3002Meta \u7684\u8bf4\u6cd5\u662f\uff1aMuse \u73b0\u5728\u9057\u5fd8\u66f4\u5c11\u3001\u66f4\u5e38\u81ea\u6211\u7ea0\u6b63\uff0c\u5904\u7406\u4efb\u52a1\u548c\u4e0d\u65ad\u53d8\u5316\u7684\u4e0a\u4e0b\u6587\u65f6\u8fde\u7eed\u6027\u66f4\u5f3a\u3002<\/p>\n<p>\u8d44\u6599\u6ca1\u6709\u8bf4\u660e\u6a21\u578b\u89c4\u6a21\u3001\u4e0a\u7ebf\u5730\u533a\u3001\u662f\u5426\u5bf9\u6240\u6709\u7528\u6237\u5f00\u653e\uff0c\u4e5f\u6ca1\u6709\u7ed9\u51fa\u201c\u9057\u5fd8\u66f4\u5c11\u201d\u201c\u81ea\u6211\u7ea0\u6b63\u66f4\u591a\u201d\u7684\u91cf\u5316\u6307\u6807\u6216\u6d4b\u8bd5\u65b9\u6cd5\u3002\u8fd9\u4e24\u9879\u80fd\u529b\u542c\u8d77\u6765\u66f4\u63a5\u8fd1\u957f\u5bf9\u8bdd\u4e2d\u7684\u8bb0\u5fc6\u4fdd\u6301\u4e0e\u6ce8\u610f\u529b\u805a\u7126\u673a\u5236\uff0c\u4f46\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u672a\u77e5\u3002<\/p>\n<p>\u9002\u7528\u4eba\u7fa4\u662f\u65e5\u5e38\u4f7f\u7528 Meta AI \u52a9\u624b\u505a\u591a\u8f6e\u4efb\u52a1\u3001\u9700\u8981\u8de8\u8f6e\u4fdd\u6301\u4e0a\u4e0b\u6587\u7684\u7528\u6237\u3002\u5b9e\u9645\u6548\u679c\u4ecd\u9700\u5728\u771f\u5b9e\u5bf9\u8bdd\u4e2d\u9a8c\u8bc1\uff1b\u6d89\u53ca\u654f\u611f\u4fe1\u606f\u7684\u8bb0\u5fc6\u529f\u80fd\uff0c\u8fd8\u5e94\u5173\u6ce8\u5e73\u53f0\u662f\u5426\u63d0\u4f9b\u67e5\u770b\u3001\u5220\u9664\u8bb0\u5fc6\u7684\u5f00\u5173\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>Meta \u52a9\u624b\u52a0\u5165\u8bb0\u5fc6\u4e0e\u805a\u7126\u80fd\u529b\uff0c\u5173\u7cfb\u5230\u591a\u8f6e\u5bf9\u8bdd\u4f53\u9a8c\u4e0e\u9690\u79c1\u63a7\u5236\u3002<\/p>\n<ul>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9919\" target=\"_blank\" rel=\"noopener noreferrer\">ICYMI: Meta rolls out specialized models for Muse and Meta AIMeta is rolling out new Muse and Meta AI models t\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-09<\/li>\n<\/ul>\n<h3>12 \u00b7 Open WebUI\uff1a\u53ef\u81ea\u6258\u7ba1\u7684 AI \u5bf9\u8bdd\u754c\u9762\uff0c\u517c\u5bb9 Ollama \u4e0e OpenAI API<\/h3>\n<p>open-webui\/open-webui \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u3001\u9762\u5411\u7528\u6237\u7684 AI \u754c\u9762\uff0c\u652f\u6301 Ollama\u3001OpenAI API \u7b49\u540e\u7aef\u3002\u4ed3\u5e93\u6807\u7b7e\u663e\u793a\u5176\u8986\u76d6 LLM \u7f51\u9875\u754c\u9762\u3001\u81ea\u6258\u7ba1\u3001RAG\u3001MCP \u7b49\u65b9\u5411\uff0c\u6838\u5fc3\u7528\u9014\u662f\u4e3a\u672c\u5730\u6216\u8fdc\u7a0b\u6a21\u578b\u63d0\u4f9b\u4e00\u4e2a\u7edf\u4e00\u7684\u5bf9\u8bdd\u5165\u53e3\u3002<\/p>\n<p>\u5b83\u9002\u5408\u5e0c\u671b\u81ea\u884c\u90e8\u7f72\u754c\u9762\u3001\u96c6\u4e2d\u4f7f\u7528\u4e0d\u540c\u6a21\u578b\u670d\u52a1\u7684\u4e2a\u4eba\u4e0e\u56e2\u961f\uff0c\u5178\u578b\u573a\u666f\u5305\u62ec\u672c\u5730 Ollama \u6a21\u578b\u804a\u5929\u3001\u63a5\u5165 OpenAI \u517c\u5bb9 API\uff0c\u4ee5\u53ca\u5728\u81ea\u6258\u7ba1\u73af\u5883\u4e2d\u7ba1\u7406\u5bf9\u8bdd\u4e0e\u68c0\u7d22\u80fd\u529b\u3002\u8d44\u6599\u4ec5\u63d0\u4f9b\u4ed3\u5e93\u7b80\u4ecb\u4e0e\u6807\u7b7e\uff0c\u6ca1\u6709\u7ed9\u51fa\u5177\u4f53\u7248\u672c\u3001\u90e8\u7f72\u6b65\u9aa4\u6216\u529f\u80fd\u7ec6\u8282\uff0c\u5b9e\u9645\u517c\u5bb9\u8303\u56f4\u4e0e\u9650\u5236\u9700\u4ee5\u9879\u76ee\u6587\u6863\u4e3a\u51c6\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u4e3a\u672c\u5730\u4e0e\u8fdc\u7a0b\u6a21\u578b\u63d0\u4f9b\u7edf\u4e00\u7684\u7f51\u9875\u5bf9\u8bdd\u5165\u53e3\uff0c\u662f\u81ea\u6258\u7ba1 AI \u4f7f\u7528\u573a\u666f\u4e2d\u7684\u5e38\u89c1\u57fa\u7840\u4ef6\u3002<\/p>\n<ul>\n<li>GitHub \u00b7 <a href=\"https:\/\/github.com\/open-webui\/open-webui\" target=\"_blank\" rel=\"noopener noreferrer\">open-webui\/open-webui<\/a> \u00b7 GitHub \u5b98\u65b9\u4ed3\u5e93\u641c\u7d22 \/ Star \u7edf\u8ba1 \u00b7 2026-11-10<\/li>\n<\/ul>\n<h3>13 \u00b7 \u5357\u975e\u4f5c\u800520\u4e2a\u6708\u51fa370\u672c\u4e66\u5e76\u8fa9\u62a4AI\u4f7f\u7528<\/h3>\n<p>Hacker News \u8ba8\u8bba\u5e16\u5f15\u7528\u5357\u975e\u5a92\u4f53 ENCA \u7684\u62a5\u9053\uff1a\u4e00\u4f4d\u5357\u975e\u4f5c\u8005\u572820\u4e2a\u6708\u5185\u51fa\u7248370\u672c\u4e66\uff0c\u5e76\u516c\u5f00\u4e3a\u5176\u4f7f\u7528AI\u7684\u505a\u6cd5\u8fa9\u62a4\u3002\u8ba8\u8bba\u96c6\u4e2d\u5728AI\u8f85\u52a9\u5199\u4f5c\u7684\u4ea7\u91cf\u3001\u539f\u521b\u6027\u4e0e\u51fa\u7248\u4f26\u7406\u3002<\/p>\n<p>\u5bf9\u5185\u5bb9\u521b\u4f5c\u8005\u800c\u8a00\uff0c\u8fd9\u4e2a\u6848\u4f8b\u8bf4\u660eAI\u53ef\u4ee5\u628a\u5199\u4f5c\u6d41\u7a0b\u538b\u7f29\u5230\u6781\u9ad8\u4ea7\u51fa\uff0c\u4f46\u540c\u65f6\u4f1a\u5f15\u51fa\u8bfb\u8005\u4fe1\u4efb\u3001\u5e73\u53f0\u89c4\u5219\u548c\u7f72\u540d\u8d23\u4efb\u7b49\u95ee\u9898\u3002\u82e5\u501f\u9274\u7c7b\u4f3c\u6d41\u7a0b\uff0c\u9700\u8981\u660e\u786eAI\u53c2\u4e0e\u7a0b\u5ea6\u3001\u505a\u597d\u4e8b\u5b9e\u6838\u67e5\u4e0e\u7f16\u8f91\u52a0\u5de5\uff0c\u5e76\u9075\u5b88\u51fa\u7248\u6e20\u9053\u5bf9AI\u5185\u5bb9\u7684\u62ab\u9732\u8981\u6c42\u3002\u8d44\u6599\u4ec5\u6709\u6807\u9898\u4e0e\u8ba8\u8bba\uff0c\u4e66\u7c4d\u4f53\u88c1\u3001\u9500\u552e\u60c5\u51b5\u548cAI\u5177\u4f53\u7528\u6cd5\u5747\u672a\u77e5\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u5448\u73b0AI\u9ad8\u4ea7\u5199\u4f5c\u7684\u4e89\u8bae\u6837\u672c\uff0c\u6d89\u53ca\u521b\u4f5c\u8005\u7f72\u540d\u4e0e\u5e73\u53f0\u89c4\u5219\u3002<\/p>\n<ul>\n<li>Hacker News \u00b7 <a href=\"https:\/\/news.ycombinator.com\/item?id=50422181\" target=\"_blank\" rel=\"noopener noreferrer\">370 Books in 20 months: South African author defends her use of AI<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-09 \u00b7 <a href=\"https:\/\/www.enca.com\/lifestyle\/370-books-20-months-sa-author-defends-her-use-ai\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>14 \u00b7 TheDrummer \u53d1\u5e03 Orion 26B A4B v1.1\uff0c\u5e76\u63a8\u51fa\u514d\u8d39\u6a21\u578b\u805a\u5408\u7ad9 BeaverNet<\/h3>\n<p>r\/LocalLLaMA \u7528\u6237 TheLocalDrummer \u516c\u5e03\u4e86\u4e24\u9879\u8fdb\u5c55\u3002\u5176\u4e00\u662f Orion 26B A4B \u6a21\u578b\uff1av1 \u5df2\u88ab\u793e\u533a\u89c6\u4e3a\u53ef\u9760\u7684 RP\uff08\u89d2\u8272\u626e\u6f14\uff09\u5e38\u7528\u6a21\u578b\uff0cv1.1 \u636e\u79f0\u8fdb\u4e00\u6b65\u5f3a\u5316\u521b\u610f\u5199\u4f5c\u5e76\u5145\u5206\u5229\u7528 Gemma \u7684\u63a8\u7406\u80fd\u529b\uff0c\u4e24\u4e2a\u7248\u672c\u5747\u53d1\u5e03\u5728 Hugging Face\u3002\u5176\u4e8c\u662f BeaverNet\uff08net.beaverai.org\uff09\uff0c\u5b9a\u4f4d\u4e3a\u8ba9\u6a21\u578b\u63d0\u4f9b\u8005\u5171\u540c\u5411\u516c\u4f17\u514d\u8d39\u63d0\u4f9b\u6a21\u578b\u7684\u805a\u5408\u5165\u53e3\uff0c\u76ee\u524d\u6709 12 \u4e2a\u6a21\u578b\uff0c\u9762\u5411\u4efb\u4f55\u517c\u5bb9 OpenAI API \u7684\u5ba2\u6237\u7aef\uff0c\u5f3a\u8c03\u4fbf\u6377\u3001\u533f\u540d\u548c\u591a\u6837\u3002<\/p>\n<p>\u53d1\u5e16\u8005\u8868\u793a\u540e\u7eed\u4f1a\u6539\u5584\u7528\u6237\u4e0e\u63d0\u4f9b\u8005\u4f53\u9a8c\uff0c\u5e76\u8ba1\u5212\u52a0\u5165 TTS\u3001STT \u7b49\u65b0\u6a21\u6001\u3002\u60f3\u672c\u5730\u6216\u4f4e\u6210\u672c\u8c03\u7528\u6a21\u578b\u7684\u7528\u6237\u53ef\u5173\u6ce8 Orion \u7684\u5199\u4f5c\u4e0e RP \u573a\u666f\uff1b\u613f\u610f\u8d21\u732e\u7b97\u529b\u8005\u53ef\u4e86\u89e3 BeaverNet \u7684\u63d0\u4f9b\u8005\u89d2\u8272\u3002\u8d44\u6599\u672a\u62ab\u9732\u6a21\u578b\u53c2\u6570\u7ec6\u8282\u3001\u8bc4\u6d4b\u6570\u636e\u6216\u670d\u52a1\u53ef\u7528\u6027\u4fdd\u969c\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u540c\u65f6\u7ed9\u51fa\u53ef\u4e0b\u8f7d\u7684\u5199\u4f5c\u5411\u5f00\u6e90\u6a21\u578b\u4e0e\u9762\u5411 OpenAI API \u5ba2\u6237\u7aef\u7684\u514d\u8d39\u6a21\u578b\u5165\u53e3\u3002<\/p>\n<ul>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xruzry\/drummers_orion_26b_a4b_v1_and_v11_plus_a_new\/\" target=\"_blank\" rel=\"noopener noreferrer\">Drummer&#8217;s Orion 26B A4B v1 and v1.1! &#8230; Plus a new project from yours truly.<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-09<\/li>\n<\/ul>\n<h3>15 \u00b7 \u8c37\u6b4c\u53d1\u5e03TPU 8tx\u4e0eTPU 8i Max\u4e24\u6b3eAI\u82af\u7247<\/h3>\n<p>Telegram \u9891\u9053 @testingcatalog \u79f0\uff0c\u8c37\u6b4c\u5ba3\u5e03\u4e24\u6b3e\u65b0 TPU\uff1aTPU 8tx \u4e0e TPU 8i Max\u3002\u524d\u8005\u9762\u5411\u5927\u89c4\u6a21\u8bad\u7ec3\uff0c\u660e\u786e\u6307\u5411\u5728\u654f\u611f\u4fe1\u606f\u4e0a\u8fd0\u884c\u6a21\u578b\u548c\u81ea\u4e3b\u667a\u80fd\u4f53\u7684\u53d7\u76d1\u7ba1\u4f01\u4e1a\u4e0e\u653f\u5e9c\u673a\u6784\uff1b\u540e\u8005\u9762\u5411\u4f4e\u5ef6\u8fdf\u63a8\u7406\uff0c\u9488\u5bf9\u667a\u80fd\u4f53\u5904\u7406\u5927\u578b\u4ee3\u7801\u5e93\u3001\u957f\u89c6\u9891\u4e0e\u767e\u4e07\u7ea7 token \u4e0a\u4e0b\u6587\u65f6\u7684\u5185\u5b58\u9700\u6c42\u3002<\/p>\n<p>\u4e24\u6b3e\u4ea7\u54c1\u5206\u522b\u8986\u76d6\u8bad\u7ec3\u4fa7\u5408\u89c4\u654f\u611f\u573a\u666f\u548c\u63a8\u7406\u4fa7\u957f\u4e0a\u4e0b\u6587\u573a\u666f\uff0c\u9002\u5408\u90e8\u7f72\u79c1\u6709\u6a21\u578b\u3001\u4ee3\u7801\u52a9\u624b\u4e0e\u89c6\u9891\u7406\u89e3\u7c7b\u5e94\u7528\u7684\u4f01\u4e1a\u548c\u673a\u6784\u3002\u8d44\u6599\u672a\u7ed9\u51fa\u7b97\u529b\u3001\u5185\u5b58\u5bb9\u91cf\u3001\u53ef\u7528\u533a\u57df\u3001\u4ef7\u683c\u4e0e\u5f00\u653e\u65f6\u95f4\uff0c\u76f8\u5173\u53c2\u6570\u4e0e\u4e0a\u7ebf\u5b89\u6392\u4ecd\u9700\u4ee5\u8c37\u6b4c\u5b98\u65b9\u516c\u544a\u4e3a\u51c6\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u53cd\u6620\u8c37\u6b4c\u5728\u8bad\u7ec3\u4e0e\u63a8\u7406\u4e24\u7aef\u540c\u65f6\u6269\u5145\u4e13\u7528AI\u82af\u7247\uff0c\u5e76\u5f3a\u8c03\u9762\u5411\u53d7\u76d1\u7ba1\u884c\u4e1a\u7684\u6570\u636e\u654f\u611f\u9700\u6c42\u3002<\/p>\n<ul>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9921\" target=\"_blank\" rel=\"noopener noreferrer\">Google adds new TPU 8tx and TPU 8i Max for AI workloadsGOOGLE \ud83d\udd25: New TPU 8tx and TPU 8i Max have been announce\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-09<\/li>\n<\/ul>\n<h3>16 \u00b7 Langflow\uff1a\u53ef\u89c6\u5316\u642d\u5efa\u4e0e\u90e8\u7f72 AI \u667a\u80fd\u4f53\u548c\u591a\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41<\/h3>\n<p>langflow-ai\/langflow \u88ab\u63cf\u8ff0\u4e3a\u7528\u4e8e\u6784\u5efa\u548c\u90e8\u7f72 AI \u667a\u80fd\u4f53\u4e0e\u5de5\u4f5c\u6d41\u7684\u5de5\u5177\u3002\u4ed3\u5e93\u6807\u7b7e\u5305\u62ec agents\u3001chatgpt\u3001generative-ai\u3001\u5927\u8bed\u8a00\u6a21\u578b\u3001multiagent \u548c react-flow\uff0c\u8bf4\u660e\u5176\u91cd\u70b9\u5728\u4e8e\u4ee5\u53ef\u89c6\u5316\u65b9\u5f0f\u7ec4\u7ec7\u667a\u80fd\u4f53\u6d41\u7a0b\uff0c\u5e76\u652f\u6301\u591a\u667a\u80fd\u4f53\u573a\u666f\u3002<\/p>\n<p>\u5b83\u9762\u5411\u9700\u8981\u5feb\u901f\u642d\u5efa AI \u5de5\u4f5c\u6d41\u3001\u53c8\u4e0d\u5e0c\u671b\u4ece\u96f6\u7f16\u5199\u5168\u90e8\u7f16\u6392\u4ee3\u7801\u7684\u5f00\u53d1\u8005\u4e0e\u56e2\u961f\u3002\u8d44\u6599\u6ca1\u6709\u8bf4\u660e\u5177\u4f53\u8282\u70b9\u6570\u91cf\u3001\u652f\u6301\u6a21\u578b\u3001\u90e8\u7f72\u65b9\u5f0f\u6216\u7248\u672c\u66f4\u65b0\u60c5\u51b5\uff0c\u56e0\u6b64\u4e0d\u80fd\u636e\u6b64\u5224\u65ad\u529f\u80fd\u5b8c\u6574\u5ea6\uff1b\u4f7f\u7528\u524d\u5e94\u67e5\u9605\u9879\u76ee\u6587\u6863\u786e\u8ba4\u96c6\u6210\u4e0e\u8fd0\u884c\u8981\u6c42\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u53ef\u89c6\u5316\u667a\u80fd\u4f53\u4e0e\u591a\u667a\u80fd\u4f53\u7f16\u6392\u5de5\u5177\uff0c\u9002\u5408\u5173\u6ce8 AI \u5de5\u4f5c\u6d41\u642d\u5efa\u6548\u7387\u7684\u5f00\u53d1\u8005\u3002<\/p>\n<ul>\n<li>GitHub \u00b7 <a href=\"https:\/\/github.com\/langflow-ai\/langflow\" target=\"_blank\" rel=\"noopener noreferrer\">langflow-ai\/langflow<\/a> \u00b7 GitHub \u5b98\u65b9\u4ed3\u5e93\u641c\u7d22 \/ Star \u7edf\u8ba1 \u00b7 2026-11-10<\/li>\n<\/ul>\n<h3>17 \u00b7 Ginux\uff1a\u4eba\u7c7b\u4e3b\u5bfcAI\u5de5\u7a0b\u6253\u9020\u7684\u65b0\u5185\u6838<\/h3>\n<p>Hacker News \u8ba8\u8bba\u5e16\u4ecb\u7ecd\u540d\u4e3a Ginux \u7684\u9879\u76ee\uff1a\u4e00\u4e2a\u65b0\u5185\u6838\u53ef\u4ee5\u8fd0\u884c Linux \u7528\u6237\u7a7a\u95f4\uff0c\u5176\u5f00\u53d1\u65b9\u5f0f\u88ab\u63cf\u8ff0\u4e3a\u201c\u4eba\u7c7b\u4e3b\u5bfc\u7684AI\u5de5\u7a0b\u201d\u3002\u8d44\u6599\u540c\u65f6\u7ed9\u51fa Zenodo \u8bb0\u5f55\u94fe\u63a5\uff0c\u4f46\u672a\u62ab\u9732\u4ee3\u7801\u89c4\u6a21\u3001\u517c\u5bb9\u8303\u56f4\u6216\u6027\u80fd\u6570\u636e\u3002<\/p>\n<p>\u8be5\u9879\u76ee\u7684\u770b\u70b9\u5728\u4e8e\u63a2\u7d22\u7528AI\u8f85\u52a9\u5b8c\u6210\u7cfb\u7edf\u7ea7\u8f6f\u4ef6\u5de5\u7a0b\uff0c\u540c\u65f6\u4fdd\u7559\u4eba\u7c7b\u5bf9\u67b6\u6784\u548c\u65b9\u5411\u7684\u51b3\u7b56\u3002\u9002\u7528\u4eba\u7fa4\u662f\u5bf9\u64cd\u4f5c\u7cfb\u7edf\u3001\u5185\u6838\u5f00\u53d1\u548cAI\u8f85\u52a9\u7f16\u7a0b\u611f\u5174\u8da3\u7684\u7814\u7a76\u8005\u4e0e\u5f00\u53d1\u8005\uff1b\u5b9e\u9645\u53ef\u7528\u6027\u3001\u652f\u6301\u67b6\u6784\u4e0e\u8bb8\u53ef\u6761\u6b3e\u9700\u67e5\u9605\u539f\u59cb\u8bb0\u5f55\u3002\u8d44\u6599\u4e0d\u8db3\u4ee5\u5224\u65ad\u5176\u6210\u719f\u5ea6\u6216\u662f\u5426\u53ef\u7528\u4e8e\u751f\u4ea7\u73af\u5883\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u7cfb\u7edf\u8f6f\u4ef6\u5c42\u9762\u7684AI\u8f85\u52a9\u5de5\u7a0b\u5b9e\u9a8c\uff0c\u9002\u5408\u5173\u6ce8\u5185\u6838\u4e0eAI\u534f\u4f5c\u5f00\u53d1\u7684\u4eba\u3002<\/p>\n<ul>\n<li>Hacker News \u00b7 <a href=\"https:\/\/news.ycombinator.com\/item?id=50424147\" target=\"_blank\" rel=\"noopener noreferrer\">Ginux: A New Kernel Runs Linux Userspace, Made via Human-Directed AI Engineering<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-09 \u00b7 <a href=\"https:\/\/zenodo.org\/records\/23682548\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>18 \u00b7 \u7f8e\u56e2 LongCat-2.5 \u591a\u6a21\u6001\u6a21\u578b\u767b\u9646 Hugging Face<\/h3>\n<p>Reddit \u7684 r\/LocalLLaMA \u7248\u5757\u51fa\u73b0\u4e00\u6761\u6307\u5411 Hugging Face \u7684\u5e16\u5b50\uff0c\u6807\u9898\u4e3a\u201cmeituan-longcat\/LongCat-2.5\u201d\uff0c\u53d1\u5e16\u8005\u79f0\u8fd9\u662f\u7f8e\u56e2 LongCat \u7cfb\u5217\u7684\u4e00\u4e2a 1.6T \u53c2\u6570\u591a\u6a21\u6001\u6a21\u578b\u3002\u5e16\u5b50\u6b63\u6587\u53ea\u6709\u8fd9\u4e00\u53e5\u63cf\u8ff0\uff0c\u6ca1\u6709\u9644\u4e0a\u6a21\u578b\u5361\u3001\u8bb8\u53ef\u8bc1\u3001\u4e0a\u4e0b\u6587\u957f\u5ea6\u3001\u6a21\u6001\u8f93\u5165\u8f93\u51fa\u7ec4\u5408\u6216\u63a8\u7406\u8d44\u6e90\u9700\u6c42\u7b49\u4fe1\u606f\u3002<\/p>\n<p>\u7531\u4e8e\u6458\u8981\u4ec5\u6765\u81ea\u793e\u533a\u6295\u7a3f\u548c\u94fe\u63a5\u6807\u9898\uff0c\u65e0\u6cd5\u786e\u8ba4\u6a21\u578b\u7684\u5177\u4f53\u67b6\u6784\u3001\u8bad\u7ec3\u6570\u636e\u3001\u8bc4\u6d4b\u6210\u7ee9\u3001\u5f00\u653e\u6743\u91cd\u7a0b\u5ea6\uff0c\u4e5f\u65e0\u6cd5\u5224\u65ad\u5b83\u662f\u5426\u53ef\u672c\u5730\u90e8\u7f72\u3001\u662f\u5426\u6709\u91cf\u5316\u7248\u672c\u3002\u5bf9\u5173\u6ce8\u5f00\u6e90\u5927\u6a21\u578b\u4e0e\u56fd\u4ea7\u6a21\u578b\u8fdb\u5c55\u7684\u8bfb\u8005\uff0c\u53ef\u5c06\u5176\u89c6\u4e3a\u4e00\u6761\u5f85\u6838\u5b9e\u7684\u7ebf\u7d22\uff1a\u9700\u8981\u6253\u5f00 Hugging Face \u539f\u9875\u9762\u67e5\u770b\u6a21\u578b\u5361\u4e0e\u6743\u91cd\u6587\u4ef6\uff0c\u518d\u5224\u65ad\u662f\u5426\u7b26\u5408\u672c\u5730\u63a8\u7406\u6216\u4e8c\u6b21\u5f00\u53d1\u9700\u6c42\u3002<\/p>\n<p>\u76ee\u524d\u80fd\u786e\u8ba4\u7684\u53ea\u6709\u201c\u7f8e\u56e2 LongCat \u7cfb\u5217\u51fa\u73b0 2.5 \u7248\u672c\u3001\u88ab\u6807\u6ce8\u4e3a 1.6T \u591a\u6a21\u6001\u201d\u8fd9\u4e00\u793e\u533a\u8bf4\u6cd5\u3002\u53c2\u6570\u89c4\u6a21\u4e0e\u591a\u6a21\u6001\u80fd\u529b\u5747\u672a\u83b7\u72ec\u7acb\u9a8c\u8bc1\uff0c\u4e0d\u5e94\u636e\u6b64\u63a8\u7b97\u663e\u5b58\u5360\u7528\u6216\u4f7f\u7528\u6210\u672c\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u7f8e\u56e2\u5927\u6a21\u578b\u7cfb\u5217\u51fa\u73b0\u8d85\u5927\u53c2\u6570\u591a\u6a21\u6001\u65b0\u7248\u672c\u7684\u793e\u533a\u7ebf\u7d22\uff0c\u503c\u5f97\u56de\u539f\u9875\u9762\u6838\u5b9e\u3002<\/p>\n<ul>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xrsptp\/meituanlongcatlongcat25_hugging_face\/\" target=\"_blank\" rel=\"noopener noreferrer\">meituan-longcat\/LongCat-2.5 \u00b7 Hugging Face<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-09<\/li>\n<\/ul>\n<h3>19 \u00b7 ElevenLabs\u63a8\u51faElevenAgents Campaign Manager\u5916\u547c\u7ba1\u7406\u5de5\u5177<\/h3>\n<p>ElevenLabs \u53d1\u5e03\u9762\u5411\u5916\u547c\u56e2\u961f\u7684 ElevenAgents Campaign Manager\uff0c\u7528\u4e8e\u5728\u7535\u8bdd\u3001WhatsApp \u8bed\u97f3\u4e0e\u6d88\u606f\u7b49\u6e20\u9053\u4e0a\u5f15\u5bfc\u6bcf\u4e2a\u8054\u7cfb\u4eba\u8d70\u5411\u5408\u683c\u7ebf\u7d22\u3001\u9884\u7ea6\u7b49\u76ee\u6807\u3002\u8be5\u5de5\u5177\u63d0\u4f9b\u5206\u6790\u3001\u9632\u62a4\u89c4\u5219\u3001\u91cd\u8bd5\u673a\u5236\u548c\u9000\u8ba2\u63a7\u5236\uff0c\u9002\u5408\u9500\u552e\u5916\u547c\u3001\u9884\u7ea6\u8f6c\u5316\u7b49\u573a\u666f\u3002<\/p>\n<p>\u5176\u6838\u5fc3\u662f\u628a\u591a\u6e20\u9053\u5916\u547c\u7f16\u6392\u3001\u6548\u679c\u8ffd\u8e2a\u4e0e\u5408\u89c4\u63a7\u5236\u653e\u5728\u540c\u4e00\u5957\u6d41\u7a0b\u4e2d\uff0c\u51cf\u5c11\u4eba\u5de5\u9010\u4e2a\u8ddf\u8fdb\u3002\u8d44\u6599\u672a\u8bf4\u660e\u652f\u6301\u5730\u533a\u3001\u8ba1\u8d39\u65b9\u5f0f\u3001\u5e76\u53d1\u4e0a\u9650\u4e0e\u5408\u89c4\u8ba4\u8bc1\u60c5\u51b5\uff0c\u5b9e\u9645\u90e8\u7f72\u524d\u9700\u7ed3\u5408\u5f53\u5730\u901a\u4fe1\u4e0e\u9690\u79c1\u89c4\u5219\u8bc4\u4f30\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>AI\u8bed\u97f3\u6b63\u4ece\u5355\u6b21\u5bf9\u8bdd\u6269\u5c55\u5230\u53ef\u7ba1\u7406\u7684\u6279\u91cf\u5916\u547c\u6d41\u7a0b\uff0c\u503c\u5f97\u5173\u6ce8\u5176\u8f6c\u5316\u4e0e\u5408\u89c4\u63a7\u5236\u8bbe\u8ba1\u3002<\/p>\n<ul>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9922\" target=\"_blank\" rel=\"noopener noreferrer\">ElevenLabs launches ElevenAgents Campaign ManagerElevenLabs launched Campaign Manager for outbound teams, guid\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-09<\/li>\n<\/ul>\n<h3>20 \u00b7 \u201c\u8089\u8eab\u4ee3\u7406AI\u201d\u662f\u5426\u8be5\u88ab\u8ffd\u8d23\u5f15\u8ba8\u8bba<\/h3>\n<p>Hacker News \u4e0a\u4e00\u7bc7\u6587\u7ae0\u4e3b\u5f20\uff1a\u66ffAI\u5145\u5f53\u201c\u8089\u8eab\u4ee3\u7406\u201d\u2014\u2014\u5373\u4eba\u53ea\u8d1f\u8d23\u628aAI\u8f93\u51fa\u8f6c\u4ea4\u6216\u6267\u884c\u3001\u4e0d\u627f\u62c5\u5b9e\u8d28\u5224\u65ad\u2014\u2014\u5e94\u5f53\u6784\u6210\u88ab\u89e3\u96c7\u7684\u7406\u7531\u3002\u8ba8\u8bba\u56f4\u7ed5\u8d23\u4efb\u5f52\u5c5e\u4e0e\u804c\u4e1a\u4f26\u7406\u5c55\u5f00\u3002<\/p>\n<p>\u5bf9\u4f7f\u7528AI\u5de5\u5177\u5b8c\u6210\u5de5\u4f5c\u7684\u804c\u573a\u4eba\u6765\u8bf4\uff0c\u8fd9\u4e00\u89c2\u70b9\u63d0\u9192\uff1a\u628a\u5224\u65ad\u6743\u5b8c\u5168\u4ea4\u7ed9\u6a21\u578b\u3001\u81ea\u5df1\u4ec5\u505a\u8f6c\u53d1\uff0c\u4f1a\u524a\u5f31\u4e2a\u4eba\u4e13\u4e1a\u4ef7\u503c\u5e76\u5e26\u6765\u8d28\u91cf\u4e0e\u5408\u89c4\u98ce\u9669\u3002\u66f4\u7a33\u59a5\u7684\u505a\u6cd5\u662f\u5bf9AI\u4ea7\u51fa\u505a\u6838\u5b9e\u3001\u8865\u5145\u4e0a\u4e0b\u6587\u5e76\u4fdd\u7559\u51b3\u7b56\u8bb0\u5f55\u3002\u8d44\u6599\u4ec5\u4e3a\u89c2\u70b9\u6587\u7ae0\u4e0e\u8ba8\u8bba\u6807\u9898\uff0c\u672a\u63d0\u4f9b\u5177\u4f53\u6848\u4f8b\u6216\u4f01\u4e1a\u653f\u7b56\u4f9d\u636e\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u89e6\u53caAI\u534f\u4f5c\u4e2d\u7684\u8d23\u4efb\u8fb9\u754c\uff0c\u9002\u5408\u601d\u8003\u4e2a\u4eba\u5728AI\u5de5\u4f5c\u6d41\u4e2d\u7684\u5b9a\u4f4d\u3002<\/p>\n<ul>\n<li>Hacker News \u00b7 <a href=\"https:\/\/news.ycombinator.com\/item?id=50422001\" target=\"_blank\" rel=\"noopener noreferrer\">Being a meat proxy for AI should be grounds for getting people fired<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-09 \u00b7 <a href=\"https:\/\/swiftrocks.com\/being-a-meat-proxy-for-ai-should-be-grounds-for-getting-people-fired\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>21 \u00b7 Meta\u5728\u6a21\u578bAPI\u4e0eMuse Code\u4e0a\u7ebf\u5c0f\u578b\u6a21\u578bMuse Ember<\/h3>\n<p>\u636e Telegram \u9891\u9053 @testingcatalog\uff0cMeta \u65b0\u6a21\u578b Muse Ember \u5df2\u53ef\u5728 Meta Model API \u4e0e Muse Code \u4e2d\u4f7f\u7528\u3002\u8d44\u6599\u5c06\u5176\u63cf\u8ff0\u4e3a\u5c0f\u578b\u3001\u4f4e\u6210\u672c\u6a21\u578b\uff0c\u8868\u73b0\u4e0e Claude 5.5 Haiku \u76f8\u5f53\uff0c\u4f46\u672a\u7ed9\u51fa\u5177\u4f53\u57fa\u51c6\u5206\u6570\u3001\u4e0a\u4e0b\u6587\u957f\u5ea6\u3001\u4ef7\u683c\u548c\u901f\u7387\u9650\u5236\u3002<\/p>\n<p>\u8be5\u6a21\u578b\u9002\u5408\u5bf9\u6210\u672c\u654f\u611f\u3001\u9700\u8981\u6279\u91cf\u8c03\u7528\u6216\u5d4c\u5165\u7f16\u7801\u8f85\u52a9\u5de5\u5177\u7684\u5f00\u53d1\u8005\uff0c\u53ef\u5728 Meta \u7684 API \u4e0e\u4ee3\u7801\u4ea7\u54c1\u4e2d\u76f4\u63a5\u8bd5\u7528\u3002\u7531\u4e8e\u8d44\u6599\u4ec5\u6709\u7b80\u77ed\u63cf\u8ff0\uff0c\u5b9e\u9645\u80fd\u529b\u4e0e\u6027\u4ef7\u6bd4\u4ecd\u9700\u4ee5\u5b98\u65b9\u6587\u6863\u548c\u72ec\u7acb\u6d4b\u8bd5\u4e3a\u51c6\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>Meta\u8865\u5145\u5c0f\u578b\u4f4e\u6210\u672c\u6a21\u578b\uff0c\u53ef\u80fd\u5f71\u54cd\u8f7b\u91cf\u8c03\u7528\u4e0e\u7f16\u7801\u52a9\u624b\u573a\u666f\u7684\u6a21\u578b\u9009\u62e9\u3002<\/p>\n<ul>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9924\" target=\"_blank\" rel=\"noopener noreferrer\">META \ud83d\udd25: A new Muse Ember model from Meta is now available on the Meta Model API and Muse Code.Muse Ember is a\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-09<\/li>\n<\/ul>\n<h3>22 \u00b7 STE80 Humanizer\uff1a\u6309\u7b80\u5316\u6280\u672f\u82f1\u8bed\u89c4\u8303\u6539\u5199\u6587\u672c\u4ee5\u964d\u4f4e\u201cAI\u5473\u201d<\/h3>\n<p>Hacker News \u4e0a\u51fa\u73b0\u540d\u4e3a STE80 Humanizer \u7684\u9879\u76ee\uff0c\u4f5c\u8005\u5c06\u5176\u63cf\u8ff0\u4e3a\u628a\u6587\u672c\u201c\u5411 ASD-STE100 \u5199\u8fd1 80%\u201d\uff0c\u4ee5\u6b64\u53bb\u9664 AI \u751f\u6210\u75d5\u8ff9\u3002ASD-STE100 \u662f\u822a\u7a7a\u7b49\u9886\u57df\u4f7f\u7528\u7684\u7b80\u5316\u6280\u672f\u82f1\u8bed\u89c4\u8303\uff0c\u5f3a\u8c03\u53d7\u63a7\u8bcd\u6c47\u3001\u77ed\u53e5\u548c\u5355\u4e00\u542b\u4e49\uff1b\u8be5\u9879\u76ee\u636e\u6b64\u7ea6\u675f\u53e5\u5f0f\u4e0e\u7528\u8bcd\uff0c\u8ba9\u8f93\u51fa\u8bfb\u8d77\u6765\u66f4\u50cf\u53d7\u89c4\u5219\u9650\u5236\u7684\u6280\u672f\u6587\u672c\uff0c\u800c\u975e\u901a\u7528\u5927\u6a21\u578b\u7684\u6d41\u7545\u957f\u53e5\u3002<\/p>\n<p>\u4ece\u5b9a\u4f4d\u770b\uff0c\u5b83\u9762\u5411\u9700\u8981\u8ba9\u6587\u6848\u3001\u8bf4\u660e\u6587\u6863\u6216\u5bf9\u5916\u5185\u5bb9\u663e\u5f97\u66f4\u201c\u4eba\u5199\u201d\u7684\u5199\u4f5c\u8005\uff0c\u4e5f\u53ef\u7528\u4e8e\u6280\u672f\u6587\u6863\u7684\u53ef\u8bfb\u6027\u6539\u5199\u3002\u8d44\u6599\u4ec5\u6765\u81ea Hacker News \u5019\u9009\u9875\u548c\u9879\u76ee\u63cf\u8ff0\uff0c\u672a\u63d0\u4f9b\u5177\u4f53\u6a21\u578b\u3001\u5904\u7406\u6d41\u7a0b\u3001\u8bed\u8a00\u652f\u6301\u6216\u6539\u5199\u6548\u679c\u9a8c\u8bc1\uff0c\u4e5f\u6ca1\u6709\u8bf4\u660e\u662f\u5426\u5f00\u6e90\u53ef\u672c\u5730\u8fd0\u884c\u3002\u5b9e\u64cd\u4e0a\u53ef\u628a\u5b83\u7406\u89e3\u4e3a\u4e00\u79cd\u98ce\u683c\u7ea6\u675f\u601d\u8def\uff1a\u5148\u6309\u7b80\u5316\u82f1\u8bed\u89c4\u5219\u538b\u7f29\u8868\u8fbe\uff0c\u518d\u4eba\u5de5\u6821\u5bf9\u8bed\u4e49\uff0c\u907f\u514d\u4e3a\u53bb AI \u5473\u727a\u7272\u51c6\u786e\u6027\u3002<\/p>\n<p>\u5bf9\u8be5\u5de5\u5177\u7684\u5b9e\u9645\u6548\u679c\u3001\u9002\u7528\u6587\u672c\u7c7b\u578b\u548c\u9650\u5236\uff0c\u73b0\u6709\u8d44\u6599\u4e0d\u8db3\u4ee5\u5224\u65ad\uff0c\u9700\u67e5\u770b\u9879\u76ee\u672c\u8eab\u6216\u5176\u8ba8\u8bba\u5168\u6587\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u63d0\u4f9b\u4e00\u79cd\u4ee5\u53d7\u63a7\u6280\u672f\u82f1\u8bed\u89c4\u8303\u4e3a\u57fa\u7840\u7684\u6587\u672c\u6539\u5199\u601d\u8def\uff0c\u5bf9\u5173\u6ce8 AI \u5199\u4f5c\u53bb\u75d5\u548c\u6587\u6863\u53ef\u8bfb\u6027\u7684\u4eba\u6709\u53c2\u8003\u4ef7\u503c\u3002<\/p>\n<ul>\n<li>Hacker News \u00b7 <a href=\"https:\/\/news.ycombinator.com\/item?id=50429144\" target=\"_blank\" rel=\"noopener noreferrer\">Show HN: STE80 Humanizer \u2013 de-AI text by writing 80% of the way to ASD-STE100<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-09 \u00b7 <a href=\"https:\/\/github.com\/Dodaios\/ste80-humanizer\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>23 \u00b7 \u8c37\u6b4c\u63a8\u51faGoogle AI Maps Studio\uff0c\u53ef\u7528\u63d0\u793a\u8bcd\u6784\u5efa\u5730\u56feAI\u5e94\u7528<\/h3>\n<p>\u8c37\u6b4c\u63a8\u51fa Google AI Maps Studio\uff0c\u7528\u6237\u53ef\u901a\u8fc7\u7b80\u5355\u63d0\u793a\u8bcd\u6784\u5efa\u7531 Google Maps \u591a\u9879\u529f\u80fd\u9a71\u52a8\u7684 AI \u5e94\u7528\uff0c\u6d89\u53ca 3D \u5efa\u7b51\u3001\u8857\u666f\u3001\u5929\u6c14\u7b49\u5730\u56fe\u6570\u636e\u4e0e\u80fd\u529b\u3002\u8be5\u5de5\u5177\u9762\u5411\u5e0c\u671b\u5feb\u901f\u642d\u5efa\u4f4d\u7f6e\u7c7b\u5e94\u7528\u7684\u5f00\u53d1\u8005\uff0c\u53ef\u51cf\u5c11\u4f20\u7edf\u5730\u56fe\u63a5\u53e3\u7684\u96c6\u6210\u5de5\u4f5c\u91cf\u3002<\/p>\n<p>\u8d44\u6599\u672a\u8bf4\u660e\u652f\u6301\u7684\u63d0\u793a\u8bcd\u8303\u56f4\u3001\u53ef\u8c03\u7528\u7684\u5177\u4f53 API\u3001\u914d\u989d\u3001\u5b9a\u4ef7\u4e0e\u5730\u533a\u9650\u5236\uff0c\u4e5f\u672a\u62ab\u9732\u662f\u5426\u5df2\u5f00\u653e\u516c\u6d4b\u3002\u5bf9\u505a\u672c\u5730\u751f\u6d3b\u3001\u51fa\u884c\u6216\u5730\u7406\u53ef\u89c6\u5316\u4ea7\u54c1\u7684\u56e2\u961f\uff0c\u503c\u5f97\u5173\u6ce8\u5176\u540e\u7eed\u5f00\u653e\u6761\u4ef6\u4e0e\u5b9e\u9645\u53ef\u7528\u80fd\u529b\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u628a\u5730\u56fe\u80fd\u529b\u63a5\u5165\u63d0\u793a\u8bcd\u5f0f\u5e94\u7528\u6784\u5efa\uff0c\u53ef\u80fd\u964d\u4f4e\u4f4d\u7f6e\u7c7bAI\u5e94\u7528\u7684\u5f00\u53d1\u95e8\u69db\u3002<\/p>\n<ul>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9923\" target=\"_blank\" rel=\"noopener noreferrer\">GOOGLE \ud83d\udd25: Users can now build AI apps powered by a wide range of Google Maps features, including 3D buildings,\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-09<\/li>\n<\/ul>\n<h3>24 \u00b7 Grok Bot\u5468\u989d\u5ea6\u5bf9\u6240\u6709\u7528\u6237\u91cd\u7f6e\uff0c\u5e73\u53f0\u79f0\u914d\u989d\u6d88\u8017\u5c06\u5927\u5e45\u6539\u5584<\/h3>\n<p>Telegram \u9891\u9053 @testingcatalog \u79f0\uff0cGrok Bot \u7684\u5468\u989d\u5ea6\u5df2\u5bf9\u6240\u6709\u7528\u6237\u91cd\u7f6e\uff0c\u540c\u65f6\u6574\u4f53\u914d\u989d\u6d88\u8017\u9884\u8ba1\u5c06\u5927\u5e45\u6539\u5584\u3002\u8d44\u6599\u672a\u8bf4\u660e\u989d\u5ea6\u5177\u4f53\u6570\u503c\u3001\u6539\u5584\u7684\u5b9e\u73b0\u65b9\u5f0f\u3001\u662f\u5426\u5f71\u54cd\u4ed8\u8d39\u6863\u4f4d\uff0c\u4e5f\u672a\u63d0\u4f9b\u5b98\u65b9\u516c\u544a\u94fe\u63a5\u3002<\/p>\n<p>\u5bf9\u4f9d\u8d56 Grok Bot \u6267\u884c\u65e5\u5e38\u4efb\u52a1\u7684\u7528\u6237\u800c\u8a00\uff0c\u91cd\u7f6e\u53ef\u7f13\u89e3\u5468\u671f\u672b\u7684\u989d\u5ea6\u9650\u5236\uff1b\u4f46\u201c\u6d88\u8017\u6539\u5584\u201d\u76ee\u524d\u53ea\u662f\u9884\u544a\uff0c\u5b9e\u9645\u6548\u679c\u9700\u5728\u540e\u7eed\u4f7f\u7528\u4e2d\u89c2\u5bdf\uff0c\u4e0d\u5b9c\u636e\u6b64\u63a8\u65ad\u957f\u671f\u514d\u8d39\u989d\u5ea6\u6216\u5b9a\u4ef7\u53d8\u5316\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u989d\u5ea6\u91cd\u7f6e\u4e0e\u914d\u989d\u4f18\u5316\u76f4\u63a5\u5f71\u54cdGrok Bot\u7684\u65e5\u5e38\u53ef\u7528\u6027\uff0c\u9002\u5408\u9ad8\u9891\u4f7f\u7528\u8005\u5173\u6ce8\u3002<\/p>\n<ul>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9928\" target=\"_blank\" rel=\"noopener noreferrer\">SPACEXSI \ud83d\udd25: Grok Bot weekly limits have been reset for all users! Besides that, overall quota consumption supp\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-09<\/li>\n<\/ul>\n<h2>\u6700\u65b0\u6d88\u606f<\/h2>\n<h3>25 \u00b7 Claude Fable 5.2 \u4e0a\u624b\u8bc4\u6d4b\uff1a\u5feb\u3001\u6709\u521b\u610f\uff0c\u4f46\u7f51\u7ad9\u8bbe\u8ba1\u4ecd\u4e0d\u884c<\/h3>\n<p>Anthropic \u53d1\u5e03\u65b0\u524d\u6cbf\u6a21\u578b Claude Fable 5.2\uff0c\u540c\u671f\u8fd8\u6709 Mythos 5.2\u3002\u8bc4\u6d4b\u8005\u7528\u4e24\u5929\u5b9e\u9645\u6784\u5efa\u9879\u76ee\u540e\u7ed9\u51fa\u4f53\u9a8c\uff1a\u5355\u6761\u63a8\u6587\u751f\u6210\u52a8\u753b\u8425\u9500\u89c6\u9891\u3001\u53ea\u51ed\u6a21\u7cca\u7684\u5730\u677f\u7167\u7247\u7ec4\u88c5\u672a\u62c6\u5c01\u5bb6\u5177\u3001\u628a\u54c1\u724c\u89d2\u8272\u6269\u5c55\u6210\u5e26\u9884\u544a\u7247\u7684\u5b8c\u6574\u5c0f\u6e38\u620f\uff0c\u5e76\u5b9e\u9645\u91cd\u6784 ChatPRD \u7684\u4ea7\u54c1\u667a\u80fd\u7ba1\u7ebf\u3002<\/p>\n<p>\u8bc4\u6d4b\u8ba4\u4e3a Fable 5.2 \u7684\u4f18\u52bf\u5728\u4e8e\u901f\u5ea6\u3001\u521b\u610f\u548c\u6309\u4ea7\u54c1\u65b9\u5411\u6267\u884c\u4efb\u52a1\uff0c\u5c24\u5176\u5728\u65e0\u8bf4\u660e\u4e66\u7684\u5e73\u677f\u5bb6\u5177\u7ec4\u88c5\u8fd9\u7c7b\u51e0\u4f55\u63a8\u7406\u6d4b\u8bd5\u4e2d\u8868\u73b0\u4f18\u4e8e\u5176\u4ed6\u6a21\u578b\uff1b\u5f31\u70b9\u5219\u96c6\u4e2d\u5728\u7f51\u9875\u8bbe\u8ba1\uff0c\u8bc4\u6d4b\u8005\u4ecd\u4e0d\u613f\u8ba9\u5b83\u72ec\u7acb\u8bbe\u8ba1\u7f51\u7ad9\u3002\u8282\u76ee\u8fd8\u6bd4\u8f83\u4e86 Fable 5.2 \u4e0e Opus 5.5 \u7684\u9002\u7528\u5206\u5de5\uff0c\u63d0\u5230\u62a4\u680f\u4e0e\u53cd\u84b8\u998f\u63aa\u65bd\u3001\u5feb\u901f\u6a21\u5f0f\u4ee5\u53ca Fable \u91cd\u7f6e\u7b49\u53ef\u7528\u6027\u4fe1\u606f\uff0c\u5e76\u7ed9\u51fa\u201c\u4f55\u65f6\u8be5\u9009 Fable\u201d\u7684\u5224\u65ad\u3002<\/p>\n<p>\u5bf9\u5f00\u53d1\u8005\u548c\u5185\u5bb9\u521b\u4f5c\u8005\u800c\u8a00\uff0c\u8fd9\u671f\u5185\u5bb9\u63d0\u4f9b\u4e86\u4e00\u5957\u57fa\u4e8e\u771f\u5b9e\u9879\u76ee\u7684\u9009\u578b\u53c2\u8003\uff1a\u9700\u8981\u5feb\u901f\u751f\u6210\u539f\u578b\u3001\u52a8\u753b\u6216\u5de5\u7a0b\u91cd\u6784\u65f6\u53ef\u4f18\u5148\u8bd5\u7528 Fable\uff0c\u6d89\u53ca\u54c1\u724c\u89c6\u89c9\u4e0e\u7f51\u9875\u8bbe\u8ba1\u65f6\u4ecd\u9700\u4eba\u5de5\u628a\u5173\u3002\u5177\u4f53\u7248\u672c\u5dee\u5f02\u4e0e\u8bbf\u95ee\u65b9\u5f0f\u4ee5\u5b98\u65b9\u53d1\u5e03\u4e3a\u51c6\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u7528\u591a\u4e2a\u771f\u5b9e\u6784\u5efa\u4efb\u52a1\u5bf9\u6bd4\u65b0\u6a21\u578b\u4e0e Opus 5.5 \u7684\u80fd\u529b\u8fb9\u754c\uff0c\u5e2e\u52a9\u5224\u65ad\u4f55\u65f6\u5207\u6362\u6a21\u578b\u3002<\/p>\n<ul>\n<li>RSS \/ \u6d77\u5916\u79d1\u6280 \u00b7 <a href=\"https:\/\/www.lennysnewsletter.com\/p\/claude-fable-52-review-fast-creative\" target=\"_blank\" rel=\"noopener noreferrer\">Claude Fable 5.2 review: fast, creative, and finally not annoying<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-09<\/li>\n<\/ul>\n<h3>26 \u00b7 CoreWeave \u503a\u5238\u6536\u76ca\u7387\u7a81\u783416%\uff0cAI \u4fe1\u8d37\u538b\u529b\u53d7\u5173\u6ce8<\/h3>\n<p>Hacker News \u4e0a\u4e00\u6761\u6295\u7a3f\u6307\u5411 CNBC \u62a5\u9053\uff1aCoreWeave \u503a\u5238\u6536\u76ca\u7387\u5347\u81f3 16% \u4ee5\u4e0a\uff0c\u88ab\u7528\u6765\u63cf\u8ff0 AI \u76f8\u5173\u4fe1\u8d37\u538b\u529b\u4e0a\u5347\u3002\u8be5\u6295\u7a3f\u5f53\u524d\u4ec5\u6709 1 \u5206\u30010 \u6761\u8bc4\u8bba\uff0c\u672a\u63d0\u4f9b\u66f4\u591a\u4ea4\u6613\u7ec6\u8282\u6216\u5168\u6587\u5185\u5bb9\u3002<\/p>\n<p>\u73b0\u6709\u8d44\u6599\u53ea\u652f\u6301\u201c\u503a\u5238\u6536\u76ca\u7387\u7a81\u7834 16%\u201d\u8fd9\u4e00\u6838\u5fc3\u4e8b\u5b9e\uff0c\u65e0\u6cd5\u786e\u8ba4\u5177\u4f53\u503a\u5238\u671f\u9650\u3001\u53d1\u884c\u6761\u6b3e\u3001\u516c\u53f8\u56de\u5e94\u6216\u5e02\u573a\u89e3\u8bfb\u3002\u5bf9\u8be5\u8bdd\u9898\u611f\u5174\u8da3\u8005\u5e94\u67e5\u9605\u539f\u59cb\u8d22\u7ecf\u62a5\u9053\uff0c\u5173\u6ce8\u6536\u76ca\u7387\u4e0a\u5347\u5bf9\u5e94\u7684\u878d\u8d44\u6210\u672c\u4e0e\u4fe1\u7528\u98ce\u9669\u4fe1\u53f7\uff0c\u800c\u4e0d\u5b9c\u4ec5\u51ed\u6295\u7a3f\u6807\u9898\u63a8\u65ad\u516c\u53f8\u7ecf\u8425\u72b6\u51b5\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>AI \u57fa\u7840\u8bbe\u65bd\u516c\u53f8\u878d\u8d44\u6210\u672c\u7684\u91cd\u8981\u5e02\u573a\u4fe1\u53f7\uff0c\u4f46\u73b0\u6709\u6750\u6599\u4ec5\u6709\u6807\u9898\u7ea7\u4fe1\u606f\uff0c\u9700\u56de\u5230\u539f\u59cb\u62a5\u9053\u6838\u5b9e\u3002<\/p>\n<ul>\n<li>Hacker News \u00b7 <a href=\"https:\/\/news.ycombinator.com\/item?id=50435660\" target=\"_blank\" rel=\"noopener noreferrer\">CoreWeave bond yield tops 16% as AI credit stress rises<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-10 \u00b7 <a href=\"https:\/\/www.cnbc.com\/2026\/11\/06\/coreweave-bond-yield-tops-16percent-as-ai-credit-stress-rises.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>27 \u00b7 \u7528\u201c\u7b54\u6848\u5927\u4e66\u201d\u66ff\u4ee3 AI \u4e58\u6cd5\u7684\u5b9e\u9a8c\uff1a\u80fd\u7b97\u5bf9\uff0c\u4f46\u4ecd\u7136\u66f4\u6162<\/h3>\n<p>Reddit r\/LocalLLaMA \u7528\u6237\u5206\u4eab\u540d\u4e3a Product Atlas \u7684\u5b9e\u9a8c\uff1a\u628a AI \u63a8\u7406\u4e2d\u53cd\u590d\u51fa\u73b0\u7684\u4e58\u6cd5\u7ed3\u679c\u9884\u5148\u5b58\u6210\u4e00\u672c\u201c\u7b54\u6848\u5927\u4e66\u201d\uff0c\u8fd0\u884c\u65f6\u7528\u64cd\u4f5c\u6570\u67e5\u8868\u53d6\u7ed3\u679c\uff0c\u800c\u4e0d\u662f\u8ba9\u5904\u7406\u5668\u73b0\u573a\u76f8\u4e58\uff0c\u601d\u8def\u7c7b\u4f3c\u80cc\u4e58\u6cd5\u8868\u3002<\/p>\n<p>\u4f5c\u8005\u79f0\u7a0b\u5e8f\u786e\u5b9e\u907f\u5f00\u4e86\u5927\u91cf\u4e58\u6cd5\u5e76\u5f97\u5230\u6b63\u786e\u7ed3\u679c\uff0c\u4f46\u74f6\u9888\u5728\u67e5\u8868\u672c\u8eab\uff1a\u8ba1\u7b97\u673a\u76f4\u63a5\u76f8\u4e58\u53cd\u800c\u6bd4\u7a0b\u5e8f\u5b9a\u4f4d\u5e76\u8bfb\u53d6\u7b54\u6848\u66f4\u5feb\u3002\u540e\u7eed\u5c1d\u8bd5\u4e86\u628a\u76f8\u90bb\u7b54\u6848\u5206\u7ec4\u3001\u7528\u66f4\u5c0f\u6807\u8bc6\u7b26\u3001\u4e00\u6b21\u53d6\u591a\u4e2a\u7b54\u6848\u7b49\u4f18\u5316\uff0c\u56db\u7ec4\u4e00\u8d77\u53d6\u5728\u90e8\u5206\u6d4b\u8bd5\u4e2d\u6548\u679c\u8f83\u597d\uff1b\u6700\u540e\u8fd8\u5c1d\u8bd5\u7f13\u5b58\u4e58\u6cd5\u4e0e\u52a0\u6cd5\u7ed3\u679c\u3001\u4ee5\u4e58\u6cd5\u8f93\u5165\u4f5c\u4e3a\u5730\u5740\uff0c\u4ecd\u6ca1\u6709\u5e26\u6765\u6709\u610f\u4e49\u7684\u901f\u5ea6\u6539\u5584\u3002\u9879\u76ee\u5df2\u505c\u6b62\uff0c\u4f5c\u8005\u516c\u5f00\u4e86\u6e05\u7406\u540e\u7684 C++ \u590d\u73b0\u4ee3\u7801\uff0c\u4f9b\u4ed6\u4eba\u7ee7\u7eed\u7814\u7a76\u3002<\/p>\n<p>\u8be5\u5e16\u9002\u5408\u5173\u6ce8 LLM \u63a8\u7406\u5e95\u5c42\u4f18\u5316\u7684\u4eba\u53c2\u8003\uff0c\u4e5f\u63d0\u9192\u67e5\u8868\u65b9\u6848\u9700\u8981\u9762\u5bf9\u5185\u5b58\u8bbf\u95ee\u5f00\u9500\uff0c\u4e0d\u80fd\u4ec5\u51ed\u201c\u51cf\u5c11\u8fd0\u7b97\u201d\u63a8\u65ad\u4f1a\u66f4\u5feb\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u4e00\u4e2a\u5931\u8d25\u4f46\u53ef\u590d\u73b0\u7684\u63a8\u7406\u4f18\u5316\u5b9e\u9a8c\uff0c\u8bf4\u660e\u67e5\u8868\u66ff\u4ee3\u4e58\u6cd5\u7684\u5b9e\u9645\u74f6\u9888\u5728\u5185\u5b58\u8bbf\u95ee\u3002<\/p>\n<ul>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xsbdtj\/i_tried_replacing_ai_multiplication_with_a_giant\/\" target=\"_blank\" rel=\"noopener noreferrer\">I tried replacing AI multiplication with a giant book of answers<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-10<\/li>\n<\/ul>\n<h3>28 \u00b7 Anthropic \u636e\u79f0\u53d1\u5e03 Claude Fable 5.2 \u4e0e Mythos 5.2\uff0c\u5e76\u8bbe\u8ba2\u9605\u989d\u5ea6\u8fc7\u6e21\u671f<\/h3>\n<p>Telegram \u9891\u9053 @testingcatalog \u79f0\uff0cAnthropic \u63a8\u51fa Claude Fable 5.2 \u4e0e Mythos 5.2\uff0c\u9762\u5411\u9ad8\u8981\u6c42\u6280\u672f\u5de5\u4f5c\uff0c\u4e3b\u6253\u66f4\u5feb\u7684\u8f93\u51fa\u3001\u66f4\u4f4e\u7684\u4ef7\u683c\u3001\u8f83\u5f3a\u7684\u7f16\u7a0b\u4e0e\u79d1\u5b66\u4efb\u52a1\u8868\u73b0\uff1bFable \u8986\u76d6\u8303\u56f4\u8f83\u5e7f\uff0cMythos \u5219\u4ec5\u5bf9\u7279\u5b9a\u7fa4\u4f53\u5f00\u653e\u7ecf\u9a8c\u8bc1\u8bbf\u95ee\u3002\u8be5\u6d88\u606f\u6765\u81ea\u9891\u9053\u6458\u8981\uff0c\u672a\u7ed9\u51fa\u5177\u4f53\u57fa\u51c6\u3001\u4ef7\u683c\u6570\u5b57\u6216\u5b98\u65b9\u94fe\u63a5\u3002<\/p>\n<p>\u53e6\u4e00\u6761\u540c\u9891\u9053\u6d88\u606f\u8865\u5145\u4e86\u8ba2\u9605\u5b89\u6392\uff1a\u622a\u81f3 11 \u6708 16 \u65e5\uff0cFable 5.2 \u6700\u591a\u53ef\u5360\u7528 Claude \u8ba2\u9605\u989d\u5ea6\u7684 50%\uff1b\u6b64\u540e\u9700\u901a\u8fc7 usage credits \u4f7f\u7528\u3002\u8be5\u9891\u9053\u79f0 Ultra \u8ba2\u9605\u8005\u5728 11 \u6708 16 \u65e5\u540e\u4ecd\u53ef\u8bbf\u95ee Fable 5.2\uff0c\u8fd9\u4e00\u8bf4\u660e\u4e3b\u8981\u5f71\u54cd Pro \u8ba2\u9605\u8005\u3002<\/p>\n<p>\u5bf9\u4f7f\u7528 Claude \u505a\u7f16\u7a0b\u3001\u79d1\u7814\u8f85\u52a9\u6216\u6280\u672f\u5199\u4f5c\u7684\u8ba2\u9605\u7528\u6237\uff0c\u9700\u8981\u5173\u6ce8 11 \u6708 16 \u65e5\u524d\u540e\u989d\u5ea6\u89c4\u5219\u53d8\u5316\uff0c\u907f\u514d\u628a\u8fc7\u6e21\u671f\u7684\u53ef\u7528\u91cf\u5f53\u4f5c\u957f\u671f\u914d\u989d\u3002\u4e0a\u8ff0\u7ec6\u8282\u5747\u6765\u81ea\u9891\u9053\u8f6c\u8ff0\uff0c\u5b9e\u9645\u53ef\u7528\u8303\u56f4\u4e0e\u8ba1\u8d39\u65b9\u5f0f\u5e94\u4ee5 Anthropic \u5b98\u65b9\u9875\u9762\u4e3a\u51c6\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u6d89\u53ca Claude \u65b0\u6a21\u578b\u53d1\u5e03\u53ca\u8ba2\u9605\u989d\u5ea6\u5207\u6362\u65f6\u95f4\u70b9\uff0c\u76f4\u63a5\u5f71\u54cd\u73b0\u6709\u4ed8\u8d39\u7528\u6237\u7684\u6210\u672c\u4e0e\u53ef\u7528\u91cf\u9884\u671f\u3002<\/p>\n<ul>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9935\" target=\"_blank\" rel=\"noopener noreferrer\">Anthropic launches Claude Fable 5.2 and Mythos 5.2Anthropic launched Claude Fable 5.2 and Mythos 5.2 for deman\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-09<\/li>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9937\" target=\"_blank\" rel=\"noopener noreferrer\">ICYMI \ud83d\udd25: Claude Fable 5.2 is included for up to 50% of Claude subscription until November 16. Testing allowanc\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-09<\/li>\n<\/ul>\n<h3>29 \u00b7 \u683c\u8bd1 Geyi \u63a8\u51fa Zotero \u63d2\u4ef6\uff1a\u53f3\u952e\u7ffb\u8bd1\u6761\u76ee PDF\uff0c\u4fdd\u7559\u7248\u5f0f\u6216 AI \u91cd\u6392<\/h3>\n<p>GitHub \u4e0a\u51fa\u73b0\u540d\u4e3a\u201c\u683c\u8bd1 Geyi\u201d\u7684 Zotero \u63d2\u4ef6\uff0c\u4ed3\u5e93\u7531 Nayuta-9 \u7ef4\u62a4\u3002\u5176\u6838\u5fc3\u529f\u80fd\u662f\u5728 Zotero \u4e2d\u5bf9\u6587\u732e\u6761\u76ee\u53f3\u952e\uff0c\u76f4\u63a5\u7ffb\u8bd1\u8be5\u6761\u76ee\u6240\u9644\u7684 PDF\uff0c\u5e76\u628a\u8bd1\u6587\u4f5c\u4e3a\u5b50\u9644\u4ef6\u6302\u56de\u539f\u6761\u76ee\uff0c\u65b9\u4fbf\u5728\u540c\u4e00\u6587\u732e\u7ba1\u7406\u6d41\u7a0b\u91cc\u5bf9\u7167\u539f\u6587\u4e0e\u8bd1\u6587\u3002<\/p>\n<p>\u63d2\u4ef6\u63d0\u4f9b\u4e24\u79cd\u8f93\u51fa\u65b9\u5f0f\uff1a\u4fdd\u7559\u539f\u7248\u5f0f\u7684\u8bd1\u6587\uff0c\u6216\u7528 AI \u91cd\u6392\u540e\u7684\u7248\u672c\uff0c\u5e76\u53ef\u8f93\u51fa\u53cc\u8bed\u5bf9\u7167\u3002\u9002\u7528\u4eba\u7fa4\u662f\u9700\u8981\u5927\u91cf\u9605\u8bfb\u5916\u6587 PDF \u7684\u5b66\u751f\u3001\u7814\u7a76\u4eba\u5458\u548c\u9700\u8981\u6574\u7406\u8d44\u6599\u7684\u5185\u5bb9\u5de5\u4f5c\u8005\uff0c\u5178\u578b\u573a\u666f\u662f\u6279\u91cf\u5904\u7406\u82f1\u6587\u8bba\u6587\u3001\u62a5\u544a\u3002\u4ed3\u5e93\u8d44\u6599\u672a\u62ab\u9732\u652f\u6301\u7684 AI \u670d\u52a1\u3001\u8bed\u79cd\u8303\u56f4\u3001\u8d39\u7528\u4e0e\u5b89\u88c5\u6b65\u9aa4\uff0c\u5b9e\u9645\u6548\u679c\u4e0e\u9650\u5236\u9700\u4ee5\u9879\u76ee\u8bf4\u660e\u4e3a\u51c6\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u628a PDF \u7ffb\u8bd1\u5d4c\u8fdb Zotero \u7684\u6587\u732e\u7ba1\u7406\u6d41\u7a0b\uff0c\u5bf9\u9700\u8981\u8bfb\u5916\u6587\u8bba\u6587\u7684\u7814\u7a76\u8005\u8f83\u5b9e\u7528\u3002<\/p>\n<ul>\n<li>GitHub \u00b7 <a href=\"https:\/\/github.com\/Nayuta-9\/zotero-geyi-translator\" target=\"_blank\" rel=\"noopener noreferrer\">Nayuta-9\/zotero-geyi-translator<\/a> \u00b7 GitHub \u5b98\u65b9\u4ed3\u5e93\u641c\u7d22 \/ Star \u7edf\u8ba1 \u00b7 2026-11-10<\/li>\n<\/ul>\n<h3>30 \u00b7 \u6fb3\u6d32\u822a\u7a7a\u62df\u5916\u5305850\u4e2a\u672c\u5730\u5c97\u4f4d\uff0c\u591a\u6570\u8f6c\u5411\u5370\u5ea6<\/h3>\n<p>\u636e BBC \u62a5\u9053\uff0c\u6fb3\u5927\u5229\u4e9a\u822a\u7a7a Qantas \u8ba1\u5212\u5c06 850 \u4e2a\u672c\u5730\u5c97\u4f4d\u5916\u5305\uff0c\u5176\u4e2d\u591a\u6570\u5c97\u4f4d\u5c06\u8f6c\u79fb\u81f3\u5370\u5ea6\u3002\u516c\u53f8\u79f0\u6b64\u4e3e\u65e8\u5728\u63a8\u52a8 IT \u7cfb\u7edf\u73b0\u4ee3\u5316\uff0c\u5e76\u63d0\u5230\u4eba\u5de5\u667a\u80fd\u5e26\u6765\u7684\u5f71\u54cd\u3002<\/p>\n<p>\u62a5\u9053\u7ed9\u51fa\u7684\u5173\u952e\u4fe1\u606f\u662f\u53d7\u5f71\u54cd\u5c97\u4f4d\u6570\u91cf\u3001\u5916\u5305\u76ee\u7684\u5730\u4ee5\u53ca\u5b98\u65b9\u7ed9\u51fa\u7684\u4e24\u9879\u7406\u7531\uff1aIT \u7cfb\u7edf\u5347\u7ea7\u4e0e AI \u5f71\u54cd\uff1b\u6458\u8981\u672a\u8bf4\u660e\u5177\u4f53\u65f6\u95f4\u8868\u3001\u6d89\u53ca\u54ea\u4e9b IT \u804c\u80fd\u3001\u88c1\u5458\u4e0e\u8f6c\u5c97\u5b89\u6392\uff0c\u4e5f\u672a\u7ed9\u51fa\u6210\u672c\u8282\u7701\u6570\u5b57\u3002\u8be5\u4e8b\u4ef6\u5c5e\u4e8e\u4f01\u4e1a\u7528\u5de5\u4e0e IT \u7ec4\u7ec7\u8c03\u6574\u65b0\u95fb\uff0c\u5173\u6ce8\u822a\u7a7a\u4e1a\u3001IT \u5916\u5305\u548c AI \u5bf9\u5c97\u4f4d\u7ed3\u6784\u5f71\u54cd\u7684\u4eba\u7fa4\u53ef\u7559\u610f\u540e\u7eed\u62ab\u9732\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u5927\u578b\u822a\u53f8\u4ee5 IT \u73b0\u4ee3\u5316\u548c AI \u4e3a\u7531\u5916\u5305\u6570\u767e\u5c97\u4f4d\uff0c\u662f\u89c2\u5bdf AI \u4e0e\u79bb\u5cb8\u5916\u5305\u5171\u540c\u5f71\u54cd\u5c31\u4e1a\u7684\u6848\u4f8b\u3002<\/p>\n<ul>\n<li>\u6d77\u5916\u8d22\u7ecf\u65b0\u95fb \u00b7 <a href=\"https:\/\/www.bbc.co.uk\/news\/articles\/cry838v4qzvyo?at_campaign=rss&amp;at_medium=RSS\" target=\"_blank\" rel=\"noopener noreferrer\">Qantas to outsource 850 local jobs with most roles moving to India<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-10<\/li>\n<\/ul>\n<h3>31 \u00b7 \u4f5c\u8005\u8bc4\u6d4b Claude Fable 5.2\uff1a\u63a5\u8fd1\u201c\u53c2\u5dee AGI\u201d\uff0c\u4f46\u4ecd\u6709\u660e\u663e\u77ed\u677f<\/h3>\n<p>One Useful Thing \u4f5c\u8005\u79f0\u5728\u516c\u5f00\u53d1\u5e03\u524d\u8f83\u957f\u65f6\u95f4\u8bd5\u7528\u4e86 Claude Fable 5.2\uff0c\u5e76\u4ee5\u201c\u50cf\u5927\u591a\u6570\u4eba\u7c7b\u4e13\u5bb6\u4e00\u6837\u64c5\u957f\u5927\u591a\u6570\u53ef\u7528\u7535\u8111\u5b8c\u6210\u7684\u77e5\u8bc6\u4efb\u52a1\u201d\u4f5c\u4e3a AGI \u5b9a\u4e49\u3002\u4ed6\u7684\u5224\u65ad\u662f\u201c\u51e0\u4e4e\u201d\u8fbe\u5230\uff0c\u5373\u6240\u8c13\u201c\u53c2\u5dee AGI\u201d\uff1a\u4e0d\u518d\u662f\u7b80\u5355\u7684\u9519\u8bef\u6216\u5e7b\u89c9\uff0c\u800c\u662f\u5728\u90e8\u5206\u4efb\u52a1\u4e0a\u4ecd\u660e\u663e\u843d\u540e\u4e8e\u4eba\u7c7b\u3002<\/p>\n<p>\u6587\u4e2d\u5c55\u793a\u7684\u6d4b\u8bd5\u5305\u62ec\uff1a\u4ec5\u51ed\u4e00\u53e5\u63d0\u793a\uff0c\u628a\u4e00\u53ea Codex Micro USB \u952e\u76d8\u6539\u9020\u6210\u6e38\u620f\u673a\uff0c\u6a21\u578b\u81ea\u884c\u8bfb\u53d6\u63a7\u5236\u5e94\u7528\u4ee3\u7801\uff0c\u8bc6\u522b\u6309\u952e\u53d8\u8272\u3001\u65cb\u94ae\u548c\u6447\u6746\u8bfb\u53d6\u65b9\u5f0f\uff0c\u5e76\u5199\u51fa\u516d\u6b3e\u5c0f\u6e38\u620f\uff1b\u53e6\u4e00\u6b21\u8981\u6c42\u5b83\u201c\u521b\u529e\u4e00\u95e8\u751f\u610f\uff0c\u4e00\u5e74\u8d5a\u81f3\u5c11 2 \u4e07\u7f8e\u5143\u3001\u6bcf\u6708\u6295\u5165\u4e0d\u8d85\u8fc7 20 \u5206\u949f\u201d\uff0c\u6a21\u578b\u7b5b\u9009 22 \u4e2a\u70b9\u5b50\u540e\u63d0\u51fa\u9762\u5411\u8bbe\u5907\u9500\u552e\u4ee3\u8868\u7684\u516c\u5171\u9879\u76ee\u60c5\u62a5\u670d\u52a1\uff0c\u8bfb\u53d6\u653f\u5e9c\u516c\u5f00\u8bae\u7a0b\u3001\u6574\u7406\u57ce\u5e02\u8bbe\u5907\u5e74\u9650\u4e0e\u91c7\u8d2d\u4ef7\uff0c\u5e76\u7ed9\u51fa\u8425\u9500\u8ba1\u5212\u548c\u5b9a\u4ef7\uff0c\u8fd8\u51c6\u5907\u5b89\u6392\u5b9a\u65f6\u4efb\u52a1\u548c\u53d1\u9001\u516c\u5171\u8bb0\u5f55\u8bf7\u6c42\u3002\u4f5c\u8005\u4ee5 MBA \u8bfe\u7a0b\u6807\u51c6\u8bc4\u4ef7\u8be5\u5546\u4e1a\u8ba1\u5212\uff0c\u8ba4\u4e3a\u53ef\u884c\u4f46\u6210\u529f\u5e76\u65e0\u4fdd\u8bc1\uff0c\u6a21\u578b\u81ea\u4f30\u6210\u529f\u7387 20% \u81f3 40%\uff1b\u5b9e\u9a8c\u5728\u771f\u6b63\u8fd0\u8425\u524d\u88ab\u53eb\u505c\uff0c\u539f\u56e0\u5305\u62ec\u5bf9\u6267\u884c\u8d28\u91cf\u4e0e\u6301\u7eed\u8fd0\u8425\u80fd\u529b\u7684\u62c5\u5fe7\u3002\u6587\u7ae0\u8fd8\u63d0\u5230\u8be5\u6a21\u578b\u80fd\u4e00\u6b21\u6027\u751f\u6210\u6709\u521b\u610f\u548c\u53cd\u8f6c\u7684\u89c6\u9891\u5f0f\u4f5c\u54c1\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u4ee5\u5177\u4f53\u4efb\u52a1\u68c0\u9a8c\u201c\u53c2\u5dee AGI\u201d\u8bf4\u6cd5\uff0c\u540c\u65f6\u66b4\u9732\u6a21\u578b\u5728\u771f\u5b9e\u5546\u4e1a\u6267\u884c\u4e0a\u7684\u8fb9\u754c\u3002<\/p>\n<ul>\n<li>RSS \/ \u6d77\u5916\u79d1\u6280 \u00b7 <a href=\"https:\/\/www.oneusefulthing.org\/p\/fable-52-and-jagged-agi\" target=\"_blank\" rel=\"noopener noreferrer\">Fable 5.2 and Jagged AGI<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-09<\/li>\n<\/ul>\n<h3>32 \u00b7 \u5fae\u8f6f\u4e13\u5229\uff1a\u628a\u95f2\u7f6e\u6e38\u620fGPU\u53d8\u6210\u4ed8\u8d39AI\u8bad\u7ec3\u7b97\u529b<\/h3>\n<p>Hacker News \u4e0a\u51fa\u73b0\u4e00\u5219\u6307\u5411 VideoCardz \u7684\u6295\u7a3f\uff0c\u6807\u9898\u79f0\u5fae\u8f6f\u6709\u4e00\u9879\u4e13\u5229\uff0c\u8bbe\u60f3\u628a\u73a9\u5bb6\u95f2\u7f6e\u7684\u6e38\u620f GPU \u8f6c\u5316\u4e3a\u53ef\u4ed8\u8d39\u7684 AI \u8bad\u7ec3\u786c\u4ef6\u3002\u6295\u7a3f\u6458\u8981\u53ea\u7ed9\u51fa\u8fd9\u4e00\u65b9\u5411\uff0c\u6ca1\u6709\u5c55\u5f00\u4e13\u5229\u6743\u5229\u8981\u6c42\u3001\u8c03\u5ea6\u65b9\u5f0f\u3001\u62a5\u916c\u673a\u5236\u6216\u662f\u5426\u5df2\u843d\u5730\u3002<\/p>\n<p>\u6309\u6807\u9898\u53ef\u7406\u89e3\u7684\u6838\u5fc3\u53d8\u5316\u662f\u7b97\u529b\u7ec4\u7ec7\u65b9\u5f0f\uff1a\u628a\u5206\u6563\u5728\u4e2a\u4eba\u7535\u8111\u4e0a\u7684\u7a7a\u95f2 GPU \u7eb3\u5165 AI \u8bad\u7ec3\u4f9b\u7ed9\uff0c\u5e76\u4ee5\u4ed8\u8d39\u4f5c\u4e3a\u6fc0\u52b1\u3002\u8fd9\u4e00\u8bbe\u60f3\u53ef\u80fd\u9762\u5411\u62e5\u6709\u72ec\u7acb\u663e\u5361\u7684\u6e38\u620f\u73a9\u5bb6\uff0c\u4e5f\u53ef\u80fd\u670d\u52a1\u9700\u8981\u4f4e\u6210\u672c\u7b97\u529b\u8865\u5145\u7684\u8bad\u7ec3\u65b9\uff1b\u4f46\u8d44\u6599\u672a\u8bf4\u660e\u53c2\u4e0e\u95e8\u69db\u3001\u9690\u79c1\u4e0e\u5b89\u5168\u5982\u4f55\u5904\u7406\u3001\u652f\u4ed8\u5982\u4f55\u8ba1\u4ef7\u3002<\/p>\n<p>\u9700\u8981\u5f3a\u8c03\uff0c\u4e13\u5229\u5e76\u4e0d\u7b49\u4e8e\u4ea7\u54c1\u4e0a\u7ebf\uff0c\u6295\u7a3f\u672c\u8eab\u4e5f\u7f3a\u5c11\u539f\u6587\u7ec6\u8282\u548c\u8bc4\u8bba\u8ba8\u8bba\uff0c\u6682\u65e0\u6cd5\u5224\u65ad\u53ef\u7528\u65f6\u95f4\u3001\u652f\u6301\u5e73\u53f0\u6216\u5b9e\u9645\u6548\u679c\u3002\u5bf9\u5173\u6ce8 AI \u7b97\u529b\u4f9b\u7ed9\u548c\u526f\u4e1a\u53d8\u73b0\u7684\u8bfb\u8005\uff0c\u53ef\u7ee7\u7eed\u8ddf\u8e2a\u539f\u59cb\u4e13\u5229\u6587\u672c\u4e0e\u5382\u5546\u56de\u5e94\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u82e5\u4e13\u5229\u65b9\u5411\u6210\u771f\uff0c\u4e2a\u4eba\u663e\u5361\u7684\u95f2\u7f6e\u7b97\u529b\u53ef\u80fd\u6210\u4e3a\u53ef\u4ea4\u6613\u7684AI\u8bad\u7ec3\u8d44\u6e90\uff0c\u6d89\u53ca\u7b97\u529b\u4f9b\u7ed9\u4e0e\u73a9\u5bb6\u526f\u4e1a\u4e24\u4e2a\u5c42\u9762\u3002<\/p>\n<ul>\n<li>Hacker News \u00b7 <a href=\"https:\/\/news.ycombinator.com\/item?id=50435601\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft patent: turning idle gaming GPUs into paid AI training hardware<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-10 \u00b7 <a href=\"https:\/\/videocardz.com\/newz\/microsoft-could-pay-gamers-for-using-spare-gpu-capacity-to-train-ai\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>33 \u00b7 \u793e\u533a\u628a Comet 60B\uff08A12B\uff09\u8f6c\u6210 GGUF\uff0c\u5e76\u4fdd\u7559 MTP \u5934<\/h3>\n<p>Reddit r\/LocalLLaMA \u7528\u6237\u79f0\uff0c\u4e3a\u4e86\u8bd5\u7528 Multiverse Computing \u7684 Comet_60B_A12B_BF16\uff0c\u5c06\u5176\u8f6c\u6362\u4e3a GGUF\uff0c\u5e76\u80fd\u5728\u539f\u7248 llama.cpp \u4e0a\u8fd0\u884c\u3002\u8be5\u6a21\u578b\u88ab\u63cf\u8ff0\u4e3a Nemotron 3.5 Super \u7684\u538b\u7f29\u7248\u672c\u3002<\/p>\n<p>\u5e16\u4e2d\u7ed9\u51fa\u4e24\u79cd\u91cf\u5316\u6587\u4ef6\u5927\u5c0f\uff1aQ4_K_M \u4e3a 42.6 GB\uff0cQ8_0 \u4e3a 64.2 GB\u3002\u8f6c\u6362\u65f6\u4fdd\u7559\u4e86 MTP \u5934\uff0c\u56e0\u6b64\u53ef\u4ee5\u5728 llama-server \u542f\u52a8\u65f6\u4f20\u5165 &#8211;spec-type draft-mtp \u8fdb\u884c\u6295\u673a\u89e3\u7801\u3002\u53d1\u5e03\u8005\u63d0\u9192\uff0c\u8fd9\u6279 GGUF \u53ea\u5305\u542b\u6587\u672c\u80fd\u529b\uff0c\u89c6\u89c9\u5854\u6ca1\u6709\u8f6c\u6362\u3002<\/p>\n<p>\u5bf9\u672c\u5730\u90e8\u7f72\u7528\u6237\u800c\u8a00\uff0c\u8fd9\u63d0\u4f9b\u4e86\u4e00\u6761\u5728\u6807\u51c6 llama.cpp \u4e0a\u8bd5\u8dd1\u8f83\u5927\u6a21\u578b\u7684\u8def\u5f84\uff0c\u4f46\u9700\u8981\u6309\u663e\u5b58\u6216\u5185\u5b58\u9009\u62e9\u91cf\u5316\u89c4\u683c\uff0c\u5e76\u63a5\u53d7\u6ca1\u6709\u56fe\u50cf\u8f93\u5165\u7684\u9650\u5236\u3002\u8d44\u6599\u672a\u7ed9\u51fa\u5b9e\u9645\u901f\u5ea6\u3001\u8d28\u91cf\u8bc4\u6d4b\u6216\u4e0b\u8f7d\u5730\u5740\u4e4b\u5916\u7684\u9a8c\u8bc1\u7ed3\u679c\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u4e3a\u672c\u5730\u5927\u6a21\u578b\u7528\u6237\u63d0\u4f9b\u4e86\u53ef\u76f4\u63a5\u5728 llama.cpp \u8fd0\u884c\u7684 Comet 60B \u91cf\u5316\u6587\u4ef6\uff0c\u5e76\u652f\u6301\u6295\u673a\u89e3\u7801\u3002<\/p>\n<ul>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xsbc2r\/multiverse_computings_comet_60b_a12b_ggufs_with\/\" target=\"_blank\" rel=\"noopener noreferrer\">Multiverse Computing&#8217;s Comet 60B (A12B) GGUFs with the MTP head<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-10<\/li>\n<\/ul>\n<h3>34 \u00b7 Meta \u63a8\u51fa\u4f4e\u6210\u672c\u667a\u80fd\u4f53\u6a21\u578b Muse Ember\uff0c\u5e76\u4e0a\u67b6 Google Cloud \u516c\u5171\u9884\u89c8<\/h3>\n<p>\u636e Telegram \u9891\u9053 @testingcatalog\uff0cMeta \u53d1\u5e03 Muse Ember\uff0c\u5b9a\u4f4d\u4f4e\u6210\u672c\u3001\u9ad8\u5e76\u53d1\u7684\u667a\u80fd\u4f53\u4efb\u52a1\uff0c\u4f8b\u5982\u5de5\u5177\u8c03\u7528\u3001\u7f16\u7a0b\u5b50\u4efb\u52a1\u3001\u8bf7\u6c42\u8def\u7531\u3001\u4fe1\u606f\u62bd\u53d6\u548c\u957f\u6587\u6863\u89e3\u6790\u3002\u8be5\u6a21\u578b\u63d0\u4f9b 100 \u4e07 token \u4e0a\u4e0b\u6587\u7a97\u53e3\uff0c\u652f\u6301\u591a\u6a21\u6001\u8f93\u5165\uff0c\u5e76\u901a\u8fc7 API \u63d0\u4f9b\u8bbf\u95ee\uff0c\u4e3b\u6253\u8f83\u4f4e\u7684 token \u4ef7\u683c\uff1b\u9891\u9053\u672a\u7ed9\u51fa\u5177\u4f53\u4ef7\u683c\u6216\u57fa\u51c6\u5206\u6570\u3002<\/p>\n<p>\u540c\u4e00\u6765\u6e90\u79f0\uff0cMuse Ember \u4e0e Muse Wonder\u3001Muse Spark 1.3 \u5df2\u5728 Google Cloud\uff08GCP\uff09\u8fdb\u5165\u516c\u5171\u9884\u89c8\u3002\u8fd9\u610f\u5473\u7740\u4f01\u4e1a\u53ef\u5728 GCP \u73af\u5883\u4e2d\u8bd5\u7528\u8fd9\u4e9b\u6a21\u578b\uff0c\u4f46\u201c\u516c\u5171\u9884\u89c8\u201d\u901a\u5e38\u4e0d\u7b49\u540c\u4e8e\u6b63\u5f0f\u5546\u7528 SLA\uff0c\u914d\u989d\u4e0e\u533a\u57df\u652f\u6301\u9700\u67e5\u4e91\u5e73\u53f0\u6587\u6863\u3002<\/p>\n<p>\u9002\u7528\u4eba\u7fa4\u662f\u6784\u5efa\u667a\u80fd\u4f53\u6d41\u6c34\u7ebf\u3001\u9700\u8981\u5904\u7406\u957f\u6587\u6863\u6216\u5927\u91cf\u8f7b\u91cf\u5de5\u5177\u8c03\u7528\u7684\u5f00\u53d1\u8005\u3002\u9009\u578b\u65f6\u5e94\u91cd\u70b9\u9a8c\u8bc1\u957f\u4e0a\u4e0b\u6587\u4e0b\u7684\u7a33\u5b9a\u6027\u3001\u591a\u6a21\u6001\u8f93\u5165\u7684\u5b9e\u9645\u652f\u6301\u8303\u56f4\uff0c\u4ee5\u53ca\u4f4e\u6210\u672c\u662f\u5426\u4f34\u968f\u901f\u7387\u9650\u5236\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>Meta \u4ee5\u957f\u4e0a\u4e0b\u6587\u548c\u4f4e token \u4ef7\u683c\u5207\u5165\u667a\u80fd\u4f53\u9ad8\u9891\u8c03\u7528\u573a\u666f\uff0c\u5e76\u5728 GCP \u5f00\u653e\u9884\u89c8\uff0c\u4e3a\u5de5\u5177\u8c03\u7528\u7c7b\u5e94\u7528\u63d0\u4f9b\u65b0\u7684\u6210\u672c\u9009\u9879\u3002<\/p>\n<ul>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9934\" target=\"_blank\" rel=\"noopener noreferrer\">Meta launches Muse Ember for low-cost agentic tasksMeta launched Muse Ember for high-volume agent tasks like t\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-09<\/li>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9931\" target=\"_blank\" rel=\"noopener noreferrer\">Meta \u2764\ufe0f Google Cloud Muse Wonder, Muse Spark 1.3, and Muse Ember are now available on GCP in public preview.Th\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-09<\/li>\n<\/ul>\n<h3>35 \u00b7 BBC\u62a5\u9053\u79f0\u82f1\u4f1f\u8fbeCEO\u9ec4\u4ec1\u52cb\u6d89\u4e0e\u7591\u4f3c\u4e2d\u56fd\u95f4\u8c0d\u5a5a\u5916\u60c5\uff0c\u7f8e\u603b\u7edf\u79f0FBI\u8c03\u67e5<\/h3>\n<p>BBC\u4e8e11\u67089\u65e5\u81f310\u65e5\u8fde\u7eed\u53d1\u5e03\u591a\u7bc7\u62a5\u9053\uff0c\u6838\u5fc3\u6307\u5411\u82f1\u4f1f\u8fbeCEO\u9ec4\u4ec1\u52cb\u88ab\u6307\u4e0e\u4e00\u540d\u7591\u4f3c\u4e2d\u56fd\u95f4\u8c0d\u7684\u5973\u6027\u5b58\u5728\u5a5a\u5916\u60c5\u3002\u62a5\u9053\u79f0\uff0c\u8fd9\u4e00\u4e8b\u4ef6\u540c\u65f6\u7275\u6d89\u4e2a\u4eba\u5173\u7cfb\u4e0e\u56fd\u5bb6\u5b89\u5168\uff0c\u9ec4\u4ec1\u52cb\u672c\u4eba\u88ab\u5377\u5165\u76f8\u5173\u8c03\u67e5\uff1b\u5176\u4e2d\u4e00\u7bc7\u62a5\u9053\u660e\u786e\u63d0\u5230\uff0c\u82f1\u4f1f\u8fbe\u516c\u53f8\u6b63\u5728\u5c31\u8fd9\u6869\u5a5a\u5916\u60c5\u5c55\u5f00\u8c03\u67e5\u3002\u53e6\u4e00\u7bc7\u62a5\u9053\u5219\u79f0\uff0c\u7f8e\u56fd\u603b\u7edf\u8868\u793a\u5df2\u4e8e\u5468\u4e00\u4e0e\u9ec4\u4ec1\u52cb\u4ea4\u8c08\uff0c\u8be2\u95ee\u4e86\u8fd9\u6869\u4e0e\u7591\u4f3c\u95f4\u8c0d\u6709\u5173\u7684\u5173\u7cfb\uff0c\u5e76\u79f0FBI\u6b63\u5728\u8c03\u67e5\u6b64\u4e8b\u3002<\/p>\n<p>\u4ece\u9002\u7528\u4eba\u7fa4\u770b\uff0c\u8fd9\u4e00\u4e8b\u4ef6\u76f4\u63a5\u5173\u7cfb\u82f1\u4f1f\u8fbe\u7684\u6295\u8d44\u8005\u3001\u4f9b\u5e94\u94fe\u4f19\u4f34\u3001AI\u884c\u4e1a\u4ece\u4e1a\u8005\u4ee5\u53ca\u5173\u6ce8\u79d1\u6280\u4e0e\u56fd\u5bb6\u5b89\u5168\u4ea4\u53c9\u8bae\u9898\u7684\u8bfb\u8005\u3002\u62a5\u9053\u76ee\u524d\u62ab\u9732\u7684\u662f\u201c\u88ab\u6307\u201d\u201c\u7591\u4f3c\u201d\u201c\u6b63\u5728\u8c03\u67e5\u201d\u7b49\u9636\u6bb5\u6027\u4fe1\u606f\uff0c\u672a\u7ed9\u51fa\u8c03\u67e5\u7ed3\u8bba\u6216\u53f8\u6cd5\u8ba4\u5b9a\uff1b\u5173\u4e8e\u5173\u7cfb\u7ec6\u8282\u3001\u8c03\u67e5\u8fdb\u5c55\u548c\u6f5c\u5728\u5f71\u54cd\uff0c\u73b0\u6709\u6458\u8981\u5747\u672a\u5c55\u5f00\uff0c\u9700\u4ee5\u540e\u7eed\u6743\u5a01\u901a\u62a5\u4e3a\u51c6\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u82f1\u4f1f\u8fbe\u662f\u5168\u7403AI\u82af\u7247\u6838\u5fc3\u4f9b\u5e94\u5546\uff0c\u5176CEO\u5377\u5165\u56fd\u5bb6\u5b89\u5168\u76f8\u5173\u8c03\u67e5\uff0c\u53ef\u80fd\u7275\u52a8\u516c\u53f8\u6cbb\u7406\u4e0e\u5e02\u573a\u60c5\u7eea\uff1b\u4f46\u76ee\u524d\u4fe1\u606f\u4ecd\u5904\u8c03\u67e5\u9636\u6bb5\uff0c\u4e0d\u5b9c\u4e0b\u7ed3\u8bba\u3002<\/p>\n<ul>\n<li>\u6d77\u5916\u8d22\u7ecf\u65b0\u95fb \u00b7 <a href=\"https:\/\/www.bbc.co.uk\/news\/articles\/cqg7x7dpvym8o?at_campaign=rss&amp;at_medium=RSS\" target=\"_blank\" rel=\"noopener noreferrer\">Trump says FBI investigating Nvidia boss&#8217;s affair with alleged Chinese spy<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-10<\/li>\n<li>\u6d77\u5916\u8d22\u7ecf\u65b0\u95fb \u00b7 <a href=\"https:\/\/www.bbc.co.uk\/news\/articles\/ckgel338xql3o?at_campaign=rss&amp;at_medium=RSS\" target=\"_blank\" rel=\"noopener noreferrer\">What we know so far about Jensen Huang&#8217;s affair with suspected Chinese spy<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-09<\/li>\n<li>\u6d77\u5916\u8d22\u7ecf\u65b0\u95fb \u00b7 <a href=\"https:\/\/www.bbc.co.uk\/news\/articles\/cj3vqv3nee72o?at_campaign=rss&amp;at_medium=RSS\" target=\"_blank\" rel=\"noopener noreferrer\">Zoe Kleinman: Nvidia CEO&#8217;s affair will cause ripples across US and beyond<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-09<\/li>\n<\/ul>\n<h3>36 \u00b7 ComfyUI v0.44 \u4e0a\u7ebf\u4e00\u6279\u7ec6\u8282\u6539\u8fdb\uff1a\u5206\u652f\u8282\u70b9\u3001LoRA \u5806\u53e0\u4e0e\u6a21\u677f\u81ea\u52a8\u4e0b\u8f7d<\/h3>\n<p>ComfyUI \u535a\u5ba2\u6c47\u603b\u4e86 v0.44 \u524d\u540e\u7684\u7ec6\u8282\u66f4\u65b0\u3002Branch \u8282\u70b9\u5141\u8bb8\u628a\u6700\u591a 32 \u6761\u8def\u5f84\u63a5\u5165\u540c\u4e00\u8282\u70b9\uff0c\u6309\u540d\u79f0\u9009\u62e9\u5b9e\u9645\u6267\u884c\u7684\u4e00\u6761\uff0c\u672a\u9009\u8def\u5f84\u4e0d\u6d88\u8017 GPU \u65f6\u95f4\uff1b\u82e5\u672a\u9009\u8def\u5f84\u4e0a\u67d0\u8282\u70b9\u8fd8\u5411\u5176\u4ed6\u8f93\u51fa\u4f9b\u6570\uff0c\u8be5\u8282\u70b9\u4ecd\u4f1a\u8fd0\u884c\u3002\u9996\u4e2a\u63a5\u5165\u7c7b\u578b\u51b3\u5b9a\u6240\u6709\u8f93\u5165\u4e0e\u8f93\u51fa\u7c7b\u578b\uff0c\u53ef\u7528\u4e8e\u56fe\u50cf\u3001\u6f5c\u53d8\u91cf\u3001\u6a21\u578b\u3001\u6761\u4ef6\u548c\u5b57\u7b26\u4e32\uff1b\u5e03\u5c14\u9009\u62e9\u7531 If\/Else Switch \u8d1f\u8d23\uff0c\u4e8c\u8005\u5747\u6807\u4e3a\u5b9e\u9a8c\u6027\u3002<\/p>\n<p>LoRA \u5806\u53e0\u65b9\u9762\uff0cv0.42.3 \u542f\u7528\u539f\u751f Load LoRA\uff08\u6a21\u578b\uff09\u4e0e Load LoRA\uff08\u6587\u672c\u7f16\u7801\u5668\uff09\u8282\u70b9\uff0c\u6bcf\u884c\u542b\u540d\u79f0\u3001\u5f3a\u5ea6\u3001\u542f\u7528\u72b6\u6001\uff0c\u6700\u591a 20 \u4e2a\uff1b\u5173\u95ed\u7684\u884c\u5728\u52a0\u8f7d\u6587\u4ef6\u524d\u8df3\u8fc7\uff0c\u4e0d\u589e\u52a0\u8f7d\u5165\u65f6\u95f4\uff0c\u5de5\u4f5c\u6d41\u4f1a\u4fdd\u5b58\u884c\u6570\u8bbe\u7f6e\u3002\u6a21\u677f\u65b9\u9762\uff0cComfy Desktop \u5b98\u65b9\u6a21\u677f\u53ef\u81ea\u52a8\u4e0b\u8f7d\u793a\u4f8b\u8f93\u5165\uff0c\u7f3a\u6a21\u578b\u65f6\u5148\u5217\u51fa\u4f53\u79ef\u5e76\u63d0\u4f9b\u4e0b\u8f7d\u540e\u6253\u5f00\u6216\u7acb\u5373\u6253\u5f00\uff1b\u4fbf\u643a\u7248\u548c git \u5b89\u88c5\u4ecd\u9700\u624b\u52a8\u79fb\u52a8\u6a21\u578b\u3002\u591a\u4e2a\u8f93\u51fa\u53ef\u901a\u8fc7 Export images \u5408\u5e76\u4e3a\u5355\u4e2a zip\uff0cAssets \u9762\u677f\u540c\u6837\u652f\u6301\u591a\u9009\u6253\u5305\uff0c\u4f46\u624b\u52a8\u5b89\u88c5\u9700\u542f\u7528 assets \u7cfb\u7edf\u3002\u66f4\u65b0\u8fd8\u6d89\u53ca EXR\/HDR \u9884\u89c8\u4e0e\u67e5\u770b\u7b49\u6d41\u7a0b\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u8fd9\u4e9b\u6539\u8fdb\u76f4\u63a5\u51cf\u5c11\u5de5\u4f5c\u6d41\u4e2d\u7684\u91cd\u590d\u70b9\u51fb\u548c\u65e0\u6548 GPU \u6d88\u8017\uff0c\u5bf9 ComfyUI \u65e5\u5e38\u4f7f\u7528\u8005\u66f4\u5b9e\u7528\u3002<\/p>\n<ul>\n<li>RSS \/ \u6d77\u5916\u79d1\u6280 \u00b7 <a href=\"https:\/\/blog.comfy.org\/p\/the-little-things-that-shipped-in\" target=\"_blank\" rel=\"noopener noreferrer\">The little things that shipped in October<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-09<\/li>\n<\/ul>\n<h3>37 \u00b7 CUDA+ROCm \u53cc\u540e\u7aef\u63a8\u7406\uff1aRTX 5090 \u4e0e Strix Halo \u534f\u540c\u8dd1 GLM-5.3-Flash<\/h3>\n<p>Reddit r\/LocalLLaMA \u7528\u6237\u53d1\u5e03\u4e00\u4e2a\u57fa\u4e8e Project MAYA \u7684\u5206\u652f\uff0c\u5c1d\u8bd5\u8ba9 NVIDIA RTX 5090 \u4e0e AMD Strix Halo \u6838\u663e\u5728\u540c\u4e00\u8fdb\u7a0b\u5185\u534f\u540c\u5b8c\u6210 LLM \u7684\u9884\u586b\u5145\u548c\u89e3\u7801\u3002\u4f5c\u8005\u79f0\uff0c\u73b0\u6709\u63a8\u7406\u5f15\u64ce\u901a\u5e38\u53ea\u652f\u6301\u5168\u90e8 CUDA \u6216\u5168\u90e8 AMD GPU\uff0cllama.cpp \u7684 Vulkan \u540e\u7aef\u867d\u80fd\u6df7\u7528\uff0c\u4f46\u5728 RTX 5090 \u4e0a\u7684\u9884\u586b\u5145\u6027\u80fd\u53d7\u9650\u3002<\/p>\n<p>\u8be5\u65b9\u6848\u4e2d\uff0cCUDA \u540e\u7aef\u8d1f\u8d23\u6ce8\u610f\u529b\u3001\u7a20\u5bc6\u4e0e\u5171\u4eab\u5c42\u4ee5\u53ca\u4e13\u5bb6\u7f13\u5b58\uff0cROCm \u540e\u7aef\u5728 Strix Halo \u4e0a\u6267\u884c\u4e92\u8865\u7684\u4e13\u5bb6\uff0c\u4e24\u8005\u5171\u540c\u53c2\u4e0e\u9884\u586b\u5145\u4e0e\u89e3\u7801\uff0c\u76ee\u6807\u662f\u8fd0\u884c GLM-5.3-Flash Maya-M GGUF\u3002\u4f5c\u8005\u79f0\u6700\u9ad8\u53ef\u5feb 48%\uff0c\u5e76\u7ed9\u51fa GitHub PR \u4f9b\u8bd5\u7528\uff1bProject MAYA \u4f5c\u8005\u8868\u793a\u6b22\u8fce\u8be5\u8bbe\u8ba1\uff0c\u8ba1\u5212\u6d4b\u8bd5\u540e\u518d\u51b3\u5b9a\u662f\u5426\u5408\u5e76\u3002<\/p>\n<p>\u8fd9\u9002\u5408\u540c\u65f6\u62e5\u6709 NVIDIA \u4e0e AMD \u786c\u4ef6\u7684\u672c\u5730\u63a8\u7406\u73a9\u5bb6\uff0c\u4f46\u5f53\u524d\u4ecd\u662f\u5b9e\u9a8c\u6027\u5206\u652f\uff0c\u6027\u80fd\u6570\u5b57\u6765\u81ea\u4f5c\u8005\u81ea\u8ff0\uff0c\u5c1a\u672a\u7ecf\u8fc7\u72ec\u7acb\u590d\u73b0\u6216\u4e0a\u6e38\u5408\u5e76\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u5c55\u793a\u4e86\u4e00\u79cd\u8de8\u5382\u5546 GPU \u534f\u540c\u63a8\u7406\u7684\u53ef\u884c\u8def\u5f84\uff0c\u5bf9\u6df7\u5408\u786c\u4ef6\u672c\u5730\u90e8\u7f72\u6709\u53c2\u8003\u4ef7\u503c\u3002<\/p>\n<ul>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xsaurn\/cudarocm_dualbackends_llm_inference_for\/\" target=\"_blank\" rel=\"noopener noreferrer\">CUDA+ROCm dual-backends LLM inference for mixed-vendor GPUs (up to 48% faster)<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-10<\/li>\n<\/ul>\n<h3>38 \u00b7 Google \u628a Maps Platform \u63a5\u5165 AI Studio\uff0c\u53ef\u7528\u63d0\u793a\u8bcd\u5feb\u901f\u751f\u6210\u5730\u56fe\u5e94\u7528<\/h3>\n<p>\u636e Telegram \u9891\u9053 @testingcatalog\uff0cGoogle \u5c06 Maps Platform \u52a0\u5165 AI Studio \u7684 Build \u529f\u80fd\uff0c\u4f7f\u63d0\u793a\u8bcd\u53ef\u4ee5\u5728\u6570\u5206\u949f\u5185\u53d8\u6210\u5730\u56fe\u5e94\u7528\u3002\u9891\u9053\u79f0\u8be5\u96c6\u6210\u5305\u542b\u521d\u59cb\u5316\u8bbe\u7f6e\u3001\u7531 Gemini \u7ba1\u7406\u7684\u5bc6\u94a5\u3001\u5b9e\u65f6\u9884\u89c8\uff0c\u4ee5\u53ca\u6bcf\u5929 100 \u6b21 API \u8c03\u7528\u7684\u514d\u8d39\u6c99\u7bb1\u8bbf\u95ee\uff0c\u4e4b\u540e\u624d\u8fdb\u5165\u4ed8\u8d39\u7684\u751f\u4ea7\u89c4\u6a21\u4f7f\u7528\u3002<\/p>\n<p>\u5bf9\u5f00\u53d1\u8005\u800c\u8a00\uff0c\u8fd9\u964d\u4f4e\u4e86\u628a\u5730\u7406\u6570\u636e\u3001\u5730\u56fe\u5c55\u793a\u4e0e Gemini \u751f\u6210\u80fd\u529b\u7ec4\u5408\u8d77\u6765\u7684\u95e8\u69db\uff1a\u53ef\u5728 AI Studio \u4e2d\u5148\u505a\u539f\u578b\uff0c\u9a8c\u8bc1\u4ea4\u4e92\u548c\u5730\u56fe\u903b\u8f91\uff0c\u518d\u8fc1\u79fb\u5230\u751f\u4ea7\u73af\u5883\u3002\u514d\u8d39\u6c99\u7bb1\u7684\u6bcf\u65e5\u8c03\u7528\u4e0a\u9650\u9002\u5408\u6f14\u793a\u548c\u5c0f\u89c4\u6a21\u6d4b\u8bd5\uff0c\u4e0d\u9002\u5408\u76f4\u63a5\u627f\u8f7d\u6b63\u5f0f\u6d41\u91cf\u3002<\/p>\n<p>\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u4e0a\u8ff0\u7ec6\u8282\u6765\u81ea\u9891\u9053\u6458\u8981\uff0c\u672a\u8bf4\u660e\u652f\u6301\u7684\u5730\u56fe\u529f\u80fd\u8303\u56f4\u3001\u5730\u533a\u9650\u5236\u548c\u8ba1\u8d39\u7ec6\u5219\u3002\u51c6\u5907\u4e0a\u7ebf\u65f6\u5e94\u6838\u5bf9 Google \u5b98\u65b9\u914d\u989d\u3001\u5bc6\u94a5\u7ba1\u7406\u4e0e Maps Platform \u7684\u5546\u7528\u6761\u6b3e\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u5730\u56fe\u80fd\u529b\u4e0e\u63d0\u793a\u8bcd\u5f00\u53d1\u73af\u5883\u7ed3\u5408\uff0c\u80fd\u663e\u8457\u7f29\u77ed\u5730\u7406\u7c7b AI \u5e94\u7528\u7684\u539f\u578b\u5468\u671f\uff0c\u9002\u5408\u5173\u6ce8 AI \u5de5\u5177\u4e0e\u526f\u4e1a\u4ea7\u54c1\u7684\u5f00\u53d1\u8005\u3002<\/p>\n<ul>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9933\" target=\"_blank\" rel=\"noopener noreferrer\">Google Maps features come to Google AI Studio BuildGoogle added Maps Platform to AI Studio, so prompts can bec\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-09<\/li>\n<\/ul>\n<h3>39 \u00b7 \u82f1\u56fd\u5c0f\u5b66\u6821\u9910\u4ef7\u683c\u81ea2026\u5e74\u521d\u4ee5\u6765\u4ece2.60\u82f1\u9551\u6da8\u81f33.40\u82f1\u9551<\/h3>\n<p>BBC\u62a5\u9053\uff0c\u82f1\u56fd\u5c0f\u5b66\u6821\u9910\u4ef7\u683c\u518d\u6b21\u4e0a\u6da8\uff0c\u6821\u957f\u4eec\u8868\u793a\u5bb6\u5ead\u5c06\u56e0\u6b64\u627f\u53d7\u538b\u529b\u3002\u62a5\u9053\u7ed9\u51fa\u7684\u5177\u4f53\u6570\u636e\u662f\uff1a\u81ea2026\u5e74\u521d\u4ee5\u6765\uff0c\u4e00\u4efd\u5c0f\u5b66\u6821\u9910\u7684\u4ef7\u683c\u5df2\u4ece2.60\u82f1\u9551\u5347\u81f33.40\u82f1\u9551\u3002<\/p>\n<p>\u8fd9\u6761\u4fe1\u606f\u7684\u5173\u952e\u5728\u4e8e\u4ef7\u683c\u53d8\u5316\u672c\u8eab\u53ca\u5176\u4f20\u5bfc\u5bf9\u8c61\uff1a\u6821\u9910\u5c5e\u4e8e\u65e5\u5e38\u521a\u6027\u652f\u51fa\uff0c\u4ef7\u683c\u4e0a\u6da8\u4f1a\u76f4\u63a5\u5f71\u54cd\u9700\u8981\u5728\u6821\u5c31\u9910\u7684\u5b66\u751f\u5bb6\u5ead\uff0c\u5c24\u5176\u662f\u591a\u5b50\u5973\u5bb6\u5ead\uff1b\u6821\u957f\u5c42\u9762\u7684\u8868\u6001\u5219\u663e\u793a\uff0c\u5b66\u6821\u4e5f\u62c5\u5fc3\u5bb6\u5ead\u652f\u4ed8\u80fd\u529b\u4e0e\u5c31\u9910\u9009\u62e9\u53d7\u5230\u5f71\u54cd\u3002\u62a5\u9053\u672a\u62ab\u9732\u6da8\u4ef7\u6d89\u53ca\u7684\u5b66\u6821\u8303\u56f4\u3001\u5177\u4f53\u5730\u533a\u5dee\u5f02\u6216\u8865\u8d34\u653f\u7b56\u8c03\u6574\uff0c\u4e5f\u672a\u7ed9\u51fa\u5bb6\u5ead\u8d1f\u62c5\u7684\u91cf\u5316\u8bc4\u4f30\uff0c\u56e0\u6b64\u76ee\u524d\u53ea\u80fd\u786e\u8ba4\u8fd9\u4e00\u4ef7\u683c\u53d8\u52a8\u53ca\u6821\u65b9\u7684\u62c5\u5fe7\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u6821\u9910\u6da8\u4ef7\u76f4\u63a5\u53cd\u6620\u82f1\u56fd\u751f\u6d3b\u6210\u672c\u538b\u529b\u5411\u5bb6\u5ead\u6559\u80b2\u652f\u51fa\u4f20\u5bfc\uff0c\u4f46\u8d44\u6599\u4ec5\u63d0\u4f9b\u5355\u70b9\u4ef7\u683c\u4e0e\u6821\u957f\u8868\u6001\uff0c\u4fe1\u606f\u91cf\u6709\u9650\u3002<\/p>\n<ul>\n<li>\u6d77\u5916\u8d22\u7ecf\u65b0\u95fb \u00b7 <a href=\"https:\/\/www.bbc.co.uk\/news\/articles\/c9m262yv6yx8o?at_campaign=rss&amp;at_medium=RSS\" target=\"_blank\" rel=\"noopener noreferrer\">Headteachers say families will struggle after another rise in school dinner prices<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-10<\/li>\n<\/ul>\n<h3>40 \u00b7 Handshake AI\u6570\u636e\u4e1a\u52a1\u5e74\u5316\u8425\u6536\u8fbe10\u4ebf\u7f8e\u5143\uff0c\u9ad8\u7ea7\u5b9e\u9a8c\u5ba4\u4e70\u7684\u662f\u4ec0\u4e48\uff1f<\/h3>\n<p>Latent Space \u4e0e AI \u6570\u636e\u516c\u53f8 Handshake \u56e2\u961f\u8fdb\u884c\u6df1\u5ea6\u5bf9\u8bdd\uff0c\u62ab\u9732 Handshake \u7684 AI \u8bad\u7ec3\u4e1a\u52a1\u4ece\u542f\u52a8\u5230\u5b9e\u73b0\u7ea6 10 \u4ebf\u7f8e\u5143\u5e74\u5316\u603b\u8425\u6536\u53ea\u7528\u4e86\u4e00\u5e74\u5de6\u53f3\u3002\u8282\u76ee\u62c6\u89e3\u4e86\u524d\u6cbf\u5b9e\u9a8c\u5ba4\u5728\u8fd9\u4e00\u89c4\u6a21\u4e0a\u7a76\u7adf\u91c7\u8d2d\u4ec0\u4e48\u6570\u636e\uff0c\u5e76\u7528\u591a\u4e2a\u73b0\u573a\u6f14\u793a\u5c55\u793a\u6a21\u578b\u4ecd\u660e\u663e\u4f4e\u4e8e\u4eba\u7c7b\u6c34\u5e73\u7684\u8bc4\u6d4b\u73af\u8282\u3002<\/p>\n<p>\u6f14\u793a\u5206\u4e3a\u91d1\u878d\u3001\u751f\u7269\u548c\u7f16\u7a0b\u4e09\u90e8\u5206\u3002\u91d1\u878d\u573a\u666f\u4e2d\uff0c\u667a\u80fd\u4f53\u9700\u4ece\u6a21\u62df\u94f6\u884c\u7684\u90ae\u4ef6\u4e2d\u627e\u5230\u4efb\u52a1\u3001\u5224\u65ad\u54ea\u4e9b\u6587\u4ef6\u7ba1\u8f96\u8fd9\u7b14\u4ea4\u6613\u5e76\u4ea4\u4ed8\u5de5\u4f5c\u7c3f\uff1b\u6a21\u578b\u80fd\u89e3\u91ca\u7a0e\u52a1\u5904\u7406\uff0c\u5374\u5728\u8bc6\u522b\u67d0\u4e00\u5177\u4f53\u4ee3\u7801\u884c\u9002\u7528\u8be5\u89c4\u5219\u65f6\u51fa\u9519\u3002\u751f\u7269\u573a\u666f\u5c55\u793a VIALS \u57fa\u51c6\uff0c\u8981\u6c42\u6a21\u578b\u4ece\u8111\u7ec4\u7ec7\u5207\u7247\u4e2d\u9009\u51fa\u8840\u7ba1\u574f\u6b7b\u6700\u4e25\u91cd\u7684\u6837\u672c\uff0c\u6a21\u578b\u9009\u5bf9\u4e24\u9879\u4e4b\u5916\u8fd8\u591a\u9009\u4e86\u4e00\u9879\u3002\u7f16\u7a0b\u4e0e\u5b89\u5168\u573a\u666f\u5219\u8bc4\u4f30\u667a\u80fd\u4f53\u8bfb\u53d6\u4e86\u54ea\u4e9b\u6587\u4ef6\u3001\u662f\u5426\u6838\u5bf9\u4e86\u526f\u672c\u3001\u4e8b\u540e\u5982\u4f55\u5904\u7406 shell \u5386\u53f2\uff0c\u4ee5\u53ca\u5de5\u5177\u8c03\u7528\u8fc7\u7a0b\uff0c\u800c\u4e0d\u53ea\u770b\u6700\u7ec8\u56de\u590d\u3002<\/p>\n<p>\u56e2\u961f\u8fd8\u8ba8\u8bba\u4e86\u8bc4\u5206\u89c4\u5219\uff08rubric\uff09\u4e0e\u4e13\u5bb6\u5224\u65ad\u7684\u5dee\u8ddd\u3001\u60e9\u7f5a\u9677\u9631\u3001\u4f9d\u8d56\u95e8\u69db\u3001\u90e8\u5206\u5f97\u5206\uff0c\u4ee5\u53ca\u6709\u667a\u80fd\u4f53\u5982\u4f55\u5229\u7528 Excel \u8bc4\u5206\u5668\u3002\u5bf9\u5e0c\u671b\u6784\u5efa\u79c1\u57df\u8bc4\u6d4b\u6216\u91c7\u8d2d\u4e13\u5bb6\u6570\u636e\u7684\u4f01\u4e1a\uff0c\u8282\u76ee\u63d0\u4f9b\u4e86\u4efb\u52a1\u8bbe\u8ba1\u3001\u8bc4\u5206\u548c\u8bad\u7ec3\u53cd\u9988\u7684\u5b9e\u64cd\u89c6\u89d2\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u4ee5\u5177\u4f53\u6f14\u793a\u63ed\u793a\u524d\u6cbf\u5b9e\u9a8c\u5ba4\u4e3a RL \u73af\u5883\u4ed8\u8d39\u7684\u539f\u56e0\uff0c\u4ee5\u53ca\u5f53\u524d\u667a\u80fd\u4f53\u5728\u91d1\u878d\u3001\u751f\u7269\u56fe\u50cf\u548c\u8fc7\u7a0b\u5ba1\u8ba1\u4e0a\u7684\u5178\u578b\u5931\u8d25\u70b9\u3002<\/p>\n<ul>\n<li>RSS \/ \u6d77\u5916\u79d1\u6280 \u00b7 <a href=\"https:\/\/latent.space\/p\/handshake\/\" target=\"_blank\" rel=\"noopener noreferrer\">What Frontier Labs Buy: A Data Deep Dive with Handshake AI \u2014 Garrett Lord &amp; Team<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-09<\/li>\n<\/ul>\n<h3>41 \u00b7 \u6fb3\u5927\u5229\u4e9a Maincode \u7528\u6a21\u578b\u62fc\u63a5\u53d1\u5e03 Matilda Platypus \u7cfb\u5217\u57fa\u7840\u6a21\u578b<\/h3>\n<p>\u6fb3\u5927\u5229\u4e9a AI \u5b9e\u9a8c\u5ba4 Maincode \u53d1\u5e03 Matilda Platypus \u7cfb\u5217\u57fa\u7840\u6a21\u578b\uff0c\u91c7\u7528\u540d\u4e3a\u201cModel Stitching\uff08\u6a21\u578b\u62fc\u63a5\uff09\u201d\u7684\u65b9\u6cd5\uff1a\u628a\u8f83\u5927\u7684\u9884\u8bad\u7ec3 Qwen3 \u6a21\u578b\u7684\u5e95\u5c42\u4e0e\u8f83\u5c0f\u6a21\u578b\u7684\u4e0a\u5c42\u8fde\u63a5\u8d77\u6765\uff0c\u5e76\u5728\u8fde\u63a5\u5904\u7528\u53ef\u5b66\u4e60\u7684\u7ebf\u6027 Representation Bridge \u5bf9\u9f50\u9690\u85cf\u8868\u793a\u3002\u8be5\u7cfb\u5217\u5c3a\u5bf8\u8986\u76d6 1.5B \u81f3 13B\uff0c\u5176\u4e2d 13B \u68c0\u67e5\u70b9\u4e3a\u201ccut 29+13\u201d\uff0c\u53c2\u6570 13.51B\uff0c\u6bcf token \u7ea6 26.3 GFLOP\uff0c\u7ea6\u4e3a\u8f83\u5927\u7236\u6a21\u578b\u7b97\u529b\u7684 91%\u3002<\/p>\n<p>\u8fd9\u4e9b\u6a21\u578b\u5747\u4e3a base model\uff0c\u672a\u505a\u6307\u4ee4\u5fae\u8c03\uff0c\u65b9\u6cd5\u4e0e\u5b8c\u6574\u8bc4\u6d4b\u5199\u5728\u6280\u672f\u62a5\u544a\u4e2d\u3002\u53d1\u5e03\u65b9\u63d0\u4f9b\u4e86 Hugging Face \u6a21\u578b\u96c6\u5408\uff0c\u53d1\u5e16\u8005\u79f0\u65e9\u671f\u6d4b\u8bd5\u6548\u679c\u4e0d\u9519\u3001\u9ed8\u8ba4\u8bed\u6c14\u53d7\u7528\uff0c\u4f46\u8fd9\u662f\u793e\u533a\u4e2a\u4eba\u4f53\u9a8c\uff0c\u5e76\u975e\u5b98\u65b9\u8bc4\u6d4b\u7ed3\u8bba\u3002<\/p>\n<p>\u9002\u7528\u5bf9\u8c61\u662f\u9700\u8981\u4e2d\u7b49\u89c4\u6a21\u3001\u53ef\u81ea\u884c\u5fae\u8c03\u7684\u57fa\u7840\u6a21\u578b\u7684\u7814\u7a76\u8005\u4e0e\u5f00\u53d1\u8005\uff0c\u5c24\u5176\u5173\u6ce8\u5728\u6709\u9650\u7b97\u529b\u4e0b\u7ee7\u627f\u5927\u6a21\u578b\u5e95\u5c42\u80fd\u529b\u7684\u4eba\u7fa4\u3002\u9650\u5236\u5728\u4e8e\uff1a\u6ca1\u6709\u6307\u4ee4\u5fae\u8c03\u610f\u5473\u7740\u76f4\u63a5\u5bf9\u8bdd\u6216\u4efb\u52a1\u8868\u73b0\u9700\u81ea\u884c\u8bc4\u4f30\uff1b\u62fc\u63a5\u5e26\u6765\u7684\u6027\u80fd\u53d8\u5316\u4e5f\u5e94\u4ee5\u6280\u672f\u62a5\u544a\u548c\u72ec\u7acb\u6d4b\u8bd5\u4e3a\u51c6\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u63d0\u4f9b\u4e00\u79cd\u7528\u201c\u5927\u6a21\u578b\u5e95\u5c42+\u5c0f\u6a21\u578b\u4e0a\u5c42\u201d\u62fc\u63a5\u4e2d\u7b49\u5c3a\u5bf8\u57fa\u7840\u6a21\u578b\u7684\u5177\u4f53\u8def\u5f84\uff0c\u5e76\u9644\u5e26\u53c2\u6570\u4e0e\u7b97\u529b\u5360\u6bd4\uff0c\u53ef\u4f9b\u5173\u6ce8\u5f00\u6e90\u6a21\u578b\u84b8\u998f\u4e0e\u538b\u7f29\u7684\u5f00\u53d1\u8005\u53c2\u8003\u3002<\/p>\n<ul>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xsaujd\/australian_finetunes\/\" target=\"_blank\" rel=\"noopener noreferrer\">Australian Finetunes<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-10<\/li>\n<\/ul>\n<h3>42 \u00b7 How I AI\uff1a\u521b\u59cb\u4eba\u7528 Codex \u4ece\u96f6\u505a\u51fa\u539f\u751f\u8bed\u8a00\u5b66\u4e60\u5e94\u7528<\/h3>\n<p>William Imoh \u5728 Duolingo \u8fde\u7eed\u6253\u5361\u7ea6 1000 \u5929\u540e\u4ecd\u65e0\u6cd5\u7528\u632a\u5a01\u8bed\u5bf9\u8bdd\uff0c\u4e8e\u662f\u521b\u5efa AI \u8bed\u8a00\u5bfc\u5e08 Mural\uff0c\u5e76\u501f\u52a9 Codex \u4e0e GPT-Live \u5728\u4e0d\u4f1a Swift\u3001Kotlin \u7684\u60c5\u51b5\u4e0b\u6784\u5efa\u539f\u751f iOS \u548c Android \u5e94\u7528\u3002\u4ed6\u5728\u8282\u76ee\u4e2d\u6f14\u793a\u4e86\u5b8c\u6574\u6c89\u6d78\u5f0f\u6559\u5b66\u7684\u8bbe\u8ba1\uff0c\u4ee5\u53ca\u7528\u300a\u6307\u73af\u738b\u300b\u89d2\u8272\u547d\u540d\u7684\u4e00\u961f Grok Bot \u7ba1\u7406 25 \u4eba\u516c\u53f8\u3002<\/p>\n<p>\u5173\u952e\u505a\u6cd5\u5305\u62ec\uff1a\u628a\u9700\u6c42\u5199\u6210 epic \u548c\u7528\u6237\u6545\u4e8b\uff0c\u56f4\u7ed5\u5177\u4f53\u7528\u6237\u95ee\u9898\u5411\u667a\u80fd\u4f53\u4e0b\u6307\u4ee4\uff1b\u7528\u201c\u6781\u7b80\u3001\u82f9\u679c\u54c1\u8d28\u3001\u79cb\u65e5\u611f\u201d\u8fd9\u7c7b\u660e\u786e\u8bbe\u8ba1\u5224\u65ad\u63a7\u5236\u8f93\u51fa\uff1b\u5b9e\u65f6\u8bed\u97f3\u662f\u4ea7\u54c1\u6210\u7acb\u7684\u524d\u63d0\uff0c\u4f46 30 \u5206\u949f\u4f1a\u8bdd\u7ea6\u82b1\u8d39 3 \u81f3 5 \u7f8e\u5143\uff0c\u4ecd\u6bd4\u6309\u9700\u8bf7\u771f\u4eba\u5bfc\u5e08\u4fbf\u5b9c\u3002\u4ed6\u8fd8\u628a\u667a\u80fd\u4f53\u63a5\u5165 Google Workspace\u3001Linear\u3001Notion\u3001Pipedrive\u3001QuickBooks \u548c\u65e5\u5386\u7b49\u5de5\u5177\uff0c\u9ed8\u8ba4\u7ed9\u4e88\u8f83\u5bbd\u6743\u9650\uff0c\u540c\u65f6\u4fdd\u62a4\u94f6\u884c\u4e0e\u5ba2\u6237\u6570\u636e\u3002<\/p>\n<p>\u7ecf\u9a8c\u65b9\u9762\uff0c\u5f53\u667a\u80fd\u4f53\u5361\u4f4f\u65f6\uff0c\u5f00\u542f\u65b0\u4f1a\u8bdd\u3001\u62c6\u89e3\u6b65\u9aa4\u5e76\u8981\u6c42\u5176\u81ea\u67e5\uff0c\u6216\u8ba9\u53e6\u4e00\u4e2a\u667a\u80fd\u4f53\u5ba1\u67e5 Cursor \u7684\u8f93\u51fa\uff1b\u968f\u7740\u5e95\u5c42\u6a21\u578b\u53d8\u5f3a\uff0c\u8bb8\u591a\u6280\u80fd\u5e93\u5df2\u4e0d\u518d\u5fc5\u8981\uff0c\u53ea\u6709\u589e\u957f\u7b56\u7565\u3001\u5185\u5bb9\u7b56\u7565\u548c\u53bb\u9664 AI \u6587\u98ce\u7b49\u6301\u4e45\u7ecf\u9a8c\u4ecd\u503c\u5f97\u4fdd\u7559\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u5c55\u793a\u975e\u79fb\u52a8\u7aef\u5f00\u53d1\u8005\u5982\u4f55\u7528\u7f16\u7801\u667a\u80fd\u4f53\u4ea4\u4ed8\u539f\u751f\u5e94\u7528\uff0c\u5e76\u7ed9\u51fa\u63d0\u793a\u7ed3\u6784\u3001\u5b9e\u65f6\u8bed\u97f3\u6210\u672c\u4e0e\u591a\u667a\u80fd\u4f53\u8fd0\u8425\u7684\u5177\u4f53\u7ecf\u9a8c\u3002<\/p>\n<ul>\n<li>RSS \/ \u6d77\u5916\u79d1\u6280 \u00b7 <a href=\"https:\/\/www.lennysnewsletter.com\/p\/how-i-ai-how-this-founder-built-a\" target=\"_blank\" rel=\"noopener noreferrer\">\ud83c\udf99\ufe0f How I AI: How this founder built a better Duolingo with Codex<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-09<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>AI \u65b0\u95fb\u96f7\u8fbe \u00b7 2026\u5e7411\u670810\u65e5\u3002\u4ee5\u4e0b\u4e3a\u57fa\u4e8e\u68c0\u7d22\u8d44\u6599\u751f\u6210\u7684 AI \u6458\u8981\uff0c\u4fdd\u7559\u6765\u6e90\u4f9b\u6838\u67e5\uff0c\u4e0d\u4ee3\u8868\u5df2\u72ec\u7acb&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[],"class_list":["post-2682","post","type-post","status-publish","format-standard","hentry","category-ai-daily","post-63492e"],"_links":{"self":[{"href":"https:\/\/ai26.shop\/index.php\/wp-json\/wp\/v2\/posts\/2682","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ai26.shop\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ai26.shop\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ai26.shop\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ai26.shop\/index.php\/wp-json\/wp\/v2\/comments?post=2682"}],"version-history":[{"count":1,"href":"https:\/\/ai26.shop\/index.php\/wp-json\/wp\/v2\/posts\/2682\/revisions"}],"predecessor-version":[{"id":2687,"href":"https:\/\/ai26.shop\/index.php\/wp-json\/wp\/v2\/posts\/2682\/revisions\/2687"}],"wp:attachment":[{"href":"https:\/\/ai26.shop\/index.php\/wp-json\/wp\/v2\/media?parent=2682"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ai26.shop\/index.php\/wp-json\/wp\/v2\/categories?post=2682"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ai26.shop\/index.php\/wp-json\/wp\/v2\/tags?post=2682"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}