{"id":2211,"date":"2026-11-05T10:06:51","date_gmt":"2026-11-05T02:06:51","guid":{"rendered":"https:\/\/ai26.shop\/?p=2211"},"modified":"2026-11-06T10:41:17","modified_gmt":"2026-11-06T02:41:17","slug":"ai%e6%97%a5%e6%8a%a5-%c2%b7-2026%e5%b9%b411%e6%9c%8805%e6%97%a5%ef%bd%9cai-%e6%ad%a3%e8%bf%ab%e4%bd%bf%e4%bc%81%e4%b8%9a%e5%81%bf%e8%bf%98%e5%9b%9b%e5%8d%81%e5%b9%b4%e6%8a%80%e6%9c%af%e5%80%ba","status":"publish","type":"post","link":"https:\/\/ai26.shop\/index.php\/2026\/11\/05\/ai%e6%97%a5%e6%8a%a5-%c2%b7-2026%e5%b9%b411%e6%9c%8805%e6%97%a5%ef%bd%9cai-%e6%ad%a3%e8%bf%ab%e4%bd%bf%e4%bc%81%e4%b8%9a%e5%81%bf%e8%bf%98%e5%9b%9b%e5%8d%81%e5%b9%b4%e6%8a%80%e6%9c%af%e5%80%ba\/","title":{"rendered":"AI\u65e5\u62a5 \u00b7 \u56fd\u9645\u8d44\u8baf\uff5c 2026\u5e7411\u670805\u65e5"},"content":{"rendered":"<p>AI \u65b0\u95fb\u96f7\u8fbe \u00b7 2026\u5e7411\u670805\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 AI \u6b63\u8feb\u4f7f\u4f01\u4e1a\u507f\u8fd8\u56db\u5341\u5e74\u6280\u672f\u503a<\/h3>\n<p>Hacker News \u4e0a\u4e00\u6761\u9898\u4e3a\u201cAI is forcing us to pay off 40 years of technical debt\u201d\u7684\u8ba8\u8bba\u5e16\u83b7\u5f97 1066 \u5206\u3001633 \u6761\u8bc4\u8bba\u3002\u5e16\u5b50\u6307\u5411\u300aIEEE Spectrum\u300b\u4e00\u7bc7\u5173\u4e8e\u7f51\u7edc\u5b89\u5168\u4e0e php2shell \u6f0f\u6d1e\u7684\u6587\u7ae0\uff0c\u8ba8\u8bba\u56f4\u7ed5 AI \u843d\u5730\u66b4\u9732\u51fa\u957f\u671f\u79ef\u7d2f\u7684\u7cfb\u7edf\u4e0e\u5b89\u5168\u6b20\u8d26\u3002\u5f53\u524d\u4ec5\u6709\u6807\u9898\u4e0e\u8ba8\u8bba\u7edf\u8ba1\uff0c\u5177\u4f53\u6848\u4f8b\u7ec6\u8282\u672a\u6838\u5b9e\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u53cd\u6620 AI \u5e94\u7528\u63a8\u8fdb\u4e2d\u5bf9\u9057\u7559\u6280\u672f\u503a\u4e0e\u5b89\u5168\u95ee\u9898\u7684\u96c6\u4e2d\u5173\u6ce8\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u8bc4\u8bba 633 \u00b7 \u79ef\u5206 1,066\uff1b\u9605\u8bfb\u4e0e\u6536\u85cf\u672a\u516c\u5f00\uff1b\u5019\u9009\u6309\u8bc4\u8bba\u6570\u3001\u79ef\u5206\u6392\u5e8f<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a7\/10<\/small><\/p>\n<ul>\n<li>Hacker News \u00b7 <a href=\"https:\/\/news.ycombinator.com\/item?id=50364336\" target=\"_blank\" rel=\"noopener noreferrer\">AI is forcing us to pay off 40 years of technical debt<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-04 \u00b7 <a href=\"https:\/\/spectrum.ieee.org\/ai-in-cybersecurity-php2shell-vulnerability\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>2 \u00b7 Reddit \u8ba8\u8bba\u79f0 Kimi-K3.1-Pro \u5df2\u5f00\u653e\u6743\u91cd<\/h3>\n<p>Reddit \u7684 r\/LocalLLaMA \u677f\u5757\u51fa\u73b0\u4e00\u6761\u5e16\u5b50\uff0c\u6807\u9898\u79f0 Kimi-K3.1-Pro \u5df2\u5f00\u653e\u6743\u91cd\uff0c\u4f4d\u5217\u8be5\u677f\u5757\u70ed\u95e8\u5217\u8868\u7b2c\u4e00\u3002\u73b0\u6709 RSS \u8d44\u6599\u4ec5\u542b\u6807\u9898\u4e0e\u63d0\u4ea4\u4fe1\u606f\uff0c\u6ca1\u6709\u6a21\u578b\u53c2\u6570\u3001\u8bb8\u53ef\u6761\u6b3e\u6216\u5b98\u65b9\u53d1\u5e03\u8bf4\u660e\uff0c\u5f00\u653e\u6743\u91cd\u8bf4\u6cd5\u5c1a\u5f85\u539f\u59cb\u6765\u6e90\u786e\u8ba4\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u5f00\u653e\u6743\u91cd\u6a21\u578b\u52a8\u5411\u53d7\u672c\u5730\u90e8\u7f72\u4e0e AI \u5de5\u5177\u5f00\u53d1\u8005\u5173\u6ce8\uff0c\u4f46\u8d44\u6599\u4e0d\u8db3\uff0c\u4fe1\u606f\u9700\u8981\u6838\u5b9e\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u5e73\u53f0\u699c\u5355\u5019\u9009\u7b2c 1 \u4f4d\uff1b\u91cf\u5316\u63a5\u53e3\u4e0d\u53ef\u7528\uff0c\u6cbf\u7528 Reddit Top \u5217\u8868\uff1b\u9605\u8bfb\u3001\u6536\u85cf\u3001\u8bc4\u8bba\u7edf\u8ba1\u672a\u53d6\u5f97<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a5\/10<\/small><\/p>\n<ul>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xnrhvb\/kimik31pro_is_now_openweights\/\" target=\"_blank\" rel=\"noopener noreferrer\">Kimi-K3.1-Pro is now open-weights<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>3 \u00b7 \u817e\u8baf\u53d1\u5e03\u65d7\u8230\u6a21\u578b Hy4\uff0c\u79f0\u6027\u80fd\u4f4d\u5c45\u5f00\u6e90\u6a21\u578b\u524d\u5217<\/h3>\n<p>Telegram \u9891\u9053 @testingcatalog \u79f0\uff0c\u817e\u8baf\u53d1\u5e03\u65b0\u65d7\u8230\u6a21\u578b Hy4\uff0c\u5e76\u79f0\u5176\u5728\u57fa\u51c6\u6d4b\u8bd5\u4e0a\u7684\u6027\u80fd\u4f4d\u4e8e\u5934\u90e8\u5f00\u6e90\u6a21\u578b\u4e4b\u5217\u3002\u8be5\u6a21\u578b\u5df2\u5728\u817e\u8baf\u4e91\u3001OpenRouter\u3001CodeBuddy\u3001WorkBuddy \u548c Hy AI Studio \u4e0a\u7ebf\u3002\u5e16\u6587\u5f15\u8ff0\u79f0\uff0c\u817e\u8baf\u8ba1\u5212\u5f00\u6e90 Hy4 \u7684\u6a21\u578b\u6743\u91cd\uff0c\u5e76\u4e0e vLLM\uff08Inferact Inc.\uff09\u548c SGLang \u793e\u533a\u5408\u4f5c\u63d0\u4f9b\u751f\u6001\u652f\u6301\uff1b\u6743\u91cd\u53d1\u5e03\u65f6\u8fd8\u5c06\u516c\u5e03\u7cfb\u7edf\u5361\uff0c\u8bf4\u660e\u5b89\u5168\u8bc4\u4f30\u548c\u66f4\u591a\u6280\u672f\u7ec6\u8282\u3002\u76ee\u524d\u5f00\u653e\u6743\u91cd\u5c1a\u672a\u53d1\u5e03\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u817e\u8baf\u65d7\u8230\u6a21\u578b\u4e0a\u7ebf\u5e76\u627f\u8bfa\u540e\u7eed\u5f00\u653e\u6743\u91cd\uff0c\u662f\u5f00\u6e90\u6a21\u578b\u751f\u6001\u7684\u91cd\u8981\u52a8\u5411\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u9605\u8bfb \/ \u66dd\u5149 916\uff1b\u9891\u9053\u9875\u9762\u9605\u8bfb 916\uff1b\u7f29\u5199\u503c\u4e3a\u8fd1\u4f3c\u6570\uff0c\u6536\u85cf\u4e0e\u8bc4\u8bba\u603b\u91cf\u672a\u53d6\u5f97<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a8\/10<\/small><\/p>\n<ul>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9863\" target=\"_blank\" rel=\"noopener noreferrer\">Tencent released Hy4, its new flagship model with performance among the top open models on benchmarks. Hy4 is\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>4 \u00b7 GitHub \u70ed\u95e8\u9879\u76ee rea\uff1a\u7528\u667a\u80fd\u4f53\u9006\u5411\u5206\u6790\u5e94\u7528\u4e0e\u539f\u751f\u4e8c\u8fdb\u5236<\/h3>\n<p>GitHub \u4ed3\u5e93 morluto\/rea \u5c06\u81ea\u5df1\u5b9a\u4f4d\u4e3a\u201c\u7528\u667a\u80fd\u4f53\u9006\u5411\u5206\u6790\u4efb\u4f55\u4e1c\u897f\u201d\uff0c\u8303\u56f4\u4ece\u5e94\u7528\u884c\u4e3a\u4e00\u76f4\u5230\u539f\u751f\u4e8c\u8fdb\u5236\uff0c\u4ed3\u5e93\u6807\u7b7e\u6db5\u76d6 AI\u3001\u667a\u80fd\u4f53\u6280\u80fd\u3001Android\u3001Rust\u3001\u5b89\u5168\u7b49\u3002\u9875\u9762\u663e\u793a\u5176\u5f53\u524d\u603b Star \u7ea6 43.1 \u4e07\uff0c\u7edf\u8ba1\u53e3\u5f84\u4e3a\u4ed3\u5e93\u603b Star\uff0c\u5e76\u975e\u5f53\u65e5\u65b0\u589e\uff1b\u9879\u76ee\u6700\u8fd1\u4e00\u6b21\u63a8\u9001\u65f6\u95f4\u4e3a 2026 \u5e74 11 \u6708 4 \u65e5\u3002\u73b0\u6709\u8d44\u6599\u4ec5\u6765\u81ea\u4ed3\u5e93\u5143\u6570\u636e\uff0c\u672a\u63d0\u4f9b\u5177\u4f53\u529f\u80fd\u8bf4\u660e\u6216\u4f7f\u7528\u6548\u679c\u9a8c\u8bc1\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u8be5\u4ed3\u5e93\u5c55\u793a\u4e86\u201c\u667a\u80fd\u4f53 + \u9006\u5411\u5de5\u7a0b\u201d\u8fd9\u4e00\u5b89\u5168\u5de5\u5177\u65b9\u5411\uff0c\u9002\u5408\u5173\u6ce8 AI \u5de5\u5177\u843d\u5730\u8fb9\u754c\u7684\u4eba\u4e86\u89e3\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>Star 431,048\uff1b\u5f53\u524d\u603b Star\uff0c\u975e\u5f53\u65e5\u6da8\u661f\uff1b\u9650\u8bbe\u5b9a\u65f6\u95f4\u5185\u6709\u66f4\u65b0\u7684\u4ed3\u5e93<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a6\/10<\/small><\/p>\n<ul>\n<li>GitHub \u00b7 <a href=\"https:\/\/github.com\/morluto\/rea\" target=\"_blank\" rel=\"noopener noreferrer\">morluto\/rea<\/a> \u00b7 GitHub \u5b98\u65b9\u4ed3\u5e93\u641c\u7d22 \/ Star \u7edf\u8ba1 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>5 \u00b7 Geoffrey Hinton\uff1a\u4e5f\u8bb8\u6ca1\u6709 AI \u6211\u4eec\u4f1a\u66f4\u597d<\/h3>\n<p>Hacker News \u4e0a\u4e00\u6761\u5e16\u6587\u5f15\u7528\u300a\u536b\u62a5\u300b\u62a5\u9053\uff0c\u79f0\u201cAI \u6559\u7236\u201dGeoffrey Hinton \u8868\u793a\uff0c\u6700\u7ec8\u7ed3\u679c\u53ef\u80fd\u8868\u660e\u4eba\u7c7b\u6ca1\u6709 AI \u4f1a\u8fc7\u5f97\u66f4\u597d\u3002\u8be5\u8ba8\u8bba\u83b7\u5f97 297 \u5206\u3001293 \u6761\u8bc4\u8bba\u3002\u8d44\u6599\u4ec5\u63d0\u4f9b\u6807\u9898\u4e0e\u8ba8\u8bba\u7edf\u8ba1\uff0cHinton \u7684\u5177\u4f53\u8bba\u8ff0\u4e0e\u8bed\u5883\u672a\u6838\u5b9e\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>AI \u9886\u57df\u91cd\u8981\u4eba\u7269\u5bf9\u6280\u672f\u5f71\u54cd\u7684\u8d1f\u9762\u5224\u65ad\uff0c\u5bb9\u6613\u5f15\u53d1\u884c\u4e1a\u8ba8\u8bba\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u8bc4\u8bba 293 \u00b7 \u79ef\u5206 297\uff1b\u9605\u8bfb\u4e0e\u6536\u85cf\u672a\u516c\u5f00\uff1b\u5019\u9009\u6309\u8bc4\u8bba\u6570\u3001\u79ef\u5206\u6392\u5e8f<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a7\/10<\/small><\/p>\n<ul>\n<li>Hacker News \u00b7 <a href=\"https:\/\/news.ycombinator.com\/item?id=50363554\" target=\"_blank\" rel=\"noopener noreferrer\">Geoffrey Hinton: it might turn out we were better off without AI<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-04 \u00b7 <a href=\"https:\/\/www.theguardian.com\/uk-news\/2026\/nov\/03\/ai-godfather-geoffrey-hinton-better-off-without-ai\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>6 \u00b7 \u5f00\u53d1\u8005\u5c06 Gemma MoE \u6a21\u578b\u6743\u91cd\u88c1\u526a 85% \u540e\u4ecd\u53ef\u5b8c\u6210\u5355\u4e00\u5206\u7c7b\u4efb\u52a1<\/h3>\n<p>Reddit \u7528\u6237\u79f0\u5c06 Gemma 4 26B-A4B \u7684 MoE \u6743\u91cd\u88c1\u526a\u81f3\u539f\u5927\u5c0f\u7684 15%\uff0c\u4fdd\u7559\u6bcf\u5c42 8 \u4e2a\u4e13\u5bb6\uff0c\u6a21\u578b\u53d8\u4e3a 3.81B \u53c2\u6570\u7684\u7a20\u5bc6\u6a21\u578b\uff0cQ4_K_M \u91cf\u5316\u540e\u7ea6 2.75GB\u3002\u5728\u4f5c\u8005\u81ea\u6709\u7684\u4e00\u4e2a\u5206\u7c7b\u4efb\u52a1\u4e0a\uff0c\u88c1\u526a\u7248\u4e0e\u539f\u59cb\u6a21\u578b\u7684\u4e00\u81f4\u7387\u4e3a 92%\uff0c\u800c 12B \u7248\u4e0e 26B \u7248\u7684\u4e00\u81f4\u7387\u4e3a 90%\u3002\u4f5c\u8005\u79f0\u5176\u5728 Mac \u4e0a\u8fbe\u5230 79 tokens\/s\uff0c\u5185\u5b58\u7ea6 3.8GB\uff1b\u8be5\u65b9\u6cd5\u9762\u5411\u5355\u4e00\u5e94\u7528\uff0c\u901a\u7528\u77e5\u8bc6\u4e0e\u4efb\u52a1\u80fd\u529b\u4f1a\u53d7\u635f\u3002\u76f8\u5173\u8bbe\u5907\u7aef\u8bad\u7ec3\u8bbe\u60f3\u5c1a\u672a\u5728\u771f\u5b9e\u7528\u6237\u8bbe\u5907\u9a8c\u8bc1\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u5c55\u793a\u4e86\u5927\u5e45\u538b\u7f29 MoE \u6a21\u578b\u5728\u7279\u5b9a\u4efb\u52a1\u4e0a\u4fdd\u7559\u80fd\u529b\u7684\u53ef\u80fd\uff0c\u5bf9\u7aef\u4fa7 AI \u90e8\u7f72\u6709\u53c2\u8003\u4ef7\u503c\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u5e73\u53f0\u699c\u5355\u5019\u9009\u7b2c 3 \u4f4d\uff1b\u91cf\u5316\u63a5\u53e3\u4e0d\u53ef\u7528\uff0c\u6cbf\u7528 Reddit Top \u5217\u8868\uff1b\u9605\u8bfb\u3001\u6536\u85cf\u3001\u8bc4\u8bba\u7edf\u8ba1\u672a\u53d6\u5f97<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a7\/10<\/small><\/p>\n<ul>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xnoqyy\/i_removed_85_of_gemmas_weights_and_it_is_mostly\/\" target=\"_blank\" rel=\"noopener noreferrer\">I removed 85% of gemma&#8217;s weights (and it is mostly fine)<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>7 \u00b7 OpenAI \u6536\u8d2d Pierre Computer Company\uff0c\u52a0\u7801 Codex \u5f00\u53d1\u5de5\u5177<\/h3>\n<p>Telegram \u9891\u9053 @testingcatalog \u79f0\uff0cOpenAI \u5df2\u6536\u8d2d Pierre Computer Company\uff0c\u540e\u8005\u5f00\u53d1\u4e86 Code Storage \u53ca\u5f00\u6e90\u5f00\u53d1\u5de5\u5177\u3002\u5e16\u6587\u79f0\uff0cPierre \u56e2\u961f\u5c06\u6295\u5165 Codex \u7684\u65b0 Git \u5de5\u4f5c\u6d41\u548c\u5f00\u53d1\u8005\u5de5\u5177\u3002\u5f15\u8ff0\u8868\u8ff0\u79f0\uff0c\u76ee\u6807\u662f\u8ba9 Codex \u628a\u4f01\u4e1a\u4ea4\u4ed8\u7684\u4ee3\u7801\u4e0e\u5176\u4eba\u5458\u51b3\u7b56\u8fde\u63a5\u8d77\u6765\u3002\u8d44\u6599\u672a\u62ab\u9732\u4ea4\u6613\u91d1\u989d\u3001\u4ea4\u5272\u6761\u4ef6\u7b49\u7ec6\u8282\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>OpenAI \u901a\u8fc7\u6536\u8d2d\u8865\u5f3a\u4ee3\u7801\u6258\u7ba1\u4e0e\u534f\u4f5c\u80fd\u529b\uff0c\u53ef\u80fd\u5f71\u54cd AI \u7f16\u7a0b\u5de5\u5177\u7ade\u4e89\u683c\u5c40\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u9605\u8bfb \/ \u66dd\u5149 812\uff1b\u9891\u9053\u9875\u9762\u9605\u8bfb 812\uff1b\u7f29\u5199\u503c\u4e3a\u8fd1\u4f3c\u6570\uff0c\u6536\u85cf\u4e0e\u8bc4\u8bba\u603b\u91cf\u672a\u53d6\u5f97<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a7\/10<\/small><\/p>\n<ul>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9867\" target=\"_blank\" rel=\"noopener noreferrer\">OpenAI \u2764\ufe0f PierreOpenAI acquired Pierre Computer Company, the company that developed Code Storage and open sour\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>8 \u00b7 openclaw\/openclaw \u4e3b\u6253\u201c\u771f\u6b63\u80fd\u505a\u4e8b\u201d\u7684\u8de8\u5e73\u53f0 AI \u52a9\u624b<\/h3>\n<p>GitHub \u4ed3\u5e93 openclaw\/openclaw \u7684\u7b80\u4ecb\u79f0\u5176\u4e3a\u201c\u771f\u6b63\u80fd\u505a\u4e8b\u7684 AI\u201d\uff0c\u652f\u6301\u4efb\u610f\u64cd\u4f5c\u7cfb\u7edf\u4e0e\u5e73\u53f0\uff0c\u5e76\u5f3a\u8c03\u201c\u81ea\u5df1\u638c\u63e1\u6570\u636e\u201d\u7684\u4e2a\u4eba\u52a9\u624b\u5b9a\u4f4d\u3002\u8be5\u4ed3\u5e93\u6807\u7b7e\u5305\u62ec AI\u3001\u52a9\u624b\u3001\u4e2a\u4eba\u6570\u636e\u81ea\u4e3b\u7b49\uff0c\u9875\u9762\u663e\u793a\u5f53\u524d\u603b Star \u7ea6 39.4 \u4e07\uff1b\u8fd9\u4e00\u6570\u5b57\u662f\u4ed3\u5e93\u7d2f\u8ba1 Star\uff0c\u5e76\u975e\u8fd1\u671f\u6da8\u661f\u3002\u9879\u76ee\u6700\u8fd1\u63a8\u9001\u65f6\u95f4\u4e3a 2026 \u5e74 11 \u6708 5 \u65e5\u3002\u73b0\u6709\u8d44\u6599\u6ca1\u6709\u62ab\u9732\u5177\u4f53\u80fd\u529b\u8bc4\u6d4b\u6216\u4ea7\u54c1\u7ec6\u8282\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u8de8\u5e73\u53f0\u4e2a\u4eba AI \u52a9\u624b\u662f AI \u5de5\u5177\u4e0e\u6570\u636e\u81ea\u4e3b\u8bdd\u9898\u7684\u4ea4\u6c47\u70b9\uff0c\u4f46\u73b0\u6709\u4fe1\u606f\u4e0d\u8db3\u4ee5\u5224\u65ad\u5b9e\u9645\u80fd\u529b\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>Star 393,920\uff1b\u5f53\u524d\u603b Star\uff0c\u975e\u5f53\u65e5\u6da8\u661f\uff1b\u9650\u8bbe\u5b9a\u65f6\u95f4\u5185\u6709\u66f4\u65b0\u7684\u4ed3\u5e93<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a6\/10<\/small><\/p>\n<ul>\n<li>GitHub \u00b7 <a href=\"https:\/\/github.com\/openclaw\/openclaw\" target=\"_blank\" rel=\"noopener noreferrer\">openclaw\/openclaw<\/a> \u00b7 GitHub \u5b98\u65b9\u4ed3\u5e93\u641c\u7d22 \/ Star \u7edf\u8ba1 \u00b7 2026-11-05<\/li>\n<\/ul>\n<h3>9 \u00b7 HN \u8ba8\u8bba\uff1a\u5927\u5bb6\u76ee\u524d\u7684 AI \u667a\u80fd\u4f53\u914d\u7f6e\u662f\u4ec0\u4e48<\/h3>\n<p>Hacker News \u4e00\u6761 \u201cAsk HN\u201d \u5e16\u6587\u5f81\u96c6\u7528\u6237\u7684\u65e5\u5e38 AI \u667a\u80fd\u4f53\u914d\u7f6e\uff0c\u95ee\u9898\u6db5\u76d6\u4ed8\u8d39\u8ba2\u9605\uff08Claude\u3001ChatGPT\/Codex\u3001Cursor \u7b49\uff09\u3001API \u4e0e\u672c\u5730\u6a21\u578b\u3001\u7f16\u7801\u5de5\u5177\u4e0e\u66ff\u4ee3\u754c\u9762\u3001\u667a\u80fd\u4f53\u7f16\u6392\u6216 swarm \u5de5\u5177\uff0c\u4ee5\u53ca OpenClaw\u3001Hermes Agent \u7b49\u5e73\u53f0\u7684\u4f7f\u7528\u573a\u666f\u3002\u8be5\u8ba8\u8bba\u83b7\u5f97 118 \u5206\u3001140 \u6761\u8bc4\u8bba\u3002\u8d44\u6599\u4e3a\u63d0\u95ee\u539f\u6587\uff0c\u672a\u5305\u542b\u56de\u590d\u5185\u5bb9\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u96c6\u4e2d\u53cd\u6620\u5f00\u53d1\u8005\u4f7f\u7528 AI \u667a\u80fd\u4f53\u5de5\u5177\u4e0e\u4ed8\u8d39\u65b9\u5f0f\u7684\u73b0\u72b6\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u8bc4\u8bba 140 \u00b7 \u79ef\u5206 118\uff1b\u9605\u8bfb\u4e0e\u6536\u85cf\u672a\u516c\u5f00\uff1b\u5019\u9009\u6309\u8bc4\u8bba\u6570\u3001\u79ef\u5206\u6392\u5e8f<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a6\/10<\/small><\/p>\n<ul>\n<li>Hacker News \u00b7 <a href=\"https:\/\/news.ycombinator.com\/item?id=50366117\" target=\"_blank\" rel=\"noopener noreferrer\">Ask HN: What&#8217;s your current AI agentic setup?<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>10 \u00b7 OpenRouter \u5355\u65e5 27 \u4e07\u4ebf token \u4e2d DeepSeek \u5360 53%\uff0c\u5f00\u6e90\u6743\u91cd\u6a21\u578b\u5b9e\u9a8c\u5ba4\u5408\u8ba1\u8d85 75%<\/h3>\n<p>Reddit r\/LocalLLaMA \u4e00\u5219\u5e16\u5b50\u63f4\u5f15 dirac.run \u7684\u5b9e\u9a8c\u5ba4\u5e02\u573a\u4efd\u989d\u9875\u9762\u79f0\uff0cOpenRouter \u524d\u4e00\u65e5\u603b\u8ba1 27 \u4e07\u4ebf token \u4e2d\uff0cDeepSeek \u5355\u72ec\u5360 53%\uff0c\u5f00\u6e90\u6743\u91cd\u6a21\u578b\u5b9e\u9a8c\u5ba4\u5408\u8ba1\u5360\u6bd4\u8d85\u8fc7 75%\u3002\u8be5\u6570\u636e\u6765\u81ea\u7b2c\u4e09\u65b9\u7edf\u8ba1\u9875\u9762\uff0c\u5e16\u5b50\u672a\u7ed9\u51fa\u7edf\u8ba1\u53e3\u5f84\u4e0e\u65b9\u6cd5\u7ec6\u8282\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u53cd\u6620\u5f00\u6e90\u6743\u91cd\u6a21\u578b\u5728\u7b2c\u4e09\u65b9 API \u805a\u5408\u5e73\u53f0\u4e0a\u7684\u8c03\u7528\u4efd\u989d\u53d8\u5316\uff0c\u503c\u5f97\u8ddf\u8e2a\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u5e73\u53f0\u699c\u5355\u5019\u9009\u7b2c 6 \u4f4d\uff1b\u91cf\u5316\u63a5\u53e3\u4e0d\u53ef\u7528\uff0c\u6cbf\u7528 Reddit Top \u5217\u8868\uff1b\u9605\u8bfb\u3001\u6536\u85cf\u3001\u8bc4\u8bba\u7edf\u8ba1\u672a\u53d6\u5f97<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a6\/10<\/small><\/p>\n<ul>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xnz8ct\/deepseek_alone_accounted_for_53_of_all_27\/\" target=\"_blank\" rel=\"noopener noreferrer\">Deepseek alone accounted for 53% of all (27 trillion) tokens on Openrouter yesterday. Open-weights labs totaling over 75% now<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>11 \u00b7 Grok Bot \u5728\u7f8e\u56fd\u90e8\u5206\u5dde\u4e0a\u7ebf\u62e8\u6253\u7535\u8bdd\u529f\u80fd<\/h3>\n<p>Telegram \u9891\u9053 @testingcatalog \u7684\u5e16\u6587\u79f0\uff0cGrok Bot \u73b0\u5728\u53ef\u4ee5\u5728\u7f8e\u56fd\u62e8\u6253\u7535\u8bdd\u3002\u5f53\u524d\u8be5\u529f\u80fd\u4ec5\u9762\u5411\u7f8e\u56fd\u7528\u6237\uff0c\u4e14\u6392\u9664\u534e\u76db\u987f\u5dde\u548c\u4f0a\u5229\u8bfa\u4f0a\u5dde\uff1b\u62e8\u6253\u5bf9\u8c61\u4e5f\u9650\u4e8e\u4e0a\u8ff0\u76f8\u540c\u533a\u57df\u5185\u7684\u7f8e\u56fd\u53f7\u7801\u3002\u5e16\u6587\u4f5c\u8005\u8868\u793a\u81ea\u5df1\u672a\u8fdb\u884c\u6d4b\u8bd5\uff0c\u5e76\u4ee5\u89c2\u5bdf\u53e3\u543b\u63d0\u53ca\u6b64\u4e8b\u3002\u8d44\u6599\u672a\u8bf4\u660e\u8be5\u529f\u80fd\u7684\u5177\u4f53\u5165\u53e3\u3001\u8d44\u8d39\u6216\u5168\u9762\u5f00\u653e\u65f6\u95f4\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>AI \u52a9\u624b\u4ece\u6587\u672c\u4ea4\u4e92\u6269\u5c55\u5230\u7535\u8bdd\u547c\u53eb\uff0c\u6d89\u53ca\u5b9e\u9645\u901a\u4fe1\u573a\u666f\u4e0e\u5730\u57df\u5408\u89c4\u9650\u5236\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u9605\u8bfb \/ \u66dd\u5149 716\uff1b\u9891\u9053\u9875\u9762\u9605\u8bfb 716\uff1b\u7f29\u5199\u503c\u4e3a\u8fd1\u4f3c\u6570\uff0c\u6536\u85cf\u4e0e\u8bc4\u8bba\u603b\u91cf\u672a\u53d6\u5f97<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a5\/10<\/small><\/p>\n<ul>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9869\" target=\"_blank\" rel=\"noopener noreferrer\">SPACEXSI \ud83d\udd25: Grok Bot can now make phone calls in the US!&gt; Right now, calling only works for users in the US (e\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>12 \u00b7 DeepSeek \u5f00\u6e90\u4ed3\u5e93 deepseek-harness \u5f3a\u8c03\u201c\u4e00\u5207\u7686\u63d2\u4ef6\u201d<\/h3>\n<p>GitHub \u4ed3\u5e93 deepseek-ai\/deepseek-harness \u7684\u7b80\u4ecb\u4e3a\u201cEverything is a Plugin\u201d\uff0c\u6807\u7b7e\u6d89\u53ca AI \u667a\u80fd\u4f53\u3001cordis \u4e0e dsh-plugin\u3002\u9875\u9762\u663e\u793a\u5176\u5f53\u524d\u603b Star \u7ea6 27.3 \u4e07\uff0c\u8be5\u7edf\u8ba1\u662f\u4ed3\u5e93\u7d2f\u8ba1 Star\uff0c\u5e76\u975e\u5f53\u65e5\u65b0\u589e\u3002\u4ed3\u5e93\u6700\u8fd1\u63a8\u9001\u65f6\u95f4\u4e3a 2026 \u5e74 11 \u6708 4 \u65e5\u3002\u73b0\u6709\u8d44\u6599\u4ec5\u5305\u542b\u4ed3\u5e93\u5143\u6570\u636e\uff0c\u672a\u8bf4\u660e harness \u7684\u5177\u4f53\u67b6\u6784\u3001\u6a21\u578b\u652f\u6301\u8303\u56f4\u6216\u53d1\u5e03\u72b6\u6001\uff0c\u4e0d\u80fd\u636e\u6b64\u5224\u65ad\u4ea7\u54c1\u6210\u719f\u5ea6\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>DeepSeek \u76f8\u5173\u7684\u667a\u80fd\u4f53\u63d2\u4ef6\u5316\u6846\u67b6\u53d7\u5230\u5173\u6ce8\uff0c\u4f46\u8d44\u6599\u53ea\u591f\u786e\u8ba4\u4ed3\u5e93\u5b58\u5728\u4e0e\u5b9a\u4f4d\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>Star 272,623\uff1b\u5f53\u524d\u603b Star\uff0c\u975e\u5f53\u65e5\u6da8\u661f\uff1b\u9650\u8bbe\u5b9a\u65f6\u95f4\u5185\u6709\u66f4\u65b0\u7684\u4ed3\u5e93<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a5\/10<\/small><\/p>\n<ul>\n<li>GitHub \u00b7 <a href=\"https:\/\/github.com\/deepseek-ai\/deepseek-harness\" target=\"_blank\" rel=\"noopener noreferrer\">deepseek-ai\/deepseek-harness<\/a> \u00b7 GitHub \u5b98\u65b9\u4ed3\u5e93\u641c\u7d22 \/ Star \u7edf\u8ba1 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>13 \u00b7 YC \u5408\u4f19\u4eba Garry Tan \u6bcf\u5e74\u6700\u591a\u82b1 20 \u4e07\u7f8e\u5143\u8d2d\u4e70 token<\/h3>\n<p>Hacker News \u4e0a\u4e00\u6761\u5e16\u6587\u5f15\u7528 TechCrunch \u62a5\u9053\u79f0\uff0cY Combinator \u7684 Garry Tan \u5927\u91cf\u4f7f\u7528 AI \u667a\u80fd\u4f53\uff0c\u6bcf\u5e74\u5728 token \u4e0a\u7684\u652f\u51fa\u6700\u9ad8\u53ef\u8fbe 20 \u4e07\u7f8e\u5143\u3002\u8be5\u8ba8\u8bba\u83b7\u5f97 65 \u5206\u300175 \u6761\u8bc4\u8bba\u3002\u8d44\u6599\u4ec5\u63d0\u4f9b\u6807\u9898\u4e0e\u8ba8\u8bba\u7edf\u8ba1\uff0c\u5177\u4f53\u8ba2\u9605\u4e0e\u4f7f\u7528\u65b9\u5f0f\u672a\u6838\u5b9e\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u4ee5\u5177\u4f53\u652f\u51fa\u6570\u5b57\u5448\u73b0 AI \u667a\u80fd\u4f53\u91cd\u5ea6\u4f7f\u7528\u8005\u7684\u6210\u672c\u7ed3\u6784\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u8bc4\u8bba 75 \u00b7 \u79ef\u5206 65\uff1b\u9605\u8bfb\u4e0e\u6536\u85cf\u672a\u516c\u5f00\uff1b\u5019\u9009\u6309\u8bc4\u8bba\u6570\u3001\u79ef\u5206\u6392\u5e8f<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a6\/10<\/small><\/p>\n<ul>\n<li>Hacker News \u00b7 <a href=\"https:\/\/news.ycombinator.com\/item?id=50366971\" target=\"_blank\" rel=\"noopener noreferrer\">YC&#8217;s Garry Tan uses AI agents so much, he spends up to $200K a year on tokens<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-04 \u00b7 <a href=\"https:\/\/techcrunch.com\/2026\/11\/02\/y-combinators-garry-tan-uses-ai-agents-so-much-he-spends-up-to-200k-a-year-on-tokens\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>14 \u00b7 \u5b57\u8282\u5f00\u6e90\u667a\u80fd\u4f53\u57fa\u7840\u6a21\u578b Axion 1.0-35B\uff0c\u516c\u5e03\u5b8c\u6574\u8bad\u7ec3\u914d\u65b9<\/h3>\n<p>Reddit \u5e16\u5b50\u4ecb\u7ecd Hugging Face \u4e0a\u7684 Axion 1.0-35B\uff0c\u79f0\u5176\u4e3a\u5b8c\u5168\u5f00\u653e\u7684\u667a\u80fd\u4f53\u57fa\u7840\u6a21\u578b\uff0c\u8bad\u7ec3\u4ec5\u5305\u62ec\u4e24\u4e2a\u8f7b\u91cf\u76d1\u7763\u5fae\u8c03\u9636\u6bb5\u548c\u5f3a\u5316\u5b66\u4e60\uff0c\u4e0d\u542b\u4e13\u95e8\u4e2d\u95f4\u8bad\u7ec3\u3001DPO \u6216\u540c\u7b56\u7565\u84b8\u998f\u3002\u4f5c\u8005\u79f0\u5176\u5728\u4e00\u7cfb\u5217\u667a\u80fd\u4f53\u57fa\u51c6\u4e0a\u8868\u73b0\u8f83\u5f3a\uff0c\u5e76\u5728\u90e8\u5206\u57fa\u51c6\u4e0a\u4e0e\u9886\u5148\u5546\u4e1a\u6a21\u578b\u63a5\u8fd1\uff1b\u540c\u65f6\u516c\u5f00\u6570\u636e\u6784\u5efa\u3001\u8fc7\u6ee4\u3001\u9a8c\u8bc1\u3001\u63d0\u793a\u8bcd\u4e0e\u8bad\u7ec3\u4ee3\u7801\u3002\u5e16\u5b50\u9644 arXiv\u3001GitHub\u3001\u6570\u636e\u96c6\u4e0e\u9879\u76ee\u9875\u94fe\u63a5\uff0c\u5177\u4f53\u6307\u6807\u9700\u67e5\u9605\u8bba\u6587\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u5f00\u6e90\u667a\u80fd\u4f53\u6a21\u578b\u540c\u65f6\u516c\u5f00\u5b8c\u6574\u8bad\u7ec3\u914d\u65b9\u548c\u6570\u636e\u6d41\u7a0b\uff0c\u6709\u5229\u4e8e\u590d\u73b0\u7814\u7a76\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u5e73\u53f0\u699c\u5355\u5019\u9009\u7b2c 7 \u4f4d\uff1b\u91cf\u5316\u63a5\u53e3\u4e0d\u53ef\u7528\uff0c\u6cbf\u7528 Reddit Top \u5217\u8868\uff1b\u9605\u8bfb\u3001\u6536\u85cf\u3001\u8bc4\u8bba\u7edf\u8ba1\u672a\u53d6\u5f97<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a7\/10<\/small><\/p>\n<ul>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xnjiu4\/axion10axion1035b_hugging_face\/\" target=\"_blank\" rel=\"noopener noreferrer\">Axion1-0\/Axion-1.0-35B \u00b7 Hugging Face<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>15 \u00b7 \u4f20 OpenAI \u6216\u5c06\u672c\u5468\u4e94\u53d1\u5e03 GPT-6.2 Astra \u4e0e Sol<\/h3>\n<p>Telegram \u9891\u9053 @testingcatalog \u63f4\u5f15 The Information \u79f0\uff0cOpenAI \u6700\u5feb\u53ef\u80fd\u5728\u672c\u5468\u4e94\u53d1\u5e03\u4e0b\u4e00\u4ee3 GPT \u6a21\u578b Astra \u548c Sol\uff0c\u4f46\u4e5f\u63d0\u5230\u53d1\u5e03\u53ef\u80fd\u5ef6\u671f\u3002\u8be5\u9891\u9053\u53e6\u79f0\uff0cGPT-6.2 Astra \u4e0e GPT-6.2 Sol \u5df2\u51fa\u73b0\u5728 Google Cloud Console \u914d\u989d\u9875\u9762\u3002\u4e0a\u8ff0\u5747\u4e3a\u4f20\u95fb\u4e0e\u9875\u9762\u7ebf\u7d22\uff0cOpenAI \u5c1a\u672a\u786e\u8ba4\u53d1\u5e03\u65f6\u95f4\u4e0e\u4ea7\u54c1\u7ec6\u8282\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u6d89\u53ca OpenAI \u4e0b\u4e00\u4ee3\u6a21\u578b\u52a8\u5411\uff0c\u4f46\u4fe1\u606f\u4ecd\u5c5e\u4f20\u95fb\uff0c\u9700\u7b49\u5f85\u5b98\u65b9\u786e\u8ba4\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u9605\u8bfb \/ \u66dd\u5149 663\uff1b\u9891\u9053\u9875\u9762\u9605\u8bfb 663\uff1b\u7f29\u5199\u503c\u4e3a\u8fd1\u4f3c\u6570\uff0c\u6536\u85cf\u4e0e\u8bc4\u8bba\u603b\u91cf\u672a\u53d6\u5f97<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a7\/10<\/small><\/p>\n<ul>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9870\" target=\"_blank\" rel=\"noopener noreferrer\">OPENAI \ud83d\udd25: According to The Information, OpenAI may release next generation of GPT Sol and Astra as soon as thi\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-04<\/li>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9878\" target=\"_blank\" rel=\"noopener noreferrer\">BREAKING \ud83d\udd25: GPT-6.2 Astra and GPT-6.2 Sol have been spotted on the Google Cloud Console quotas page!They are i\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>16 \u00b7 NousResearch \u7684 hermes-agent \u4ed3\u5e93\u5b9a\u4f4d\u4e3a\u4f34\u968f\u5f0f AI \u667a\u80fd\u4f53<\/h3>\n<p>GitHub \u4ed3\u5e93 NousResearch\/hermes-agent \u7684\u7b80\u4ecb\u662f\u201cThe agent that grows with you\u201d\uff0c\u6807\u7b7e\u8986\u76d6 AI \u667a\u80fd\u4f53\u3001Hermes\u3001LLM\uff0c\u4ee5\u53ca Anthropic\u3001Claude\u3001OpenAI\u3001Codex \u7b49\u751f\u6001\u5173\u952e\u8bcd\u3002\u9875\u9762\u663e\u793a\u5f53\u524d\u603b Star \u7ea6 26.1 \u4e07\uff0c\u8fd9\u662f\u4ed3\u5e93\u7d2f\u8ba1 Star\uff0c\u5e76\u975e\u5f53\u65e5\u6da8\u661f\uff1b\u6700\u8fd1\u63a8\u9001\u65f6\u95f4\u4e3a 2026 \u5e74 11 \u6708 5 \u65e5\u3002\u73b0\u6709\u8d44\u6599\u672a\u63d0\u4f9b\u529f\u80fd\u8bf4\u660e\u6216\u57fa\u51c6\u6d4b\u8bd5\uff0c\u65e0\u6cd5\u9a8c\u8bc1\u5176\u5ba3\u79f0\u7684\u201c\u6210\u957f\u201d\u80fd\u529b\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>NousResearch \u5728\u5f00\u6e90\u6a21\u578b\u793e\u533a\u6709\u4e00\u5b9a\u77e5\u540d\u5ea6\uff0c\u8be5\u4ed3\u5e93\u53cd\u6620\u4e86\u5176\u5411\u667a\u80fd\u4f53\u5de5\u5177\u5ef6\u4f38\u7684\u52a8\u5411\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>Star 260,574\uff1b\u5f53\u524d\u603b Star\uff0c\u975e\u5f53\u65e5\u6da8\u661f\uff1b\u9650\u8bbe\u5b9a\u65f6\u95f4\u5185\u6709\u66f4\u65b0\u7684\u4ed3\u5e93<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a5\/10<\/small><\/p>\n<ul>\n<li>GitHub \u00b7 <a href=\"https:\/\/github.com\/NousResearch\/hermes-agent\" target=\"_blank\" rel=\"noopener noreferrer\">NousResearch\/hermes-agent<\/a> \u00b7 GitHub \u5b98\u65b9\u4ed3\u5e93\u641c\u7d22 \/ Star \u7edf\u8ba1 \u00b7 2026-11-05<\/li>\n<\/ul>\n<h3>17 \u00b7 \u5f97\u5dde\u5dde\u957f\u9009\u4e3e\u7ed3\u679c\u63a8\u5347\u6570\u636e\u4e2d\u5fc3\u98ce\u9669\uff0cAI \u80a1\u8d70\u4f4e<\/h3>\n<p>Hacker News \u4e0a\u4e00\u6761\u5e16\u6587\u5f15\u7528 CNBC \u62a5\u9053\u79f0\uff0c\u968f\u7740\u5f97\u514b\u8428\u65af\u5dde\u5dde\u957f\u9009\u4e3e\u7ed3\u679c\u51fa\u7089\uff0c\u6570\u636e\u4e2d\u5fc3\u76f8\u5173\u653f\u7b56\u98ce\u9669\u4e0a\u5347\uff0cAI \u76f8\u5173\u80a1\u7968\u51fa\u73b0\u4e0b\u8dcc\u3002\u8be5\u8ba8\u8bba\u83b7\u5f97 53 \u5206\u300175 \u6761\u8bc4\u8bba\u3002\u8d44\u6599\u4ec5\u63d0\u4f9b\u6807\u9898\u4e0e\u8ba8\u8bba\u7edf\u8ba1\uff0c\u5177\u4f53\u4e2a\u80a1\u4e0e\u5e02\u573a\u6570\u636e\u672a\u6838\u5b9e\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u5c06\u5730\u65b9\u653f\u6cbb\u7ed3\u679c\u4e0e AI \u57fa\u7840\u8bbe\u65bd\u6295\u8d44\u98ce\u9669\u8054\u7cfb\u8d77\u6765\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u8bc4\u8bba 75 \u00b7 \u79ef\u5206 53\uff1b\u9605\u8bfb\u4e0e\u6536\u85cf\u672a\u516c\u5f00\uff1b\u5019\u9009\u6309\u8bc4\u8bba\u6570\u3001\u79ef\u5206\u6392\u5e8f<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a6\/10<\/small><\/p>\n<ul>\n<li>Hacker News \u00b7 <a href=\"https:\/\/news.ycombinator.com\/item?id=50362274\" target=\"_blank\" rel=\"noopener noreferrer\">AI stocks slide as Texas governor result raises data center risks<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-04 \u00b7 <a href=\"https:\/\/www.cnbc.com\/2026\/11\/04\/ai-stocks-texas-governor-data-centers.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>18 \u00b7 Unsloth \u53d1\u5e03 Qwen3.8-Flash-Next \u52a8\u6001 V3.1 GGUF \u91cf\u5316\u7248\u672c<\/h3>\n<p>Reddit \u793e\u533a r\/LocalLLaMA \u51fa\u73b0\u5173\u4e8e Unsloth \u4e3a Qwen3.8-Flash-Next \u53d1\u5e03 Dynamic v3.1 GGUF \u7684\u5e16\u5b50\u3002\u53d1\u5e03\u65b9\u79f0\uff0c\u5728 DeepSWE\u3001Terminal Bench\u3001Aider Polyglot \u7b49\u6d4b\u8bd5\u4e0a\uff0c\u65b0\u91cf\u5316\u7248\u672c\u76f8\u6bd4 GSQ-RCO \u63d0\u5347\u7ea6 10% \u81f3 15% \u51c6\u786e\u7387\uff1b\u540c\u65f6\u63d0\u4f9b\u65b0\u7684 engram \u5207\u6362\u6d41\u7a0b\uff0c\u8986\u76d6 BF16\u3001Q8_0\u3001Q5_1\u3001IQ4_NL\u3002\u5e16\u6587\u5217\u51fa\u5404\u7cbe\u5ea6\u6587\u4ef6\u4f53\u79ef\u53ca\u76f8\u5bf9 BF16 \u7684 RMSE\uff0c\u5e76\u79f0\u76ee\u524d\u66f4\u65b0\u4e86\u5c0f\u4e8e UD-Q4_K_XL \u7684\u91cf\u5316\u7248\u672c\uff0c\u66f4\u5927\u7248\u672c\u53ef\u80fd\u7a0d\u540e\u66f4\u65b0\u3002\u4e0a\u8ff0\u6027\u80fd\u6570\u636e\u5747\u6765\u81ea\u53d1\u5e03\u65b9\u81ea\u8ff0\uff0c\u5c1a\u672a\u89c1\u72ec\u7acb\u9a8c\u8bc1\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u672c\u5730\u5927\u6a21\u578b\u91cf\u5316\u5de5\u5177\u94fe\u66f4\u65b0\uff0c\u5173\u7cfb\u5230\u5728\u6d88\u8d39\u7ea7\u786c\u4ef6\u4e0a\u8fd0\u884c\u65b0\u6a21\u578b\u7684\u53ef\u884c\u6027\u4e0e\u6548\u679c\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u5e73\u53f0\u699c\u5355\u5019\u9009\u7b2c 9 \u4f4d\uff1b\u91cf\u5316\u63a5\u53e3\u4e0d\u53ef\u7528\uff0c\u6cbf\u7528 Reddit Top \u5217\u8868\uff1b\u9605\u8bfb\u3001\u6536\u85cf\u3001\u8bc4\u8bba\u7edf\u8ba1\u672a\u53d6\u5f97<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a7\/10<\/small><\/p>\n<ul>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xnuva2\/unsloth_qwen38flashnext_ggufs_v31_update_november\/\" target=\"_blank\" rel=\"noopener noreferrer\">Unsloth Qwen3.8-Flash-Next GGUFs V3.1 Update (November 4th 2026)<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-04<\/li>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xnvbxn\/new_qwen38flashnext_unsloth_dynamic_v31_ggufs\/\" target=\"_blank\" rel=\"noopener noreferrer\">New Qwen3.8-Flash-Next Unsloth Dynamic V3.1 GGUFs<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>19 \u00b7 Kimi K3.1 Pro \u5f00\u653e\u6743\u91cd\u4e0a\u7ebf HuggingFace<\/h3>\n<p>Telegram \u9891\u9053 @testingcatalog \u79f0\uff0cKimi K3.1 Pro \u7684\u6743\u91cd\u5df2\u6309\u201cKimi K3.1 Pro\u201d\u8bb8\u53ef\u8bc1\u5728 HuggingFace \u63d0\u4f9b\u3002\u8be5\u5e16\u5f15\u8ff0\u4ecb\u7ecd\u79f0\uff0c\u5b83\u662f\u5f00\u653e\u6743\u91cd\u3001\u539f\u751f\u591a\u6a21\u6001\u7684\u667a\u80fd\u4f53\u6a21\u578b\uff0c\u4e5f\u662f\u201c\u8fc4\u4eca\u6700\u5f3a\u7684 3T \u7ea7\u6a21\u578b\u201d\u3002\u76ee\u524d\u4ec5\u6709\u8be5\u9891\u9053\u8f6c\u8ff0\uff0c\u8bb8\u53ef\u8bc1\u6761\u6b3e\u4e0e\u6a21\u578b\u7ec6\u8282\u5c1a\u5f85\u67e5\u770b\u539f\u59cb\u9875\u9762\u786e\u8ba4\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u5f00\u653e\u6743\u91cd\u591a\u6a21\u6001\u667a\u80fd\u4f53\u6a21\u578b\u662f AI \u5de5\u5177\u4e0e\u884c\u4e1a\u5173\u6ce8\u70b9\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u9605\u8bfb \/ \u66dd\u5149 506\uff1b\u9891\u9053\u9875\u9762\u9605\u8bfb 506\uff1b\u7f29\u5199\u503c\u4e3a\u8fd1\u4f3c\u6570\uff0c\u6536\u85cf\u4e0e\u8bc4\u8bba\u603b\u91cf\u672a\u53d6\u5f97<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a7\/10<\/small><\/p>\n<ul>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9872\" target=\"_blank\" rel=\"noopener noreferrer\">Kimi K3.1 Pro weights are now available on HuggingFace under the \u201cKimi K3.1 Pro\u201d License.\u201cKimi K3.1 Pro is an\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>20 \u00b7 n8n \u4ed3\u5e93\u7b80\u4ecb\u5f3a\u8c03\u539f\u751f AI \u80fd\u529b\u4e0e 400 \u591a\u4e2a\u96c6\u6210<\/h3>\n<p>GitHub \u4ed3\u5e93 n8n-io\/n8n \u5c06\u81ea\u8eab\u63cf\u8ff0\u4e3a\u5177\u5907\u539f\u751f AI \u80fd\u529b\u7684 fair-code \u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u5e73\u53f0\uff0c\u7ed3\u5408\u53ef\u89c6\u5316\u642d\u5efa\u4e0e\u81ea\u5b9a\u4e49\u4ee3\u7801\uff0c\u652f\u6301\u81ea\u6258\u7ba1\u6216\u4e91\u7aef\uff0c\u5e76\u63d0\u4f9b 400 \u591a\u4e2a\u96c6\u6210\u3002\u9875\u9762\u663e\u793a\u5176\u5f53\u524d\u603b Star \u7ea6 21 \u4e07\uff0c\u8fd9\u662f\u4ed3\u5e93\u7d2f\u8ba1 Star\uff0c\u5e76\u975e\u8fd1\u671f\u6da8\u661f\uff1b\u6700\u8fd1\u63a8\u9001\u65f6\u95f4\u4e3a 2026 \u5e74 11 \u6708 5 \u65e5\u3002\u73b0\u6709\u8d44\u6599\u4ec5\u6765\u81ea\u4ed3\u5e93\u5143\u6570\u636e\uff0c\u6ca1\u6709\u5177\u4f53\u7248\u672c\u66f4\u65b0\u6216\u65b0\u529f\u80fd\u53d1\u5e03\u4fe1\u606f\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>n8n \u662f AI \u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u4e2d\u7684\u4ee3\u8868\u6027\u5f00\u6e90\u9879\u76ee\uff0c\u9002\u5408\u5173\u6ce8 AI \u5de5\u5177\u4e0e\u81ea\u52a8\u5316\u526f\u4e1a\u7684\u4eba\u8ddf\u8e2a\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>Star 209,577\uff1b\u5f53\u524d\u603b Star\uff0c\u975e\u5f53\u65e5\u6da8\u661f\uff1b\u9650\u8bbe\u5b9a\u65f6\u95f4\u5185\u6709\u66f4\u65b0\u7684\u4ed3\u5e93<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a6\/10<\/small><\/p>\n<ul>\n<li>GitHub \u00b7 <a href=\"https:\/\/github.com\/n8n-io\/n8n\" target=\"_blank\" rel=\"noopener noreferrer\">n8n-io\/n8n<\/a> \u00b7 GitHub \u5b98\u65b9\u4ed3\u5e93\u641c\u7d22 \/ Star \u7edf\u8ba1 \u00b7 2026-11-05<\/li>\n<\/ul>\n<h3>21 \u00b7 \u9ad8\u901a\u63a8\u51fa Cloud AI 100 Ultra\uff1a150W\u3001128GB\u3001548GB\/s \u52a0\u901f\u5361<\/h3>\n<p>Hacker News \u4e0a\u4e00\u6761\u5e16\u6587\u4ecb\u7ecd\u9ad8\u901a Cloud AI 100 Ultra AI \u52a0\u901f\u5361\uff0c\u6807\u9898\u7ed9\u51fa\u7684\u89c4\u683c\u4e3a 150W \u529f\u8017\u3001128GB \u5bb9\u91cf\u3001548GB\/s \u5e26\u5bbd\u3002\u8be5\u8ba8\u8bba\u83b7\u5f97 100 \u5206\u300143 \u6761\u8bc4\u8bba\u3002\u8d44\u6599\u4ec5\u6765\u81ea\u6807\u9898\u4e0e\u8ba8\u8bba\u7edf\u8ba1\uff0c\u4ea7\u54c1\u53d1\u5e03\u65f6\u95f4\u3001\u552e\u4ef7\u4e0e\u6027\u80fd\u7ec6\u8282\u672a\u6838\u5b9e\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u6570\u636e\u4e2d\u5fc3 AI \u52a0\u901f\u5361\u65b0\u54c1\u4fe1\u606f\uff0c\u6d89\u53ca\u63a8\u7406\u786c\u4ef6\u7ade\u4e89\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u8bc4\u8bba 43 \u00b7 \u79ef\u5206 100\uff1b\u9605\u8bfb\u4e0e\u6536\u85cf\u672a\u516c\u5f00\uff1b\u5019\u9009\u6309\u8bc4\u8bba\u6570\u3001\u79ef\u5206\u6392\u5e8f<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a6\/10<\/small><\/p>\n<ul>\n<li>Hacker News \u00b7 <a href=\"https:\/\/news.ycombinator.com\/item?id=50370654\" target=\"_blank\" rel=\"noopener noreferrer\">Qualcomm Cloud AI 100 Ultra \u2013 150W AI Accelerator Card with 128GB at 548GB\/s<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-04 \u00b7 <a href=\"https:\/\/www.qualcomm.com\/data-center\/products\/cloud-ai-100-ultra\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>22 \u00b7 Google Antigravity 2.29.0 \u52a0\u5165\u8bed\u97f3\u6a21\u5f0f\u4e0e\u4e91\u7aef\u8fdc\u7a0b\u667a\u80fd\u4f53<\/h3>\n<p>Telegram \u9891\u9053 @testingcatalog \u63f4\u5f15\u66f4\u65b0\u65e5\u5fd7\u79f0\uff0cGoogle Antigravity v2.29.0 \u5c06\u52a0\u5165\u7531 Gemini Live \u9a71\u52a8\u7684\u8bed\u97f3\u6a21\u5f0f\uff0c\u7528\u6237\u53ef\u901a\u8fc7\u7a7a\u6d88\u606f\u6846\u6309\u94ae\u4ee5\u8bed\u97f3\u5411\u667a\u80fd\u4f53\u4e0b\u8fbe\u8bf7\u6c42\uff0c\u8be5\u529f\u80fd\u6b63\u9010\u6b65\u63a8\u9001\u3002\u66f4\u65b0\u8fd8\u5305\u62ec\u9762\u5411 Google AI Ultra \u548c Pro \u8ba2\u9605\u8005\u7684\u8fdc\u7a0b\u667a\u80fd\u4f53\uff0c\u4e91\u7aef\u9879\u76ee\u4e2d\u7684\u5bf9\u8bdd\u6539\u5728\u4e91\u7aef\u800c\u975e\u672c\u673a\u8fd0\u884c\u3002\u65b0\u7248\u672c\u5206\u6279\u53d1\u5e03\uff0c\u53ef\u80fd\u9700\u6570\u65e5\u8986\u76d6\u5168\u90e8\u7528\u6237\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>AI \u7f16\u7a0b\u667a\u80fd\u4f53\u4ea7\u54c1\u529f\u80fd\u6269\u5c55\uff0c\u6d89\u53ca Google \u8ba2\u9605\u670d\u52a1\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u9605\u8bfb \/ \u66dd\u5149 464\uff1b\u9891\u9053\u9875\u9762\u9605\u8bfb 464\uff1b\u7f29\u5199\u503c\u4e3a\u8fd1\u4f3c\u6570\uff0c\u6536\u85cf\u4e0e\u8bc4\u8bba\u603b\u91cf\u672a\u53d6\u5f97<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a7\/10<\/small><\/p>\n<ul>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9874\" target=\"_blank\" rel=\"noopener noreferrer\">GOOGLE \ud83d\udd25: The latest Antigravity update (v2.29.0) is getting Voice Mode, Remote Agents, and browser updates, a\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>23 \u00b7 Firecrawl \u4ed3\u5e93\u79f0\u8981\u4e3a AI \u667a\u80fd\u4f53\u63d0\u4f9b\u7f51\u9875\u6570\u636e\u80fd\u529b<\/h3>\n<p>GitHub \u4ed3\u5e93 firecrawl\/firecrawl \u7684\u7b80\u4ecb\u79f0\uff0c\u8981\u4e3a AI \u667a\u80fd\u4f53\u63d0\u4f9b\u6765\u81ea\u7f51\u9875\u53ca\u66f4\u5e7f\u6765\u6e90\u7684\u6570\u636e\uff0c\u5e76\u79f0\u6b63\u5728\u201c\u4e3a\u8d85\u7ea7\u667a\u80fd\u6784\u5efa\u8d44\u6599\u5e93\u201d\u3002\u6807\u7b7e\u5305\u62ec AI \u722c\u866b\u3001\u7f51\u9875\u6293\u53d6\u3001\u6570\u636e\u63d0\u53d6\u3001HTML \u8f6c Markdown\u3001LLM \u4e0e\u7f51\u9875\u641c\u7d22\u7b49\u3002\u9875\u9762\u663e\u793a\u5f53\u524d\u603b Star \u7ea6 19.9 \u4e07\uff0c\u8fd9\u662f\u4ed3\u5e93\u7d2f\u8ba1 Star\uff0c\u5e76\u975e\u5f53\u65e5\u65b0\u589e\uff1b\u6700\u8fd1\u63a8\u9001\u65f6\u95f4\u4e3a 2026 \u5e74 11 \u6708 5 \u65e5\u3002\u73b0\u6709\u8d44\u6599\u672a\u62ab\u9732\u672c\u6b21\u66f4\u65b0\u7684\u5177\u4f53\u5185\u5bb9\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u7f51\u9875\u6293\u53d6\u4e0e\u6570\u636e\u63d0\u53d6\u662f AI \u667a\u80fd\u4f53\u83b7\u53d6\u5916\u90e8\u4fe1\u606f\u7684\u5173\u952e\u57fa\u7840\u8bbe\u65bd\uff0c\u8be5\u4ed3\u5e93\u5b9a\u4f4d\u5177\u6709\u4ee3\u8868\u6027\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>Star 198,673\uff1b\u5f53\u524d\u603b Star\uff0c\u975e\u5f53\u65e5\u6da8\u661f\uff1b\u9650\u8bbe\u5b9a\u65f6\u95f4\u5185\u6709\u66f4\u65b0\u7684\u4ed3\u5e93<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a6\/10<\/small><\/p>\n<ul>\n<li>GitHub \u00b7 <a href=\"https:\/\/github.com\/firecrawl\/firecrawl\" target=\"_blank\" rel=\"noopener noreferrer\">firecrawl\/firecrawl<\/a> \u00b7 GitHub \u5b98\u65b9\u4ed3\u5e93\u641c\u7d22 \/ Star \u7edf\u8ba1 \u00b7 2026-11-05<\/li>\n<\/ul>\n<h3>24 \u00b7 HN \u70ed\u5e16\u8ba8\u8bba\uff1a\u5982\u4eca\u4e00\u5207\u90fd\u662f\u201cAI \u9a97\u5c40\u201d<\/h3>\n<p>Hacker News \u4e0a\u4e00\u6761\u9898\u4e3a\u300aEverything is an AI scam now\u300b\u7684\u8ba8\u8bba\u5e16\u83b7\u5f97 128 \u5206\u300142 \u6761\u8bc4\u8bba\uff0c\u94fe\u63a5\u6307\u5411\u4f5c\u8005 David Ralph Lewis \u7684\u4e2a\u4eba\u535a\u5ba2\u6587\u7ae0\u3002\u8be5\u5e16\u53ea\u63d0\u4f9b\u4e86\u8bc4\u5206\u548c\u8bc4\u8bba\u6570\u91cf\uff0c\u6ca1\u6709\u66f4\u591a\u6b63\u6587\u5185\u5bb9\uff0c\u8ba8\u8bba\u56f4\u7ed5\u5bf9 AI \u76f8\u5173\u4ea7\u54c1\u4e0e\u5ba3\u4f20\u6cdb\u6ee5\u7684\u6279\u8bc4\u5c55\u5f00\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u53cd\u6620\u5f00\u53d1\u8005\u793e\u533a\u5bf9 AI \u8425\u9500\u4e0e\u4ea7\u54c1\u53ef\u4fe1\u5ea6\u7684\u96c6\u4e2d\u8d28\u7591\uff0c\u662f\u89c2\u5bdf AI \u884c\u4e1a\u8206\u8bba\u7684\u6837\u672c\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u8bc4\u8bba 42 \u00b7 \u79ef\u5206 128\uff1b\u9605\u8bfb\u4e0e\u6536\u85cf\u672a\u516c\u5f00\uff1b\u5019\u9009\u6309\u8bc4\u8bba\u6570\u3001\u79ef\u5206\u6392\u5e8f<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a6\/10<\/small><\/p>\n<ul>\n<li>Hacker News \u00b7 <a href=\"https:\/\/news.ycombinator.com\/item?id=50371508\" target=\"_blank\" rel=\"noopener noreferrer\">Everything is an AI scam now<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-04 \u00b7 <a href=\"https:\/\/www.davidralphlewis.co.uk\/posts\/everything-is-an-ai-scam-now\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>25 \u00b7 \u7f16\u7801\u667a\u80fd\u4f53\u5e73\u53f0 Conductor \u52a0\u5165 Meta<\/h3>\n<p>Telegram \u9891\u9053 @testingcatalog \u79f0\uff0c\u7528\u4e8e\u8fd0\u884c\u672c\u5730\u4e0e\u4e91\u7aef\u7f16\u7801\u667a\u80fd\u4f53\u7684\u5e73\u53f0 Conductor \u5df2\u52a0\u5165 Meta\u3002\u5e16\u6587\u5f15\u8ff0\u56e2\u961f\u8bf4\u6cd5\u79f0\uff0c\u6b63\u4e3a\u201c\u4e0b\u4e00\u4ee3\u754c\u9762\u201d\u5236\u5b9a\u91cd\u5927\u8ba1\u5212\uff0c\u5e76\u9884\u544a\u660e\u5e74\u521d\u63a8\u51fa\u65b0\u4ea7\u54c1\u3002\u8be5\u6d88\u606f\u76ee\u524d\u6765\u81ea\u9891\u9053\u8f6c\u8ff0\uff0cMeta \u4e0e Conductor \u672a\u5728\u8d44\u6599\u4e2d\u7ed9\u51fa\u4ea4\u6613\u6761\u6b3e\u6216\u5b98\u65b9\u786e\u8ba4\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u7f16\u7801\u667a\u80fd\u4f53\u8d5b\u9053\u51fa\u73b0\u6574\u5408\u52a8\u5411\uff0c\u53ef\u80fd\u5f71\u54cd Meta \u7684\u5f00\u53d1\u8005\u5de5\u5177\u5e03\u5c40\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u9605\u8bfb \/ \u66dd\u5149 447\uff1b\u9891\u9053\u9875\u9762\u9605\u8bfb 447\uff1b\u7f29\u5199\u503c\u4e3a\u8fd1\u4f3c\u6570\uff0c\u6536\u85cf\u4e0e\u8bc4\u8bba\u603b\u91cf\u672a\u53d6\u5f97<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a6\/10<\/small><\/p>\n<ul>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9876\" target=\"_blank\" rel=\"noopener noreferrer\">Conductor \u2764\ufe0f MetaConductor, a platform for running local and cloud coding agents, joined Meta.\u201cWe have some bi\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>26 \u00b7 AutoGPT \u4ed3\u5e93\u8fd1\u671f\u66f4\u65b0\uff0c\u7d2f\u8ba1 Star \u7ea6 18.8 \u4e07<\/h3>\n<p>GitHub \u4ed3\u5e93 Significant-Gravitas\/AutoGPT \u8fd1\u671f\u6709\u63a8\u9001\u66f4\u65b0\u3002\u7b80\u4ecb\u79f0\u5176\u613f\u666f\u662f\u8ba9\u4eba\u4eba\u90fd\u80fd\u4f7f\u7528\u548c\u6784\u5efa\u53ef\u8bbf\u95ee\u7684 AI\uff0c\u63d0\u4f9b\u5de5\u5177\u4ee5\u805a\u7126\u91cd\u8981\u4e8b\u9879\uff1b\u8bdd\u9898\u5305\u62ec\u667a\u80fd\u4f53 AI\u3001\u81ea\u4e3b\u667a\u80fd\u4f53\u3001LLM\u3001OpenAI\u3001Claude\u3001Llama API \u548c Python\u3002\u9875\u9762\u663e\u793a\u5f53\u524d\u603b Star \u4e3a 187909\uff0c\u63a8\u9001\u65f6\u95f4\u4e3a 2026-11-05\u3002\u8be5\u6570\u5b57\u662f\u4ed3\u5e93\u7d2f\u8ba1 Star\uff0c\u4e0d\u662f\u5f53\u65e5\u6da8\u661f\u6216\u6d3b\u8dc3\u7528\u6237\u6570\uff1b\u8d44\u6599\u672a\u63d0\u4f9b\u529f\u80fd\u66f4\u65b0\u7ec6\u8282\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>AutoGPT \u662f\u81ea\u4e3b\u667a\u80fd\u4f53\u65b9\u5411\u7684\u4ee3\u8868\u6027\u5f00\u6e90\u9879\u76ee\uff0c\u5176\u4ed3\u5e93\u52a8\u6001\u53cd\u6620\u8be5\u9886\u57df\u6301\u7eed\u7ef4\u62a4\u60c5\u51b5\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>Star 187,909\uff1b\u5f53\u524d\u603b Star\uff0c\u975e\u5f53\u65e5\u6da8\u661f\uff1b\u9650\u8bbe\u5b9a\u65f6\u95f4\u5185\u6709\u66f4\u65b0\u7684\u4ed3\u5e93<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a5\/10<\/small><\/p>\n<ul>\n<li>GitHub \u00b7 <a href=\"https:\/\/github.com\/Significant-Gravitas\/AutoGPT\" target=\"_blank\" rel=\"noopener noreferrer\">Significant-Gravitas\/AutoGPT<\/a> \u00b7 GitHub \u5b98\u65b9\u4ed3\u5e93\u641c\u7d22 \/ Star \u7edf\u8ba1 \u00b7 2026-11-05<\/li>\n<\/ul>\n<h3>27 \u00b7 Kino AI \u53d1\u5e03\u9762\u5411 AI \u667a\u80fd\u4f53\u7684\u89c6\u9891\u7f16\u8f91\u4e0e\u7ba1\u7406\u5de5\u5177<\/h3>\n<p>\u5728 Hacker News \u7684 Launch HN \u5e16\u5b50\u4e2d\uff0cKino AI\uff08Y Combinator S23 \u6279\u6b21\uff09\u4ecb\u7ecd\u4e86\u5176\u4ea7\u54c1\uff1a\u628a\u7d20\u6750\u5b58\u50a8\u3001\u89c6\u9891\u7f16\u8f91\u5668\u548c\u9762\u5411\u56e2\u961f\u7684\u5ba1\u9605\u94fe\u63a5\u6574\u5408\u5728\u4e00\u8d77\uff0c\u4e3b\u6253\u201c\u4ee3\u7801\u4f18\u5148\u201d\u7684\u7f16\u8f91\u65b9\u5f0f\uff0c\u57fa\u4e8e Remotion\uff0c\u652f\u6301\u591a\u4e2a AI \u667a\u80fd\u4f53\u4e0e\u4eba\u7c7b\u534f\u4f5c\u8005\u5728\u540c\u4e00\u65f6\u95f4\u7ebf\u4e0a\u5e76\u884c\u5de5\u4f5c\u3002\u56e2\u961f\u79f0\u5176\u81ea\u7814 ProRes\u3001BRAW\u3001R3D \u7b49\u4e13\u4e1a\u7f16\u7801\u89e3\u7801\u5668\uff0c\u5e76\u5229\u7528 WebCodecs \u8ba9\u672c\u5730\u5927\u6587\u4ef6\u7d20\u6750\u53ef\u88ab\u62d6\u5165\u65f6\u95f4\u7ebf\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u5c55\u793a AI \u667a\u80fd\u4f53\u8fdb\u5165\u4e13\u4e1a\u89c6\u9891\u5236\u4f5c\u6d41\u7a0b\u7684\u5177\u4f53\u4ea7\u54c1\u5f62\u6001\uff0c\u4e0e AI \u5de5\u5177\u548c\u81ea\u5a92\u4f53\u521b\u4f5c\u573a\u666f\u76f4\u63a5\u76f8\u5173\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u8bc4\u8bba 26 \u00b7 \u79ef\u5206 70\uff1b\u9605\u8bfb\u4e0e\u6536\u85cf\u672a\u516c\u5f00\uff1b\u5019\u9009\u6309\u8bc4\u8bba\u6570\u3001\u79ef\u5206\u6392\u5e8f<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a7\/10<\/small><\/p>\n<ul>\n<li>Hacker News \u00b7 <a href=\"https:\/\/news.ycombinator.com\/item?id=50368804\" target=\"_blank\" rel=\"noopener noreferrer\">Launch HN: Kino AI (YC S23) \u2013 AI media manager and video editor<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>28 \u00b7 Claude \u684c\u9762\u7248\u65b0\u589e \/storage \u547d\u4ee4<\/h3>\n<p>Telegram \u9891\u9053 @testingcatalog \u79f0\uff0cAnthropic \u4e3a Claude \u684c\u9762\u7248\u52a0\u5165\u65b0\u7684 \/storage \u547d\u4ee4\uff0c\u7528\u6237\u53ef\u67e5\u770b Claude \u5b9e\u9645\u5360\u7528\u7684\u5b58\u50a8\u7a7a\u95f4\uff0c\u5e76\u53ef\u6e05\u7406\u4e0d\u6d3b\u8dc3\u4efb\u52a1\u548c\u672a\u4f7f\u7528\u7684\u5de5\u4f5c\u6811\u3002\u8be5\u4fe1\u606f\u6765\u81ea\u9891\u9053\u8f6c\u8ff0\uff0cAnthropic \u5b98\u65b9\u8bf4\u660e\u4e0e\u5177\u4f53\u7248\u672c\u53f7\u672a\u5728\u8d44\u6599\u4e2d\u63d0\u4f9b\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u684c\u9762\u7aef AI \u5de5\u5177\u589e\u52a0\u8d44\u6e90\u7ba1\u7406\u529f\u80fd\uff0c\u5bf9\u65e5\u5e38\u4f7f\u7528\u6709\u5b9e\u7528\u4ef7\u503c\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u9605\u8bfb \/ \u66dd\u5149 445\uff1b\u9891\u9053\u9875\u9762\u9605\u8bfb 445\uff1b\u7f29\u5199\u503c\u4e3a\u8fd1\u4f3c\u6570\uff0c\u6536\u85cf\u4e0e\u8bc4\u8bba\u603b\u91cf\u672a\u53d6\u5f97<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a5\/10<\/small><\/p>\n<ul>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9875\" target=\"_blank\" rel=\"noopener noreferrer\">Anthropic added a new \/storage command to Claude desktop, allowing users to see how much space Claude actually\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>29 \u00b7 prompts.chat \u4ed3\u5e93\u66f4\u65b0\uff0c\u4e3b\u6253\u53ef\u81ea\u6258\u7ba1\u63d0\u793a\u8bcd\u793e\u533a<\/h3>\n<p>GitHub \u4ed3\u5e93 f\/prompts.chat\uff08\u539f Awesome ChatGPT Prompts\uff09\u8fd1\u671f\u6709\u63a8\u9001\u66f4\u65b0\u3002\u4ed3\u5e93\u7b80\u4ecb\u79f0\u5176\u7528\u4e8e\u5206\u4eab\u3001\u53d1\u73b0\u548c\u6536\u96c6\u793e\u533a\u63d0\u793a\u8bcd\uff0c\u514d\u8d39\u4e14\u5f00\u6e90\uff0c\u7ec4\u7ec7\u53ef\u81ea\u884c\u6258\u7ba1\u4ee5\u4fdd\u969c\u9690\u79c1\uff1b\u8bdd\u9898\u6db5\u76d6 ChatGPT\u3001Claude\u3001Gemini\u3001GPT-4\u3001\u63d0\u793a\u8bcd\u5de5\u7a0b\u7b49\u3002\u9875\u9762\u663e\u793a\u5f53\u524d\u603b Star \u4e3a 175819\uff0c\u63a8\u9001\u65f6\u95f4\u4e3a 2026-11-04\u3002\u8be5\u7edf\u8ba1\u4e3a\u4ed3\u5e93\u7d2f\u8ba1 Star\uff0c\u5e76\u975e\u5f53\u65e5\u65b0\u589e\u6216\u70ed\u5ea6\u6392\u540d\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u63d0\u793a\u8bcd\u5e93\u662f AI \u5de5\u5177\u4e0e\u5185\u5bb9\u521b\u4f5c\u7684\u5e38\u7528\u5165\u53e3\uff0c\u81ea\u6258\u7ba1\u9009\u9879\u5bf9\u4f01\u4e1a\u9690\u79c1\u573a\u666f\u6709\u53c2\u8003\u4ef7\u503c\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>Star 175,819\uff1b\u5f53\u524d\u603b Star\uff0c\u975e\u5f53\u65e5\u6da8\u661f\uff1b\u9650\u8bbe\u5b9a\u65f6\u95f4\u5185\u6709\u66f4\u65b0\u7684\u4ed3\u5e93<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a6\/10<\/small><\/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 2026-11-04<\/li>\n<\/ul>\n<h3>30 \u00b7 Jaron Lanier \u8c08 AI \u4e0e\u793e\u4ea4\u5a92\u4f53\u7684\u76f8\u4f3c\u4e4b\u5904<\/h3>\n<p>Hacker News \u4e0a\u51fa\u73b0\u4e00\u6761\u8ba8\u8bba\uff0c\u6307\u5411 Jaron Lanier \u5173\u4e8e AI \u4e0e\u793e\u4ea4\u5a92\u4f53\u4e4b\u95f4\u76f8\u4f3c\u4e4b\u5904\u7684\u89c6\u9891\u8bbf\u8c08\uff0c\u83b7\u5f97 42 \u5206\u300110 \u6761\u8bc4\u8bba\u3002\u73b0\u6709\u8d44\u6599\u53ea\u63d0\u4f9b\u6807\u9898\u3001\u94fe\u63a5\u4e0e\u5e73\u53f0\u7edf\u8ba1\uff0c\u672a\u5305\u542b\u8bbf\u8c08\u5177\u4f53\u89c2\u70b9\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>Jaron Lanier \u957f\u671f\u6279\u8bc4\u793e\u4ea4\u5a92\u4f53\u5546\u4e1a\u6a21\u5f0f\uff0c\u5176\u5c06 AI \u4e0e\u4e4b\u7c7b\u6bd4\u7684\u89d2\u5ea6\u5bf9\u7406\u89e3 AI \u884c\u4e1a\u98ce\u9669\u6709\u53c2\u8003\u4ef7\u503c\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u8bc4\u8bba 10 \u00b7 \u79ef\u5206 42\uff1b\u9605\u8bfb\u4e0e\u6536\u85cf\u672a\u516c\u5f00\uff1b\u5019\u9009\u6309\u8bc4\u8bba\u6570\u3001\u79ef\u5206\u6392\u5e8f<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a5\/10<\/small><\/p>\n<ul>\n<li>Hacker News \u00b7 <a href=\"https:\/\/news.ycombinator.com\/item?id=50365760\" target=\"_blank\" rel=\"noopener noreferrer\">Jaron Lanier on parallels between AI and social media<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-04 \u00b7 <a href=\"https:\/\/www.youtube.com\/watch?v=WxaRn8kX2eI\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>31 \u00b7 Dify \u4ed3\u5e93\u66f4\u65b0\uff1a\u5728\u4e00\u4e2a\u534f\u4f5c\u7a7a\u95f4\u6784\u5efa\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u4e0e RAG<\/h3>\n<p>GitHub \u4ed3\u5e93 langgenius\/dify \u8fd1\u671f\u6709\u63a8\u9001\u66f4\u65b0\u3002\u7b80\u4ecb\u79f0\u5176\u53ef\u5728\u540c\u4e00\u534f\u4f5c\u5de5\u4f5c\u533a\u6784\u5efa\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u548c RAG \u7ba1\u7ebf\uff0c\u652f\u6301\u591a\u79cd AI \u6a21\u578b\u4e0e\u5de5\u5177\uff0c\u5e76\u53ef\u90e8\u7f72\u5728\u4e91\u7aef\u3001VPC \u6216\u81ea\u6258\u7ba1\u73af\u5883\uff0c\u76ee\u6807\u662f\u8ba9\u56e2\u961f\u4ece\u539f\u578b\u8d70\u5411\u751f\u4ea7\u800c\u65e0\u9700\u91cd\u5efa\u6280\u672f\u6808\u3002\u4ed3\u5e93\u8bdd\u9898\u5305\u62ec\u667a\u80fd\u4f53\u6846\u67b6\u3001\u5de5\u4f5c\u6d41\u3001\u4f4e\u4ee3\u7801\u3001MCP\u3001OpenAI\u3001Claude\u3001DeepSeek \u7b49\u3002\u9875\u9762\u663e\u793a\u5f53\u524d\u603b Star \u4e3a 160418\uff0c\u63a8\u9001\u65f6\u95f4\u4e3a 2026-11-05\uff0c\u8be5\u6570\u5b57\u4e0d\u662f\u5f53\u65e5\u6da8\u661f\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>Dify \u662f\u5e38\u89c1\u7684\u667a\u80fd\u4f53\u4e0e RAG \u642d\u5efa\u5e73\u53f0\uff0c\u81ea\u6258\u7ba1\u53ca\u591a\u6a21\u578b\u652f\u6301\u5bf9 AI \u5de5\u5177\u9009\u578b\u6709\u53c2\u8003\u610f\u4e49\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>Star 160,418\uff1b\u5f53\u524d\u603b Star\uff0c\u975e\u5f53\u65e5\u6da8\u661f\uff1b\u9650\u8bbe\u5b9a\u65f6\u95f4\u5185\u6709\u66f4\u65b0\u7684\u4ed3\u5e93<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a7\/10<\/small><\/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 2026-11-05<\/li>\n<\/ul>\n<h3>32 \u00b7 Open WebUI \u4ed3\u5e93\u66f4\u65b0\uff0c\u5b9a\u4f4d\u652f\u6301 Ollama \u4e0e OpenAI \u7684\u53cb\u597d\u754c\u9762<\/h3>\n<p>GitHub \u4ed3\u5e93 open-webui\/open-webui \u8fd1\u671f\u6709\u63a8\u9001\u66f4\u65b0\u3002\u7b80\u4ecb\u79f0\u5176\u4e3a\u7528\u6237\u53cb\u597d\u7684 AI \u754c\u9762\uff0c\u652f\u6301 Ollama\u3001OpenAI API \u7b49\uff0c\u8bdd\u9898\u6db5\u76d6 LLM\u3001LLM \u754c\u9762\u3001MCP\u3001RAG\u3001\u81ea\u6258\u7ba1\u7b49\u3002\u9875\u9762\u663e\u793a\u5f53\u524d\u603b Star \u4e3a 157798\uff0c\u63a8\u9001\u65f6\u95f4\u4e3a 2026-11-05\u3002\u8be5\u6570\u636e\u662f\u4ed3\u5e93\u7d2f\u8ba1 Star\uff0c\u5e76\u975e\u5f53\u65e5\u65b0\u589e\u3001\u4f7f\u7528\u91cf\u6216\u6392\u540d\uff0c\u6458\u8981\u4ec5\u4f9d\u636e\u4ed3\u5e93\u5143\u6570\u636e\uff0c\u4e0d\u4ee3\u8868\u5df2\u4f53\u9a8c\u5176\u529f\u80fd\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u81ea\u6258\u7ba1 AI \u754c\u9762\u662f\u4e2a\u4eba\u4e0e\u56e2\u961f\u63a5\u5165\u591a\u6a21\u578b\u7684\u5e38\u7528\u5de5\u5177\uff0c\u66f4\u65b0\u52a8\u6001\u5bf9 AI \u5de5\u5177\u7528\u6237\u6709\u53c2\u8003\u4ef7\u503c\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>Star 157,798\uff1b\u5f53\u524d\u603b Star\uff0c\u975e\u5f53\u65e5\u6da8\u661f\uff1b\u9650\u8bbe\u5b9a\u65f6\u95f4\u5185\u6709\u66f4\u65b0\u7684\u4ed3\u5e93<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a6\/10<\/small><\/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 2026-11-05<\/li>\n<\/ul>\n<h2>\u6700\u65b0\u6d88\u606f<\/h2>\n<h3>33 \u00b7 Latent Space \u68b3\u7406\u201c\u6743\u91cd\u7a7a\u95f4\u7f16\u7a0b\u201d\u590d\u73b0\u8fdb\u5c55\u4e0e\u8d28\u7591<\/h3>\n<p>Latent Space \u7684 AI \u65b0\u95fb\u6c47\u603b\u79f0\uff0c\u591a\u4e2a\u56e2\u961f\u590d\u73b0\u4e86\u201c\u524d\u6cbf\u5927\u6a21\u578b\u76f4\u63a5\u751f\u6210\u6216\u7f16\u8f91\u795e\u7ecf\u7f51\u7edc\u6743\u91cd\u201d\u7684\u5b9e\u9a8c\uff1aHugging Face \u7528 ML Intern \u590d\u73b0\u5e76\u653e\u51fa\u6a21\u578b\u548c\u6f14\u793a\uff1b\u6709\u7814\u7a76\u8005\u8ba9\u6a21\u578b\u624b\u5199\u7ea6 10 \u4e07\u53c2\u6570\u5206\u7c7b\u7f51\u7edc\uff1b\u8fd8\u6709\u6848\u4f8b\u79f0 GPT-6 Astra \u672a\u7528\u53cd\u5411\u4f20\u64ad\u5373\u4fee\u6539 Qwen3.5-0.8B \u7684 131072 \u4e2a\u6743\u91cd\uff0c\u5c06 MATH-500 \u4ece 7.9% \u63d0\u81f3 48.1%\u3002\u4f46\u6c47\u603b\u540c\u65f6\u6307\u51fa\uff0c\u4e00\u9879\u77e5\u4e4e\u65e5\u5fd7\u91cd\u5efa\u663e\u793a\uff0c\u591a\u6570\u201c\u4fee\u590d\u201d\u7b54\u6848\u539f\u672c\u56e0 32K token \u5faa\u73af\u89e6\u9650\uff0c\u589e\u76ca\u4e3b\u8981\u6765\u81ea\u8ba9\u5df2\u6709\u63a8\u7406\u8dd1\u5b8c\uff0c\u5b9e\u9645\u63d0\u5347\u6bd4\u6807\u9898\u66f4\u7a84\uff1b\u6279\u8bc4\u8005\u8fd8\u8d28\u7591\u57fa\u7ebf\u8bbe\u7f6e\u3002\u8be5\u6c47\u603b\u4e5f\u627f\u8ba4\u6b64\u524d\u62a5\u9053\u8868\u8ff0\u8fc7\u4e8e\u4e50\u89c2\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u5448\u73b0\u70ed\u95e8 AI \u7814\u7a76\u65b9\u5411\u7684\u4e00\u624b\u590d\u73b0\u3001\u53cd\u9a73\u4e0e\u57fa\u7ebf\u4e89\u8bae\uff0c\u6709\u52a9\u4e8e\u8bfb\u8005\u8fa8\u522b\u80fd\u529b\u5ba3\u79f0\u4e0e\u771f\u5b9e\u589e\u76ca\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u5e73\u53f0\u672a\u63d0\u4f9b\u91cf\u5316\u70ed\u5ea6\uff1b\u6b64\u6765\u6e90\u672a\u63d0\u4f9b\u53ef\u6838\u9a8c\u9605\u8bfb\u3001\u6536\u85cf\u4e0e\u8bc4\u8bba\u7edf\u8ba1\uff0c\u4ec5\u4f5c\u6700\u65b0\u8865\u5145<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a8\/10<\/small><\/p>\n<ul>\n<li>RSS \/ \u6d77\u5916\u79d1\u6280 \u00b7 <a href=\"https:\/\/latent.space\/p\/ainews-behind-latent-space-kill-my-saas-jev-ai-in-2026-aiei-shanghai\/\" target=\"_blank\" rel=\"noopener noreferrer\">[AINews] Behind Latent Space: Kill My SaaS, Jev &amp; AI in 2026 | AIEi Shanghai<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>34 \u00b7 Google \u79f0\u5173\u95ed\u5176 AI \u5de5\u5177\u7684 K-12 \u5b66\u6821\u5c06\u5931\u53bb\u641c\u7d22\u670d\u52a1<\/h3>\n<p>Hacker News \u51fa\u73b0\u4e00\u5219\u6295\u7a3f\uff0c\u6807\u9898\u79f0 Google \u8868\u793a\u82e5 K-12 \u5b66\u6821\u5173\u95ed\u5176 AI \u5de5\u5177\uff0c\u5b66\u751f\u5c06\u5931\u53bb Google \u641c\u7d22\u670d\u52a1\u3002\u8be5\u6761\u76ee\u4ec5\u6709\u6807\u9898\u4e0e 2 \u5206\u30010 \u8bc4\u8bba\u7684\u8ba8\u8bba\u5143\u6570\u636e\uff0c\u672a\u63d0\u4f9b\u539f\u6587\u5168\u6587\u4e0e Google \u5b98\u65b9\u56de\u5e94\uff0c\u5177\u4f53\u653f\u7b56\u8303\u56f4\u4e0e\u6761\u4ef6\u65e0\u6cd5\u786e\u8ba4\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u6d89\u53ca AI \u6559\u80b2\u5de5\u5177\u4e0e\u5e73\u53f0\u6346\u7ed1\u4e89\u8bae\uff0c\u4e0e AI \u6559\u80b2\u8bae\u9898\u76f4\u63a5\u76f8\u5173\uff0c\u4f46\u9700\u539f\u59cb\u62a5\u9053\u6838\u5b9e\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u8bc4\u8bba 0 \u00b7 \u79ef\u5206 2\uff1b\u9605\u8bfb\u4e0e\u6536\u85cf\u672a\u516c\u5f00\uff1b\u6309\u6295\u7a3f\u65f6\u95f4\u8865\u5145\u6700\u65b0<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a6\/10<\/small><\/p>\n<ul>\n<li>Hacker News \u00b7 <a href=\"https:\/\/news.ycombinator.com\/item?id=50374075\" target=\"_blank\" rel=\"noopener noreferrer\">Google Says K-12 Students at Schools That Turn Off Its AI Tools Will Lose Search<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-05 \u00b7 <a href=\"https:\/\/www.ghacks.net\/2026\/11\/04\/google-says-k-12-students-at-schools-that-turn-off-its-ai-tools-will-lose-google-search\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>35 \u00b7 Reddit \u8ba8\u8bba\uff1a\u6539\u88c5\u7248 RTX 3070 Ti 16G \u663e\u5361\u73b0\u8eab\uff0c\u4f20\u552e\u4ef7\u4e0a\u6da8<\/h3>\n<p>Reddit \u7684 r\/LocalLLaMA \u7528\u6237\u53d1\u5e16\u79f0\uff0c\u7ea6\u4e24\u4e2a\u6708\u524d\u5728\u6dd8\u5b9d\u770b\u5230\u6539\u88c5\u7248 RTX 3070 Ti 16G \u663e\u5361\uff0c\u5f53\u65f6\u4ef7\u683c\u7ea6 400 \u7f8e\u5143\uff1b\u968f\u7740 RTX 3080 20G \u7248\u672c\u89e3\u9501\u6027\u80fd\uff0c\u76f8\u5173\u6539\u5361\u4ef7\u683c\u5df2\u4ece\u7ea6 500 \u7f8e\u5143\u6da8\u5230 700 \u81f3 900 \u7f8e\u5143\u533a\u95f4\u3002\u53d1\u5e16\u8005\u540c\u65f6\u8d34\u51fa\u56fe\u7247\uff0c\u4f46\u672a\u7ed9\u51fa\u6027\u80fd\u6d4b\u8bd5\u6216\u5356\u5bb6\u6765\u6e90\u6838\u5b9e\u3002\u8be5\u4fe1\u606f\u6765\u81ea\u7528\u6237\u5e16\u5b50\uff0c\u4ef7\u683c\u4e0e\u4f9b\u8d27\u60c5\u51b5\u5747\u5c5e\u4e2a\u4eba\u89c2\u5bdf\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u53cd\u6620\u672c\u5730\u5927\u6a21\u578b\u73a9\u5bb6\u4e3a\u589e\u52a0\u663e\u5b58\u800c\u5173\u6ce8\u6539\u88c5\u663e\u5361\uff0c\u4ee5\u53ca\u76f8\u5173\u5e02\u573a\u4ef7\u683c\u6ce2\u52a8\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u5e73\u53f0\u672a\u63d0\u4f9b\u91cf\u5316\u70ed\u5ea6\uff1b\u91cf\u5316\u63a5\u53e3\u4e0d\u53ef\u7528\uff0c\u6cbf\u7528 Reddit New \u5217\u8868\uff1b\u9605\u8bfb\u3001\u6536\u85cf\u3001\u8bc4\u8bba\u7edf\u8ba1\u672a\u53d6\u5f97<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a5\/10<\/small><\/p>\n<ul>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xo5qvt\/rtx_3070_ti_16g_modified_graphics_card\/\" target=\"_blank\" rel=\"noopener noreferrer\">RTX 3070 Ti 16G modified graphics card<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-05<\/li>\n<\/ul>\n<h3>36 \u00b7 OpenAI\u63a8\u51faImages 2.6\u56fe\u50cf\u6a21\u578b\uff0c\u652f\u6301GIF\u548c\u53c2\u8003\u56fe<\/h3>\n<p>Telegram\u9891\u9053@testingcatalog\u79f0\uff0cOpenAI\u5df2\u5728ChatGPT\u548cCodex\u4e0a\u7ebfImages 2.6\uff0cAPI\u7aef\u63d0\u4f9bFlare\u548cSunburst\u4e24\u4e2a\u7248\u672c\u3002\u8be5\u7248\u672c\u652f\u6301GIF\u751f\u6210\u3001\u53c2\u8003\u56fe\u590d\u7528\u3001\u6807\u6ce8\u3001SVG\u5bfc\u51fa\u4e0e\u7ec6\u8282\u63a7\u5236\uff0c\u56fe\u50cf\u751f\u6210\u901f\u5ea6\u63d0\u534750%\u3002\u9891\u9053\u79f0\uff0cImages 2.6\u5f53\u5929\u9762\u5411\u684c\u9762\u3001\u79fb\u52a8\u548c\u7f51\u9875\u7aef\u6240\u6709\u8ba2\u9605\u5c42\u7ea7\u5168\u7403\u5f00\u653e\uff0c\u56fe\u751f\u56fe\u548c\u6587\u751f\u56fe\u5b9a\u4ef7\u4e3a\u8f93\u51658\u7f8e\u5143\/5\u7f8e\u5143\u3001\u8f93\u51fa30\u7f8e\u5143\u3002\u4e0a\u8ff0\u4fe1\u606f\u6765\u81ea\u8be5\u9891\u9053\u5e16\u6587\uff0cOpenAI\u5c1a\u672a\u5728\u8d44\u6599\u4e2d\u7ed9\u51fa\u53ef\u6838\u5b9e\u58f0\u660e\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u56fe\u50cf\u751f\u6210\u5de5\u5177\u5347\u7ea7\u6d89\u53ca\u901f\u5ea6\u3001\u683c\u5f0f\u4e0e\u5b9a\u4ef7\uff0c\u76f4\u63a5\u5f71\u54cd\u4f7f\u7528ChatGPT\/Codex\u7684\u521b\u4f5c\u8005\u4e0e\u5f00\u53d1\u8005\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u9605\u8bfb \/ \u66dd\u5149 176\uff1b\u9891\u9053\u9875\u9762\u9605\u8bfb 176\uff1b\u7f29\u5199\u503c\u4e3a\u8fd1\u4f3c\u6570\uff0c\u6536\u85cf\u4e0e\u8bc4\u8bba\u603b\u91cf\u672a\u53d6\u5f97<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a8\/10<\/small><\/p>\n<ul>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9882\" target=\"_blank\" rel=\"noopener noreferrer\">OpenAI launches Images 2.6 with GIFs and image referenceOpenAI launched Images 2.6 across ChatGPT and Codex, w\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-05<\/li>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9881\" target=\"_blank\" rel=\"noopener noreferrer\">BREAKING \ud83d\udd25: OpenAI released GPT\u2011Image\u20112.6 Flare and Sunburst image models on APIs and ChatGPT! &gt; &#8220;ChatGPT Imag\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-05<\/li>\n<li>Telegram \u00b7 <a href=\"https:\/\/t.me\/testingcatalog\/9880\" target=\"_blank\" rel=\"noopener noreferrer\">BREAKING \ud83d\udd25: OpenAI released GPT\u2011Image\u20112.6 Flare and Sunburst image models on APIs and ChatGPT!&gt; &#8220;ChatGPT Image\u2026<\/a> \u00b7 Telegram \u516c\u5f00\u9891\u9053\u6b63\u6587\u53ca\u9875\u9762\u9605\u8bfb\u8ba1\u6570 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>37 \u00b7 GitHub\u51fa\u73b0\u591a\u4e2a\u5c0f\u578bAI\u5b9e\u9a8c\u4ed3\u5e93\u66f4\u65b0<\/h3>\n<p>GitHub\u4ed3\u5e93jinaplus-svg\/ai-stock-bot\u7b80\u4ecb\u4e3a\u201cFinal price investment bot\u201d\uff1bnkeblawi\/weather-ai-semantic-layer\u5b9a\u4f4d\u4e3a\u8ba9AI\u4ee5\u81ea\u7136\u8bed\u8a00\u56de\u7b54\u5929\u6c14\u89c2\u6d4b\u95ee\u9898\u7684\u8bed\u4e49\u5c42\uff1blovely-jung\/ai-hero-live-vote\u4e3a\u201cAI Hero class 1\u201d\u7684\u5b9e\u65f6\u89d2\u8272\u6295\u7968\u9879\u76ee\u3002\u4e09\u4e2a\u4ed3\u5e93\u5728\u8d44\u6599\u8bb0\u5f55\u65f6\u5747\u663e\u793a0\u4e2aStar\uff0c\u4e14\u4e8e2026\u5e7411\u67085\u65e5\u6709\u63a8\u9001\u66f4\u65b0\u3002\u4ec5\u51ed\u4ed3\u5e93\u5143\u6570\u636e\u65e0\u6cd5\u786e\u8ba4\u9879\u76ee\u6210\u719f\u5ea6\u3001\u5b9e\u9645\u529f\u80fd\u6216\u5916\u90e8\u91c7\u7528\u60c5\u51b5\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u53cd\u6620\u5f00\u53d1\u8005\u56f4\u7ed5\u6295\u8d44\u3001\u5929\u6c14\u6570\u636e\u4e0eAI\u89d2\u8272\u8bc6\u522b\u8fdb\u884c\u7684\u5c0f\u578b\u5b9e\u9a8c\uff0c\u4f46\u5c1a\u4e0d\u8db3\u4ee5\u8bc1\u660e\u9879\u76ee\u4ef7\u503c\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>Star 0\uff1b\u5f53\u524d\u603b Star\uff0c\u975e\u5f53\u65e5\u6da8\u661f\uff1b\u9650\u8bbe\u5b9a\u65f6\u95f4\u5185\u6709\u66f4\u65b0\u7684\u4ed3\u5e93<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a5\/10<\/small><\/p>\n<ul>\n<li>GitHub \u00b7 <a href=\"https:\/\/github.com\/jinaplus-svg\/ai-stock-bot\" target=\"_blank\" rel=\"noopener noreferrer\">jinaplus-svg\/ai-stock-bot<\/a> \u00b7 GitHub \u5b98\u65b9\u4ed3\u5e93\u641c\u7d22 \/ Star \u7edf\u8ba1 \u00b7 2026-11-05<\/li>\n<li>GitHub \u00b7 <a href=\"https:\/\/github.com\/nkeblawi\/weather-ai-semantic-layer\" target=\"_blank\" rel=\"noopener noreferrer\">nkeblawi\/weather-ai-semantic-layer<\/a> \u00b7 GitHub \u5b98\u65b9\u4ed3\u5e93\u641c\u7d22 \/ Star \u7edf\u8ba1 \u00b7 2026-11-05<\/li>\n<li>GitHub \u00b7 <a href=\"https:\/\/github.com\/lovely-jung\/ai-hero-live-vote\" target=\"_blank\" rel=\"noopener noreferrer\">lovely-jung\/ai-hero-live-vote<\/a> \u00b7 GitHub \u5b98\u65b9\u4ed3\u5e93\u641c\u7d22 \/ Star \u7edf\u8ba1 \u00b7 2026-11-05<\/li>\n<\/ul>\n<h3>38 \u00b7 \u6fb3\u5927\u5229\u4e9a\u8001\u724c\u767e\u8d27David Jones\u7ecf\u8425188\u5e74\u540e\u8fdb\u5165\u7834\u4ea7\u7ba1\u7406<\/h3>\n<p>\u636eBBC\u62a5\u9053\uff0c\u6fb3\u5927\u5229\u4e9a\u6700\u8001\u7684\u767e\u8d27\u516c\u53f8David Jones\u5728\u7ecf\u8425188\u5e74\u540e\u5012\u4e0b\uff0c\u8fdb\u5165\u7834\u4ea7\u7ba1\u7406\u7a0b\u5e8f\u3002\u517638\u5bb6\u5b9e\u4f53\u95e8\u5e97\u548c\u7ebf\u4e0a\u7f51\u7ad9\u5c06\u5728\u63a5\u7ba1\u4eba\u5ba1\u67e5\u8fd0\u8425\u671f\u95f4\u7ee7\u7eed\u8425\u4e1a\u3002\u62a5\u9053\u672a\u62ab\u9732\u503a\u52a1\u89c4\u6a21\u3001\u5458\u5de5\u4eba\u6570\u53ca\u6f5c\u5728\u4e70\u5bb6\u7b49\u4fe1\u606f\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u5386\u53f2\u60a0\u4e45\u7684\u96f6\u552e\u54c1\u724c\u9677\u5165\u7834\u4ea7\u7ba1\u7406\uff0c\u662f\u89c2\u5bdf\u4f20\u7edf\u767e\u8d27\u4e1a\u56f0\u5883\u7684\u6848\u4f8b\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u5e73\u53f0\u672a\u63d0\u4f9b\u91cf\u5316\u70ed\u5ea6\uff1b\u6b64\u6765\u6e90\u672a\u63d0\u4f9b\u53ef\u6838\u9a8c\u9605\u8bfb\u3001\u6536\u85cf\u4e0e\u8bc4\u8bba\u7edf\u8ba1\uff0c\u4ec5\u4f5c\u6700\u65b0\u8865\u5145<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a7\/10<\/small><\/p>\n<ul>\n<li>\u6d77\u5916\u8d22\u7ecf\u65b0\u95fb \u00b7 <a href=\"https:\/\/www.bbc.co.uk\/news\/articles\/cky93z5y0171o?at_campaign=rss&amp;at_medium=RSS\" target=\"_blank\" rel=\"noopener noreferrer\">Australia&#8217;s oldest department store David Jones collapses after 188 years<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-05<\/li>\n<\/ul>\n<h3>39 \u00b7 OpenAI \u7528\u81ea\u52a8\u5316\u6d41\u6c34\u7ebf\u53d1\u73b0\u5e76\u4fee\u8865 948 \u4e2a Linux \u5185\u6838\u63d0\u6743\u6f0f\u6d1e<\/h3>\n<p>OpenAI \u79f0\u5176\u6784\u5efa\u4e86\u4e00\u6761\u81ea\u4e3b\u6d41\u6c34\u7ebf\uff0c\u5728 Linux \u5185\u6838\u4e2d\u53d1\u73b0\u3001\u9a8c\u8bc1\u5e76\u751f\u6210\u8865\u4e01\uff0c\u5171\u8986\u76d6 948 \u4e2a\u672c\u5730\u6743\u9650\u63d0\u5347\u6f0f\u6d1e\u3002\u8be5\u6d88\u606f\u4ec5\u6765\u81ea OpenAI \u5b98\u65b9\u53d1\u5e03\u6458\u8981\uff0c\u672a\u62ab\u9732\u6f0f\u6d1e\u7ec6\u8282\u3001\u8865\u4e01\u53bb\u5411\u6216\u7b2c\u4e09\u65b9\u9a8c\u8bc1\u7ed3\u679c\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u82e5\u5c5e\u5b9e\uff0c\u8fd9\u662f AI \u81ea\u52a8\u5316\u6f0f\u6d1e\u6316\u6398\u8fdb\u5165\u4e3b\u6d41\u5185\u6838\u89c4\u6a21\u5316\u7684\u6807\u5fd7\u6027\u6848\u4f8b\uff0c\u4f46\u9700\u7b49\u5f85\u4e0a\u6e38\u5408\u5e76\u4e0e\u72ec\u7acb\u6838\u9a8c\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u5e73\u53f0\u672a\u63d0\u4f9b\u91cf\u5316\u70ed\u5ea6\uff1b\u6b64\u6765\u6e90\u672a\u63d0\u4f9b\u53ef\u6838\u9a8c\u9605\u8bfb\u3001\u6536\u85cf\u4e0e\u8bc4\u8bba\u7edf\u8ba1\uff0c\u4ec5\u4f5c\u6700\u65b0\u8865\u5145<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a8\/10<\/small><\/p>\n<ul>\n<li>RSS \/ \u6d77\u5916\u79d1\u6280 \u00b7 <a href=\"https:\/\/openai.com\/index\/a-thousand-fewer-paths-to-root\" target=\"_blank\" rel=\"noopener noreferrer\">A thousand fewer paths to root<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>40 \u00b7 \u82f9\u679c\u5411\u6240\u6709\u5f00\u53d1\u8005\u5f00\u653e Siri AI<\/h3>\n<p>Hacker News \u51fa\u73b0\u6295\u7a3f\u79f0 Siri AI \u73b0\u5df2\u9762\u5411\u6240\u6709\u5f00\u53d1\u8005\u5f00\u653e\uff0c\u94fe\u63a5\u6307\u5411\u82f9\u679c\u5f00\u53d1\u8005\u65b0\u95fb\u9875\u3002\u8be5\u8ba8\u8bba\u4ec5\u6709 1 \u6761\u8bc4\u8bba\u548c 4 \u5206\uff0c\u6458\u8981\u672a\u8bf4\u660e\u5f00\u653e\u8303\u56f4\u3001API \u80fd\u529b\u3001\u5730\u533a\u9650\u5236\u6216\u4e0a\u7ebf\u65f6\u95f4\uff0c\u9700\u4ee5\u82f9\u679c\u5b98\u65b9\u9875\u9762\u4e3a\u51c6\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u82e5\u5f00\u653e\u5c5e\u5b9e\uff0c\u5c06\u6269\u5927 AI \u8bed\u97f3\u52a9\u624b\u7684\u7b2c\u4e09\u65b9\u751f\u6001\uff0c\u4e0e AI \u5de5\u5177\u8bae\u9898\u76f8\u5173\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u8bc4\u8bba 1 \u00b7 \u79ef\u5206 4\uff1b\u9605\u8bfb\u4e0e\u6536\u85cf\u672a\u516c\u5f00\uff1b\u6309\u6295\u7a3f\u65f6\u95f4\u8865\u5145\u6700\u65b0<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a6\/10<\/small><\/p>\n<ul>\n<li>Hacker News \u00b7 <a href=\"https:\/\/news.ycombinator.com\/item?id=50373879\" target=\"_blank\" rel=\"noopener noreferrer\">Siri AI is now open to all developers<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-05 \u00b7 <a href=\"https:\/\/developer.apple.com\/news\/?id=gdk2umrf\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>41 \u00b7 Reddit \u7f51\u53cb\u8ba8\u8bba\u5bf9 Qwen 4 \u7684\u671f\u5f85<\/h3>\n<p>r\/LocalLLaMA \u7528\u6237\u53d1\u5e16\u8be2\u95ee\u793e\u533a\u5bf9\u5373\u5c06\u5230\u6765\u7684 Qwen 4 \u6700\u671f\u5f85\u54ea\u4e9b\u6539\u8fdb\u3002\u53d1\u5e16\u8005\u5217\u4e3e\u4e2a\u4eba\u613f\u671b\uff0c\u5305\u62ec 27B \u6a21\u578b\u91c7\u7528\u66f4\u9ad8\u6548 KV \u4ee5\u964d\u4f4e\u957f\u4e0a\u4e0b\u6587\u663e\u5b58\u5360\u7528\u3001\u6cbf\u7528 Qwen3.8-Flash-Next \u4e00\u7c7b\u67b6\u6784\u63a8\u51fa\u9002\u5408\u684c\u9762\u8bbe\u5907\u7684 125B-A6B\uff0c\u4ee5\u53ca\u4e2d\u7b49\u601d\u8003\u6a21\u5f0f\u8fbe\u5230\u6216\u8d85\u8fc7\u73b0\u6709 xhigh \u601d\u8003\u6548\u679c\u3002\u5185\u5bb9\u4ec5\u4e3a\u7528\u6237\u671f\u5f85\uff0c\u4e0d\u4ee3\u8868\u5b98\u65b9\u89c4\u683c\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u663e\u793a\u672c\u5730\u6a21\u578b\u793e\u533a\u5bf9\u4e0b\u4e00\u4ee3 Qwen \u67b6\u6784\u4e0e\u6548\u7387\u6307\u6807\u7684\u5173\u6ce8\u65b9\u5411\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u5e73\u53f0\u672a\u63d0\u4f9b\u91cf\u5316\u70ed\u5ea6\uff1b\u91cf\u5316\u63a5\u53e3\u4e0d\u53ef\u7528\uff0c\u6cbf\u7528 Reddit New \u5217\u8868\uff1b\u9605\u8bfb\u3001\u6536\u85cf\u3001\u8bc4\u8bba\u7edf\u8ba1\u672a\u53d6\u5f97<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a5\/10<\/small><\/p>\n<ul>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xo3ikc\/what_are_you_looking_forward_to_in_qwen_4\/\" target=\"_blank\" rel=\"noopener noreferrer\">What are you looking forward to in Qwen 4?<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>42 \u00b7 \u5229\u7387\u9884\u8ba1\u4e09\u5e74\u591a\u6765\u9996\u6b21\u4e0a\u8c03\uff0c\u5206\u6790\u5e08\u62bc\u6ce8\u4ece3.75%\u5347\u81f34%<\/h3>\n<p>\u636eBBC\u62a5\u9053\uff0c\u591a\u6570\u5206\u6790\u5e08\u9884\u8ba1\u5229\u7387\u5c06\u51fa\u73b0\u4e09\u5e74\u591a\u6765\u7684\u9996\u6b21\u4e0a\u8c03\uff0c\u4ece3.75%\u63d0\u9ad8\u81f34%\u3002\u62a5\u9053\u6307\u51fa\u8fd9\u662f\u5e02\u573a\u666e\u904d\u9884\u671f\uff0c\u4f46\u672a\u5728\u6458\u8981\u4e2d\u8bf4\u660e\u5177\u4f53\u56fd\u5bb6\u3001\u592e\u884c\u51b3\u8bae\u65f6\u95f4\u53ca\u4e0a\u8c03\u539f\u56e0\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u82e5\u9884\u671f\u5151\u73b0\uff0c\u5c06\u662f\u5229\u7387\u5468\u671f\u8f6c\u6298\u4fe1\u53f7\uff0c\u5f71\u54cd\u501f\u8d37\u4e0e\u8d44\u4ea7\u5b9a\u4ef7\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u5e73\u53f0\u672a\u63d0\u4f9b\u91cf\u5316\u70ed\u5ea6\uff1b\u6b64\u6765\u6e90\u672a\u63d0\u4f9b\u53ef\u6838\u9a8c\u9605\u8bfb\u3001\u6536\u85cf\u4e0e\u8bc4\u8bba\u7edf\u8ba1\uff0c\u4ec5\u4f5c\u6700\u65b0\u8865\u5145<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a7\/10<\/small><\/p>\n<ul>\n<li>\u6d77\u5916\u8d22\u7ecf\u65b0\u95fb \u00b7 <a href=\"https:\/\/www.bbc.co.uk\/news\/articles\/ck5ynw45jrgqo?at_campaign=rss&amp;at_medium=RSS\" target=\"_blank\" rel=\"noopener noreferrer\">Interest rates expected to rise for first time in over three years<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-05<\/li>\n<\/ul>\n<h3>43 \u00b7 Daybreak Red \u5728 AWS GovCloud \u4e0a\u7ebf\uff0c\u9762\u5411\u6388\u6743\u7f51\u7edc\u5b89\u5168\u5de5\u4f5c<\/h3>\n<p>OpenAI \u79f0 Daybreak Red \u5df2\u901a\u8fc7 Amazon Bedrock \u5728 AWS GovCloud\uff08\u7f8e\u56fd\u4e1c\u90e8\uff09\u5411\u83b7\u6279\u5ba2\u6237\u63d0\u4f9b GPT-5.6 Cyber\uff0c\u7528\u4e8e\u83b7\u5f97\u6388\u6743\u7684\u7f51\u7edc\u5b89\u5168\u5de5\u4f5c\u3002\u5177\u4f53\u5ba2\u6237\u8303\u56f4\u3001\u4ef7\u683c\u4e0e\u80fd\u529b\u8fb9\u754c\u672a\u5728\u6458\u8981\u4e2d\u62ab\u9732\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>AI \u7f51\u7edc\u653b\u9632\u6a21\u578b\u8fdb\u5165\u653f\u5e9c\u4e91\u5408\u89c4\u73af\u5883\uff0c\u6d89\u53ca AI \u5de5\u5177\u4e0e\u5b89\u5168\u5408\u89c4\u7684\u4ea4\u6c47\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u5e73\u53f0\u672a\u63d0\u4f9b\u91cf\u5316\u70ed\u5ea6\uff1b\u6b64\u6765\u6e90\u672a\u63d0\u4f9b\u53ef\u6838\u9a8c\u9605\u8bfb\u3001\u6536\u85cf\u4e0e\u8bc4\u8bba\u7edf\u8ba1\uff0c\u4ec5\u4f5c\u6700\u65b0\u8865\u5145<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a6\/10<\/small><\/p>\n<ul>\n<li>RSS \/ \u6d77\u5916\u79d1\u6280 \u00b7 <a href=\"https:\/\/openai.com\/index\/daybreak-red-aws-govcloud\" target=\"_blank\" rel=\"noopener noreferrer\">Daybreak Red is now available in AWS GovCloud (US-East)<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>44 \u00b7 \u82f1\u9551\u5347\u81f3\u8131\u6b27\u516c\u6295\u4ee5\u6765\u6700\u9ad8\u6c34\u5e73<\/h3>\n<p>\u636eBBC\u62a5\u9053\uff0c\u82f1\u9551\u5151\u4e00\u7bee\u5b50\u8d27\u5e01\u5347\u81f3\u8fd1\u5341\u5e74\u524d\u8131\u6b27\u516c\u6295\u4ee5\u6765\u7684\u6700\u9ad8\u6c34\u5e73\u3002\u62a5\u9053\u5c06\u8fd9\u4e00\u8d70\u52bf\u4e0e\u8131\u6b27\u516c\u6295\u4ee5\u6765\u7684\u957f\u671f\u4f4e\u4f4d\u4f5c\u5bf9\u6bd4\uff0c\u4f46\u73b0\u6709\u6458\u8981\u672a\u63d0\u4f9b\u5177\u4f53\u6c47\u7387\u6570\u503c\u3001\u7bee\u5b50\u6784\u6210\u6216\u9a71\u52a8\u56e0\u7d20\u3002\u8be5\u6d88\u606f\u5c5e\u4e8e\u6d77\u5916\u8d22\u7ecf\u52a8\u6001\uff0c\u4e0eAI\u4e3b\u9898\u65e0\u76f4\u63a5\u5173\u8054\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u82f1\u9551\u521b\u8131\u6b27\u516c\u6295\u4ee5\u6765\u9ad8\u4f4d\uff0c\u53cd\u6620\u82f1\u56fd\u8d44\u4ea7\u4e0e\u6c47\u7387\u9884\u671f\u7684\u9636\u6bb5\u6027\u53d8\u5316\uff0c\u503c\u5f97\u5173\u6ce8\u5168\u7403\u5e02\u573a\u7684\u4eba\u7559\u610f\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u5e73\u53f0\u672a\u63d0\u4f9b\u91cf\u5316\u70ed\u5ea6\uff1b\u6b64\u6765\u6e90\u672a\u63d0\u4f9b\u53ef\u6838\u9a8c\u9605\u8bfb\u3001\u6536\u85cf\u4e0e\u8bc4\u8bba\u7edf\u8ba1\uff0c\u4ec5\u4f5c\u6700\u65b0\u8865\u5145<\/p>\n<p><small>\u4e3b\u9898\u76f8\u5173\u6027\u8bc4\u5206\uff1a5\/10<\/small><\/p>\n<ul>\n<li>\u6d77\u5916\u8d22\u7ecf\u65b0\u95fb \u00b7 <a href=\"https:\/\/www.bbc.co.uk\/news\/articles\/c6lykq2qjn2vo?at_campaign=rss&amp;at_medium=RSS\" target=\"_blank\" rel=\"noopener noreferrer\">Pound rises to its highest level since the Brexit referendum<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>45 \u00b7 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\u00b7 <a href=\"https:\/\/techcrunch.com\/2026\/11\/04\/sequoia-hits-rewind-undoing-20-years-of-expansion\/\" target=\"_blank\" rel=\"noopener noreferrer\">Sequoia hits rewind, undoing 20 years of expansion<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-04<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>AI \u65b0\u95fb\u96f7\u8fbe \u00b7 2026\u5e7411\u670805\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-2211","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\/2211","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=2211"}],"version-history":[{"count":2,"href":"https:\/\/ai26.shop\/index.php\/wp-json\/wp\/v2\/posts\/2211\/revisions"}],"predecessor-version":[{"id":2430,"href":"https:\/\/ai26.shop\/index.php\/wp-json\/wp\/v2\/posts\/2211\/revisions\/2430"}],"wp:attachment":[{"href":"https:\/\/ai26.shop\/index.php\/wp-json\/wp\/v2\/media?parent=2211"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ai26.shop\/index.php\/wp-json\/wp\/v2\/categories?post=2211"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ai26.shop\/index.php\/wp-json\/wp\/v2\/tags?post=2211"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}